---
_id: '61310'
abstract:
- lang: eng
  text: "Service systems engineering relies on structured, top-down approaches to
    designing and\r\ninnovating service systems. In today’s dynamic environments—shaped
    by digital transformation,\r\nevolving provider–user interactions, and shifting
    societal demands—these approaches face limitations in enabling continuous, context-sensitive
    innovation. Continuous Value Shaping emerges as a conceptual extension to service
    systems engineering, promoting more adaptive and co-evolutionary forms of service
    system development. This study examines how Continuous Value Shaping manifests
    through a multiple case study of three public sector projects. We identify distinct
    manifestations and constellations of the concept’s principles that complement
    classical\r\nSSE practices. As the first empirical exploration of Continuous Value
    Shaping, the study refines its\r\nconceptual foundation and enhances its accessibility
    for researchers and practitioners. We conclude with seven empirically derived
    propositions that inform future service systems engineering initiatives and demonstrate
    how Continuous Value Shaping supports the dynamic alignment of service systems
    with societal and systemic demands."
author:
- first_name: Jannika Marie
  full_name: Schäfer, Jannika Marie
  id: '74374'
  last_name: Schäfer
- first_name: Polina
  full_name: Rajko, Polina
  last_name: Rajko
- first_name: Daniela
  full_name: Angelova, Daniela
  last_name: Angelova
- first_name: Tilo
  full_name: Böhmann, Tilo
  last_name: Böhmann
citation:
  ama: 'Schäfer JM, Rajko P, Angelova D, Böhmann T. From Engineering to Shaping: A
    Multiple Case Study on Advancing Service Systems Engineering through Continuous
    Value Shaping. In: <i>Proceedings of the 59th Hawaii International Conference
    on System Sciences (HICSS 2026)</i>. Association for Information Systems (AIS),
    IEEE Computer Society Press, University of Hawaii (Manoa); 2026.'
  apa: 'Schäfer, J. M., Rajko, P., Angelova, D., &#38; Böhmann, T. (2026). From Engineering
    to Shaping: A Multiple Case Study on Advancing Service Systems Engineering through
    Continuous Value Shaping. <i>Proceedings of the 59th Hawaii International Conference
    on System Sciences (HICSS 2026)</i>. 59th Hawaii International Conference on System
    Sciences (HICSS 2026), Maui, Maui, Hawaii, USA.'
  bibtex: '@inproceedings{Schäfer_Rajko_Angelova_Böhmann_2026, place={Maui, Hawaii,
    USA}, title={From Engineering to Shaping: A Multiple Case Study on Advancing Service
    Systems Engineering through Continuous Value Shaping}, booktitle={Proceedings
    of the 59th Hawaii International Conference on System Sciences (HICSS 2026)},
    publisher={Association for Information Systems (AIS), IEEE Computer Society Press,
    University of Hawaii (Manoa)}, author={Schäfer, Jannika Marie and Rajko, Polina
    and Angelova, Daniela and Böhmann, Tilo}, year={2026} }'
  chicago: 'Schäfer, Jannika Marie, Polina Rajko, Daniela Angelova, and Tilo Böhmann.
    “From Engineering to Shaping: A Multiple Case Study on Advancing Service Systems
    Engineering through Continuous Value Shaping.” In <i>Proceedings of the 59th Hawaii
    International Conference on System Sciences (HICSS 2026)</i>. Maui, Hawaii, USA:
    Association for Information Systems (AIS), IEEE Computer Society Press, University
    of Hawaii (Manoa), 2026.'
  ieee: 'J. M. Schäfer, P. Rajko, D. Angelova, and T. Böhmann, “From Engineering to
    Shaping: A Multiple Case Study on Advancing Service Systems Engineering through
    Continuous Value Shaping,” presented at the 59th Hawaii International Conference
    on System Sciences (HICSS 2026), Maui, Maui, Hawaii, USA, 2026.'
  mla: 'Schäfer, Jannika Marie, et al. “From Engineering to Shaping: A Multiple Case
    Study on Advancing Service Systems Engineering through Continuous Value Shaping.”
    <i>Proceedings of the 59th Hawaii International Conference on System Sciences
    (HICSS 2026)</i>, Association for Information Systems (AIS), IEEE Computer Society
    Press, University of Hawaii (Manoa), 2026.'
  short: 'J.M. Schäfer, P. Rajko, D. Angelova, T. Böhmann, in: Proceedings of the
    59th Hawaii International Conference on System Sciences (HICSS 2026), Association
    for Information Systems (AIS), IEEE Computer Society Press, University of Hawaii
    (Manoa), Maui, Hawaii, USA, 2026.'
conference:
  end_date: 2026-01-09
  location: Maui, Maui, Hawaii, USA
  name: 59th Hawaii International Conference on System Sciences (HICSS 2026)
  start_date: 2026-01-06
date_created: 2025-09-16T13:55:52Z
date_updated: 2026-02-05T06:57:02Z
department:
- _id: '195'
jel:
- M15
keyword:
- Continuous Value Shaping
- Service Systems Engineering
- Service Science
- Public Sector
- Service Innovation
language:
- iso: eng
place: Maui, Hawaii, USA
project:
- _id: '1250'
  name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
    mit Unternehmen'
publication: Proceedings of the 59th Hawaii International Conference on System Sciences
  (HICSS 2026)
publication_status: published
publisher: Association for Information Systems (AIS), IEEE Computer Society Press,
  University of Hawaii (Manoa)
quality_controlled: '1'
status: public
title: 'From Engineering to Shaping: A Multiple Case Study on Advancing Service Systems
  Engineering through Continuous Value Shaping'
type: conference
user_id: '74374'
year: '2026'
...
---
_id: '65476'
abstract:
- lang: eng
  text: Service research has evolved into an interdisciplinary research field that
    bridges diverse disciplines, including information systems (IS) and marketing.
    Nearly two decades ago, the service system concept was introduced as a foundational
    abstraction in service research, drawing on ideas from the service-dominant logic
    (S-D logic) of marketing. Despite its widespread adoption in service research,
    particularly in the IS discipline, the service system concept lacks a solid theoretical
    foundation. This has resulted in conceptual ambiguity and overlap with related
    constructs, such as service ecosystems. Moreover, it has largely remained a static
    analytical lens, insufficiently capturing dynamic service phenomena, including
    value co-creation and co-destruction, as well as the emergence of institutional
    arrangements. To address these limitations, we propose Luhmann’s systems theory
    (LST) as a robust framework for conceptualizing service systems as autopoietic
    (self-creating) systems, in which communication serves as the fundamental mechanism
    that drives value co-creation. We derive five theoretical propositions from this
    re-conceptualization that clarify conceptual ambiguity and allow researchers to
    explore dynamic service phenomena in greater depth. Given LST’s general approach,
    our conceptualization provides a theoretically grounded, interdisciplinary foundation
    for advancing service research.
article_number: '37'
article_type: original
author:
- first_name: Daniel
  full_name: Beverungen, Daniel
  last_name: Beverungen
- first_name: Jens
  full_name: Poeppelbuss, Jens
  last_name: Poeppelbuss
- first_name: Simon
  full_name: Hemmrich, Simon
  last_name: Hemmrich
- first_name: Taskeen
  full_name: Iqbal, Taskeen
  last_name: Iqbal
citation:
  ama: Beverungen D, Poeppelbuss J, Hemmrich S, Iqbal T. Service through communication—Conceptualizing
    service systems with Luhmann’s systems theory. <i>Electronic Markets</i>. 2026;36(1).
    doi:<a href="https://doi.org/10.1007/s12525-026-00889-w">10.1007/s12525-026-00889-w</a>
  apa: Beverungen, D., Poeppelbuss, J., Hemmrich, S., &#38; Iqbal, T. (2026). Service
    through communication—Conceptualizing service systems with Luhmann’s systems theory.
    <i>Electronic Markets</i>, <i>36</i>(1), Article 37. <a href="https://doi.org/10.1007/s12525-026-00889-w">https://doi.org/10.1007/s12525-026-00889-w</a>
  bibtex: '@article{Beverungen_Poeppelbuss_Hemmrich_Iqbal_2026, title={Service through
    communication—Conceptualizing service systems with Luhmann’s systems theory},
    volume={36}, DOI={<a href="https://doi.org/10.1007/s12525-026-00889-w">10.1007/s12525-026-00889-w</a>},
    number={137}, journal={Electronic Markets}, publisher={Springer Science and Business
    Media LLC}, author={Beverungen, Daniel and Poeppelbuss, Jens and Hemmrich, Simon
    and Iqbal, Taskeen}, year={2026} }'
  chicago: Beverungen, Daniel, Jens Poeppelbuss, Simon Hemmrich, and Taskeen Iqbal.
    “Service through Communication—Conceptualizing Service Systems with Luhmann’s
    Systems Theory.” <i>Electronic Markets</i> 36, no. 1 (2026). <a href="https://doi.org/10.1007/s12525-026-00889-w">https://doi.org/10.1007/s12525-026-00889-w</a>.
  ieee: 'D. Beverungen, J. Poeppelbuss, S. Hemmrich, and T. Iqbal, “Service through
    communication—Conceptualizing service systems with Luhmann’s systems theory,”
    <i>Electronic Markets</i>, vol. 36, no. 1, Art. no. 37, 2026, doi: <a href="https://doi.org/10.1007/s12525-026-00889-w">10.1007/s12525-026-00889-w</a>.'
  mla: Beverungen, Daniel, et al. “Service through Communication—Conceptualizing Service
    Systems with Luhmann’s Systems Theory.” <i>Electronic Markets</i>, vol. 36, no.
    1, 37, Springer Science and Business Media LLC, 2026, doi:<a href="https://doi.org/10.1007/s12525-026-00889-w">10.1007/s12525-026-00889-w</a>.
  short: D. Beverungen, J. Poeppelbuss, S. Hemmrich, T. Iqbal, Electronic Markets
    36 (2026).
date_created: 2026-04-21T13:13:02Z
date_updated: 2026-04-21T13:18:35Z
ddc:
- '380'
department:
- _id: '195'
- _id: '534'
doi: 10.1007/s12525-026-00889-w
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2026-04-21T13:14:30Z
  date_updated: 2026-04-21T13:14:30Z
  file_id: '65477'
  file_name: Service is Communication - EM Paper.pdf
  file_size: 2793039
  relation: main_file
  success: 1
file_date_updated: 2026-04-21T13:14:30Z
has_accepted_license: '1'
intvolume: '        36'
issue: '1'
jel:
- L80
keyword:
- Service system
- Service ecosystem
- Systems theory
- Service research
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/content/pdf/10.1007/s12525-026-00889-w.pdf
oa: '1'
project:
- _id: '1250'
  name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
    mit Unternehmen'
publication: Electronic Markets
publication_identifier:
  issn:
  - 1019-6781
  - 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: Service through communication—Conceptualizing service systems with Luhmann’s
  systems theory
type: journal_article
user_id: '59677'
volume: 36
year: '2026'
...
---
_id: '58822'
abstract:
- lang: eng
  text: 'In 1921, John Wisdom (1904–1993) became a member of Fitzwilliam House, Cambridge,
    where he read philosophy and attended lectures by G. E. Moore, C. D. Broad, and
    J. E. McTaggart. He received his BA in 1924, after which he worked for five years
    at the National Institute of Industrial Psychology. From 1929 to 1934, Wisdom
    was a Lecturer in the department of logic and metaphysics at the University of
    St Andrews and a colleague of G. F. Stout. After the publication of his book Interpretation
    and Analysis (1931) and five articles on “Logical Constructions” in Mind (1931–3),
    Wisdom became a Lecturer in Moral Sciences in Cambridge and a Fellow of Trinity
    College. This gave him the opportunity to gain first-hand knowledge of Wittgenstein’s
    philosophy. Since nothing by Wittgenstein but Tractatus appeared in print for
    decades, Wisdom’s publications of these years were—mistakenly—read as portents
    of the new ideas of Wittgenstein himself. The publication of Wittgenstein’s Philosophical
    Investigations in 1953 brought with it, among other things, the fall of Wisdom’s
    popularity. '
author:
- first_name: Nikolay
  full_name: Milkov, Nikolay
  id: '357'
  last_name: Milkov
citation:
  ama: 'Milkov N. Wisdom’s Wittgenstein. In: Khani  AH, Kemp  G, eds. <i>Wittgenstein
    and Other Philosophers: His Influence on Historical and Contemporary Analytic
    Philosophers, 2 Vol., Volume II</i>. 1st ed. Routledge.'
  apa: 'Milkov, N. (n.d.). Wisdom’s Wittgenstein. In A. H. Khani  &#38; G. Kemp  (Eds.),
    <i>Wittgenstein and Other Philosophers: His Influence on Historical and Contemporary
    Analytic Philosophers, 2 vol., Volume II</i> (1st ed.). Routledge.'
  bibtex: '@inbook{Milkov, place={London}, edition={1}, title={Wisdom’s Wittgenstein},
    booktitle={Wittgenstein and Other Philosophers: His Influence on Historical and
    Contemporary Analytic Philosophers, 2 vol., Volume II}, publisher={Routledge},
    author={Milkov, Nikolay}, editor={Khani , Ali Hossein  and Kemp , Gary } }'
  chicago: 'Milkov, Nikolay. “Wisdom’s Wittgenstein.” In <i>Wittgenstein and Other
    Philosophers: His Influence on Historical and Contemporary Analytic Philosophers,
    2 Vol., Volume II</i>, edited by Ali Hossein  Khani  and Gary  Kemp , 1st ed.
    London: Routledge, n.d.'
  ieee: 'N. Milkov, “Wisdom’s Wittgenstein,” in <i>Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, 2 vol., Volume
    II</i>, 1st ed., A. H. Khani  and G. Kemp , Eds. London: Routledge.'
  mla: 'Milkov, Nikolay. “Wisdom’s Wittgenstein.” <i>Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, 2 Vol., Volume
    II</i>, edited by Ali Hossein  Khani  and Gary  Kemp , 1st ed., Routledge.'
  short: 'N. Milkov, in: A.H. Khani , G. Kemp  (Eds.), Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, 2 Vol., Volume
    II, 1st ed., Routledge, London, n.d.'
date_created: 2025-02-24T18:33:50Z
date_updated: 2025-02-24T18:38:38Z
department:
- _id: '14'
edition: '1'
editor:
- first_name: 'Ali Hossein '
  full_name: 'Khani , Ali Hossein '
  last_name: 'Khani '
- first_name: 'Gary '
  full_name: 'Kemp , Gary '
  last_name: 'Kemp '
keyword:
- elucidation
- facts
- Frege
- language
- metaphysics
- G. E. Moore
- Russell
- Stebbing
- John Wisdom
- Wittgenstein
language:
- iso: eng
place: London
publication: 'Wittgenstein and Other Philosophers: His Influence on Historical and
  Contemporary Analytic Philosophers, 2 vol., Volume II'
publication_status: inpress
publisher: Routledge
quality_controlled: '1'
status: public
title: Wisdom's Wittgenstein
type: book_chapter
user_id: '357'
year: '2025'
...
---
_id: '58821'
abstract:
- lang: eng
  text: Susan Stebbing wrote only once on Wittgenstein, in her paper ‘Logical Positivism
    and Analysis’ (1933). The paper was unusually critical of Wittgenstein. It put
    the Cambridge analytic philosophy of Moore and Russell in a sharp opposition to
    the positivist philosophy of the Vienna Circle, in which Stebbing included Wittgenstein.
    Whereas the positivists were interested in analysing language, the Cambridge realists
    were analysing facts. To be more explicit, the analytic philosophers were engaged
    in directional analysis, which seeks to illuminate (to elucidate) the multiplicity
    of the analysed facts. In contrast, positivists aimed at a final analysis that
    proves that there are simples. Stebbing’s sympathies were clearly on the side
    of the Cambridge realists. The important implication of Stebbing’s paper was that
    it urged Wittgenstein to change the style of his philosophy, abandoning those
    points which allegedly connected him with the Vienna Circle.
author:
- first_name: Nikolay
  full_name: Milkov, Nikolay
  id: '357'
  last_name: Milkov
citation:
  ama: 'Milkov N. Stebbing’s Wittgenstein. In: Khani  AH, Kemp  G, eds. <i>Wittgenstein
    and Other Philosophers: His Influence on Historical and Contemporary Analytic
    Philosophers, Vol. II</i>. 1st ed. Routledge.'
  apa: 'Milkov, N. (n.d.). Stebbing’s Wittgenstein. In A. H. Khani  &#38; G. Kemp  (Eds.),
    <i>Wittgenstein and Other Philosophers: His Influence on Historical and Contemporary
    Analytic Philosophers, vol. II</i> (1st ed.). Routledge.'
  bibtex: '@inbook{Milkov, place={London}, edition={1}, title={Stebbing’s Wittgenstein},
    booktitle={Wittgenstein and Other Philosophers: His Influence on Historical and
    Contemporary Analytic Philosophers, vol. II}, publisher={Routledge}, author={Milkov,
    Nikolay}, editor={Khani , Ali Hossein  and Kemp , Gary } }'
  chicago: 'Milkov, Nikolay. “Stebbing’s Wittgenstein.” In <i>Wittgenstein and Other
    Philosophers: His Influence on Historical and Contemporary Analytic Philosophers,
    Vol. II</i>, edited by Ali Hossein  Khani  and Gary  Kemp , 1st ed. London: Routledge,
    n.d.'
  ieee: 'N. Milkov, “Stebbing’s Wittgenstein,” in <i>Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, vol. II</i>,
    1st ed., A. H. Khani  and G. Kemp , Eds. London: Routledge.'
  mla: 'Milkov, Nikolay. “Stebbing’s Wittgenstein.” <i>Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, Vol. II</i>,
    edited by Ali Hossein  Khani  and Gary  Kemp , 1st ed., Routledge.'
  short: 'N. Milkov, in: A.H. Khani , G. Kemp  (Eds.), Wittgenstein and Other Philosophers:
    His Influence on Historical and Contemporary Analytic Philosophers, Vol. II, 1st
    ed., Routledge, London, n.d.'
date_created: 2025-02-24T18:29:59Z
date_updated: 2025-02-24T18:30:06Z
ddc:
- '100'
department:
- _id: '14'
edition: '1'
editor:
- first_name: 'Ali Hossein '
  full_name: 'Khani , Ali Hossein '
  last_name: 'Khani '
- first_name: 'Gary '
  full_name: 'Kemp , Gary '
  last_name: 'Kemp '
keyword:
- directional analysis
- elucidation
- facts
- metaphysics
- G. E. Moore
- Russell
- Stebbing
- John Wisdom
- Wittgenstein
language:
- iso: eng
place: London
publication: 'Wittgenstein and Other Philosophers: His Influence on Historical and
  Contemporary Analytic Philosophers, vol. II'
publication_status: inpress
publisher: Routledge
quality_controlled: '1'
status: public
title: Stebbing's Wittgenstein
type: book_chapter
user_id: '357'
year: '2025'
...
---
_id: '61309'
abstract:
- lang: eng
  text: "Service ecosystems reshape service innovation by enabling value co-creation
    among diverse actors. However, small and medium-sized enterprises and public organizations
    face significant challenges navigating and leveraging these ecosystems due to
    resource constraints, knowledge gaps, and partnership difficulties. While digital
    innovation hubs have been introduced as potential intermediaries to foster innovation,
    existing models primarily focus on individual solutions and networking rather
    than orchestrating service innovation. This study investigates the design of a
    digital service innovation hub as an orchestrating entity that facilitates service
    innovation within ecosystems. Under the design science research paradigm, we analyze
    the challenges faced by small and medium-sized enterprises and public organizations
    and derive design requirements for these hubs. Based on 17 expert interviews and
    focus group validations, we define the problem\r\nspace and provide a requirements
    catalog for designing digital service innovation hubs as a step towards providing
    holistic support for service innovation initiatives."
author:
- first_name: Jannika Marie
  full_name: Schäfer, Jannika Marie
  id: '74374'
  last_name: Schäfer
- first_name: Jonas
  full_name: Liebschner, Jonas
  last_name: Liebschner
- first_name: Polina
  full_name: Rajko, Polina
  last_name: Rajko
- first_name: Henrik
  full_name: Cohnen, Henrik
  last_name: Cohnen
- first_name: Nina
  full_name: Lugmair, Nina
  last_name: Lugmair
- first_name: Daniel
  full_name: Heinz, Daniel
  last_name: Heinz
citation:
  ama: 'Schäfer JM, Liebschner J, Rajko P, Cohnen H, Lugmair N, Heinz D. Designing
    Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges and
    Requirements of SMEs and the Public Sector. In: <i>Proceedings of the 20th International
    Conference on Wirtschaftsinformatik (WI 2025)</i>. Association for Information
    Systems (AIS); 2025.'
  apa: 'Schäfer, J. M., Liebschner, J., Rajko, P., Cohnen, H., Lugmair, N., &#38;
    Heinz, D. (2025). Designing Digital Service Innovation Hubs: An Ecosystem Perspective
    on the Challenges and Requirements of SMEs and the Public Sector. <i>Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI 2025)</i>. 20th
    International Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany.'
  bibtex: '@inproceedings{Schäfer_Liebschner_Rajko_Cohnen_Lugmair_Heinz_2025, place={Münster,
    Germany}, title={Designing Digital Service Innovation Hubs: An Ecosystem Perspective
    on the Challenges and Requirements of SMEs and the Public Sector}, booktitle={Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI 2025)}, publisher={Association
    for Information Systems (AIS)}, author={Schäfer, Jannika Marie and Liebschner,
    Jonas and Rajko, Polina and Cohnen, Henrik and Lugmair, Nina and Heinz, Daniel},
    year={2025} }'
  chicago: 'Schäfer, Jannika Marie, Jonas Liebschner, Polina Rajko, Henrik Cohnen,
    Nina Lugmair, and Daniel Heinz. “Designing Digital Service Innovation Hubs: An
    Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
    Sector.” In <i>Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025)</i>. Münster, Germany: Association for Information Systems (AIS), 2025.'
  ieee: 'J. M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, and D. Heinz,
    “Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges
    and Requirements of SMEs and the Public Sector,” presented at the 20th International
    Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany, 2025.'
  mla: 'Schäfer, Jannika Marie, et al. “Designing Digital Service Innovation Hubs:
    An Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
    Sector.” <i>Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025)</i>, Association for Information Systems (AIS), 2025.'
  short: 'J.M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, D. Heinz,
    in: Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025), Association for Information Systems (AIS), Münster, Germany, 2025.'
conference:
  end_date: 17.09.2025
  location: Münster, Germany
  name: 20th International Conference on Wirtschaftsinformatik (WI 2025)
  start_date: 14.09.2025
date_created: 2025-09-16T13:44:53Z
date_updated: 2025-09-16T13:46:05Z
department:
- _id: '195'
jel:
- M15
keyword:
- service innovation
- ecosystem
- innovation hubs
- SMEs
- public sector
language:
- iso: eng
place: Münster, Germany
project:
- _id: '1250'
  name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
    mit Unternehmen'
publication: Proceedings of the 20th International Conference on Wirtschaftsinformatik
  (WI 2025)
publication_status: published
publisher: Association for Information Systems (AIS)
status: public
title: 'Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the
  Challenges and Requirements of SMEs and the Public Sector'
type: conference
user_id: '74374'
year: '2025'
...
---
_id: '59335'
abstract:
- lang: eng
  text: Technological advancements and evolving value orientations reshape future
    value creation and pose new requirements for service innovation. While a variety
    of disciplines are developing new approaches to drive service innovation, this
    is primarily done in isolation and generates only fragmented solutions. Sociological
    theory has proposed “boundary objects” as an effective umbrella for communication
    and cooperation among communities. Therefore, we introduce continuous value shaping
    (CVS) as a boundary object describing service innovation approaches along five
    principles. We reflect on this concept through the different disciplinary lenses
    of researchers in service marketing, information systems, service engineering,
    sociology of work, and innovation management. These perspectives highlight how
    the CVS principles already connect to discourses within the individual disciplines.
    However, the CVS concept will not only provide an umbrella to embrace existing
    activities in different academic disciplines. It also assists to identify research
    themes that will benefit from uniting the power of these disciplines, and it can
    serve as an integrating framework to conceptualize complex service innovation
    approaches. Thus, the CVS concept should guide both researchers and practitioners
    to develop and implement novel innovation and transformation efforts—in and across
    organizations.
article_number: '27'
article_type: original
author:
- first_name: Tilo
  full_name: Böhmann, Tilo
  last_name: Böhmann
- first_name: Angela
  full_name: Roth, Angela
  last_name: Roth
- first_name: Gerhard
  full_name: Satzger, Gerhard
  last_name: Satzger
- first_name: Carina
  full_name: Benz, Carina
  last_name: Benz
- first_name: Daniel
  full_name: Beverungen, Daniel
  last_name: Beverungen
- first_name: Andreas
  full_name: Boes, Andreas
  last_name: Boes
- first_name: Christoph
  full_name: Breidbach, Christoph
  last_name: Breidbach
- first_name: Martin
  full_name: Gersch, Martin
  last_name: Gersch
- first_name: Gerhard
  full_name: Gudergan, Gerhard
  last_name: Gudergan
- first_name: Jens
  full_name: Hogreve, Jens
  last_name: Hogreve
- first_name: Christian
  full_name: Kurtz, Christian
  last_name: Kurtz
- first_name: Barbara
  full_name: Langes, Barbara
  last_name: Langes
- first_name: Jan Marco
  full_name: Leimeister, Jan Marco
  last_name: Leimeister
- first_name: Tom
  full_name: Lewandowski, Tom
  last_name: Lewandowski
- first_name: Thomas
  full_name: Meiren, Thomas
  last_name: Meiren
- first_name: Rainer
  full_name: Nägele, Rainer
  last_name: Nägele
- first_name: Stefanie
  full_name: Paluch, Stefanie
  last_name: Paluch
- first_name: Christoph
  full_name: Peters, Christoph
  last_name: Peters
- first_name: Jens
  full_name: Poeppelbuss, Jens
  last_name: Poeppelbuss
- first_name: Susanne
  full_name: Robra-Bissantz, Susanne
  last_name: Robra-Bissantz
- first_name: Carsten
  full_name: Schultz, Carsten
  last_name: Schultz
- first_name: Jan H.
  full_name: Schumann, Jan H.
  last_name: Schumann
- first_name: Jochen
  full_name: Wirtz, Jochen
  last_name: Wirtz
- first_name: Nancy V.
  full_name: Wünderlich, Nancy V.
  last_name: Wünderlich
citation:
  ama: 'Böhmann T, Roth A, Satzger G, et al. Continuous value shaping: A boundary
    concept for innovating service innovation approaches. <i>Electronic Markets</i>.
    2025;35(1). doi:<a href="https://doi.org/10.1007/s12525-025-00771-1">10.1007/s12525-025-00771-1</a>'
  apa: 'Böhmann, T., Roth, A., Satzger, G., Benz, C., Beverungen, D., Boes, A., Breidbach,
    C., Gersch, M., Gudergan, G., Hogreve, J., Kurtz, C., Langes, B., Leimeister,
    J. M., Lewandowski, T., Meiren, T., Nägele, R., Paluch, S., Peters, C., Poeppelbuss,
    J., … Wünderlich, N. V. (2025). Continuous value shaping: A boundary concept for
    innovating service innovation approaches. <i>Electronic Markets</i>, <i>35</i>(1),
    Article 27. <a href="https://doi.org/10.1007/s12525-025-00771-1">https://doi.org/10.1007/s12525-025-00771-1</a>'
  bibtex: '@article{Böhmann_Roth_Satzger_Benz_Beverungen_Boes_Breidbach_Gersch_Gudergan_Hogreve_et
    al._2025, title={Continuous value shaping: A boundary concept for innovating service
    innovation approaches}, volume={35}, DOI={<a href="https://doi.org/10.1007/s12525-025-00771-1">10.1007/s12525-025-00771-1</a>},
    number={127}, journal={Electronic Markets}, publisher={Springer Science and Business
    Media LLC}, author={Böhmann, Tilo and Roth, Angela and Satzger, Gerhard and Benz,
    Carina and Beverungen, Daniel and Boes, Andreas and Breidbach, Christoph and Gersch,
    Martin and Gudergan, Gerhard and Hogreve, Jens and et al.}, year={2025} }'
  chicago: 'Böhmann, Tilo, Angela Roth, Gerhard Satzger, Carina Benz, Daniel Beverungen,
    Andreas Boes, Christoph Breidbach, et al. “Continuous Value Shaping: A Boundary
    Concept for Innovating Service Innovation Approaches.” <i>Electronic Markets</i>
    35, no. 1 (2025). <a href="https://doi.org/10.1007/s12525-025-00771-1">https://doi.org/10.1007/s12525-025-00771-1</a>.'
  ieee: 'T. Böhmann <i>et al.</i>, “Continuous value shaping: A boundary concept for
    innovating service innovation approaches,” <i>Electronic Markets</i>, vol. 35,
    no. 1, Art. no. 27, 2025, doi: <a href="https://doi.org/10.1007/s12525-025-00771-1">10.1007/s12525-025-00771-1</a>.'
  mla: 'Böhmann, Tilo, et al. “Continuous Value Shaping: A Boundary Concept for Innovating
    Service Innovation Approaches.” <i>Electronic Markets</i>, vol. 35, no. 1, 27,
    Springer Science and Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s12525-025-00771-1">10.1007/s12525-025-00771-1</a>.'
  short: T. Böhmann, A. Roth, G. Satzger, C. Benz, D. Beverungen, A. Boes, C. Breidbach,
    M. Gersch, G. Gudergan, J. Hogreve, C. Kurtz, B. Langes, J.M. Leimeister, T. Lewandowski,
    T. Meiren, R. Nägele, S. Paluch, C. Peters, J. Poeppelbuss, S. Robra-Bissantz,
    C. Schultz, J.H. Schumann, J. Wirtz, N.V. Wünderlich, Electronic Markets 35 (2025).
date_created: 2025-04-04T06:10:26Z
date_updated: 2025-11-10T10:19:25Z
ddc:
- '380'
department:
- _id: '195'
doi: 10.1007/s12525-025-00771-1
external_id:
  unknown:
  - https://link.springer.com/article/10.1007/s12525-025-00771-1
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2025-04-04T06:19:38Z
  date_updated: 2025-04-04T06:19:38Z
  file_id: '59336'
  file_name: Continuous Value Shaping - EM.pdf
  file_size: 920032
  relation: main_file
  success: 1
file_date_updated: 2025-04-04T06:19:38Z
has_accepted_license: '1'
intvolume: '        35'
issue: '1'
jel:
- M10
keyword:
- Continuous value shaping (CVS)
- Service research
- Service innovation
- Digitalization
- Sustainability
- Interdisciplinary research
language:
- iso: eng
project:
- _id: '1250'
  name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
    mit Unternehmen'
publication: Electronic Markets
publication_identifier:
  issn:
  - 1019-6781
  - 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'Continuous value shaping: A boundary concept for innovating service innovation
  approaches'
type: journal_article
user_id: '59677'
volume: 35
year: '2025'
...
---
_id: '61410'
abstract:
- lang: eng
  text: "Purpose: The purpose of this study is to identify, analyze, and explain the
    implications that could\r\narise for service settings if AI systems develop, or
    are perceived to develop, consciousness – the\r\nability to acknowledge their
    own existence and the capacity for positive or negative experiences.\r\n\r\nDesign/methodology/approach:
    This study proposes and explores four hypothetical scenarios in\r\nwhich conscious
    AI in service could manifest. We contextualize our resulting typology in the\r\nhealth
    service context and integrate extant literature on technology-enabled service,
    AI\r\nconsciousness, and AI ethics into the narrative.\r\n\r\nFindings: This study
    provides a unique theoretical contribution to service research in the form of\r\na
    Type IV theory. It enables future service researchers to apprehend, explain, and
    predict how\r\nfunctionally conscious AI in service might unfold.\r\n\r\nOriginality:
    An increasingly prolific public discourse acknowledges that conscious AI systems\r\nmay
    emerge. Against this backdrop, this study aims to systematically explore a question
    that is\r\nperhaps the most critical and timely, but also inherently speculative,
    in relation to AI in service\r\nresearch by introducing much-needed theory and
    terminology.\r\n\r\nPractical implications: The ethical use of conscious AI in
    service could emerge as a distinct\r\ncompetitive advantage in the future. Achieving
    this outcome involves speculative yet actionable\r\nrecommendations that include
    training, guiding, and controlling how humans engage with such\r\nsystems, developing
    appropriate wellbeing protocols for functionally conscious AI systems, and\r\nestablishing
    AI rights and governance frameworks."
article_type: original
author:
- first_name: Christoph
  full_name: Breidbach, Christoph
  last_name: Breidbach
- first_name: Casper Ferm
  full_name: Lars-Erik, Casper Ferm
  last_name: Lars-Erik
- first_name: Paul
  full_name: Maglio, Paul
  last_name: Maglio
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
- first_name: Jochen
  full_name: Wirtz, Jochen
  last_name: Wirtz
- first_name: Alex
  full_name: Twigg, Alex
  last_name: Twigg
citation:
  ama: Breidbach C, Lars-Erik CF, Maglio P, Beverungen D, Wirtz J, Twigg A. Conscious
    Artificial Intelligence in Service. <i>Journal of Service Management</i>.
  apa: Breidbach, C., Lars-Erik, C. F., Maglio, P., Beverungen, D., Wirtz, J., &#38;
    Twigg, A. (n.d.). Conscious Artificial Intelligence in Service. <i>Journal of
    Service Management</i>.
  bibtex: '@article{Breidbach_Lars-Erik_Maglio_Beverungen_Wirtz_Twigg, title={Conscious
    Artificial Intelligence in Service}, journal={Journal of Service Management},
    publisher={Emerald}, author={Breidbach, Christoph and Lars-Erik, Casper Ferm and
    Maglio, Paul and Beverungen, Daniel and Wirtz, Jochen and Twigg, Alex} }'
  chicago: Breidbach, Christoph, Casper Ferm Lars-Erik, Paul Maglio, Daniel Beverungen,
    Jochen Wirtz, and Alex Twigg. “Conscious Artificial Intelligence in Service.”
    <i>Journal of Service Management</i>, n.d.
  ieee: C. Breidbach, C. F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, and A.
    Twigg, “Conscious Artificial Intelligence in Service,” <i>Journal of Service Management</i>.
  mla: Breidbach, Christoph, et al. “Conscious Artificial Intelligence in Service.”
    <i>Journal of Service Management</i>, Emerald.
  short: C. Breidbach, C.F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, A. Twigg,
    Journal of Service Management (n.d.).
date_created: 2025-09-23T11:47:47Z
date_updated: 2025-11-10T10:22:59Z
ddc:
- '380'
department:
- _id: '195'
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2025-11-10T10:20:48Z
  date_updated: 2025-11-10T10:20:48Z
  file_id: '62150'
  file_name: Breidbach et al, 2025_Conscious AI in Service_w link.pdf
  file_size: 743479
  relation: main_file
  success: 1
file_date_updated: 2025-11-10T10:20:48Z
has_accepted_license: '1'
keyword:
- AI
- AI consciousness
- AI ethics
- service systems
language:
- iso: eng
publication: Journal of Service Management
publication_status: inpress
publisher: Emerald
quality_controlled: '1'
status: public
title: Conscious Artificial Intelligence in Service
type: journal_article
user_id: '59677'
year: '2025'
...
---
_id: '62752'
abstract:
- lang: eng
  text: In higher education, assessment/examination procedures should be designed
    to form a coherent learning process that is aligned with the intended learning
    objectives and planned learning activities. However, in academic teacher education
    programmes often use assessment formats that are not well aligned with the demands
    of teachers' actual professional practice. Performance-based assessments can offer
    an alternative, for example in the form of role-play-based simulations with trained
    actors representing typical professional activities in environments of reduced
    complexity. We have developed such a performance-based assessment format for physics
    teacher education, analogous to the Objective Structured Teaching Examinations
    (OSTE) approach used in medical education. The OSTE prototype consists of seven
    short simulative assessments, reflecting four areas of competence (Instruction,
    Assessment, Pedagogy and Innovation) that form a 90-minute examination course.
    In order to investigate prospective physics teachers' perceptions of such an assessment
    format in terms of its suitability as a summative examination procedure, we piloted
    the OSTE prototype with N = 34 physics student teachers from three German universities
    using short questionnaires. The results show that participants perceived the OSTE
    prototype as authentic and relevant, but they also highlight the need for adequate
    new learning opportunities to prepare for such simulative examinations to be integrated
    into teacher education programmes.
author:
- first_name: Christoph
  full_name: Vogelsang, Christoph
  id: '4245'
  last_name: Vogelsang
  orcid: 0000-0002-5804-1855
- first_name: Lea
  full_name: Grotegut, Lea
  id: '34280'
  last_name: Grotegut
- first_name: Philipp
  full_name: Wotschel, Philipp
  id: '89529'
  last_name: Wotschel
- first_name: Thomas
  full_name: Janzen, Thomas
  id: '89329'
  last_name: Janzen
  orcid: 0009-0003-1941-166X
citation:
  ama: 'Vogelsang C, Grotegut L, Wotschel P, Janzen T. Prospective Physics Teachers’ 
    Perceptions of an Objective Structured  Teaching Examination (OSTE). In: ; 2025.'
  apa: Vogelsang, C., Grotegut, L., Wotschel, P., &#38; Janzen, T. (2025). <i>Prospective
    Physics Teachers’  Perceptions of an Objective Structured  Teaching Examination
    (OSTE)</i>. ESERA 2025 Conference, Copenhagen.
  bibtex: '@inproceedings{Vogelsang_Grotegut_Wotschel_Janzen_2025, place={Copenhagen},
    title={Prospective Physics Teachers’  Perceptions of an Objective Structured 
    Teaching Examination (OSTE)}, author={Vogelsang, Christoph and Grotegut, Lea and
    Wotschel, Philipp and Janzen, Thomas}, year={2025} }'
  chicago: Vogelsang, Christoph, Lea Grotegut, Philipp Wotschel, and Thomas Janzen.
    “Prospective Physics Teachers’  Perceptions of an Objective Structured  Teaching
    Examination (OSTE).” Copenhagen, 2025.
  ieee: C. Vogelsang, L. Grotegut, P. Wotschel, and T. Janzen, “Prospective Physics
    Teachers’  Perceptions of an Objective Structured  Teaching Examination (OSTE),”
    presented at the ESERA 2025 Conference, Copenhagen, 2025.
  mla: Vogelsang, Christoph, et al. <i>Prospective Physics Teachers’  Perceptions
    of an Objective Structured  Teaching Examination (OSTE)</i>. 2025.
  short: 'C. Vogelsang, L. Grotegut, P. Wotschel, T. Janzen, in: Copenhagen, 2025.'
conference:
  end_date: 2025-08-30
  location: Copenhagen
  name: ESERA 2025 Conference
  start_date: 2025-08-25
date_created: 2025-12-03T08:43:26Z
date_updated: 2025-12-03T08:56:29Z
department:
- _id: '33'
keyword:
- teacher education
- physics
- assessment
- pre-service teachers
language:
- iso: eng
place: Copenhagen
quality_controlled: '1'
status: public
title: Prospective Physics Teachers'  Perceptions of an Objective Structured  Teaching
  Examination (OSTE)
type: conference
user_id: '4245'
year: '2025'
...
---
_id: '44092'
abstract:
- lang: eng
  text: "We study how competition between physicians affects the provision of medical
    care. In\r\nour theoretical model, physicians are faced with a heterogeneous patient
    population, in which patients\r\nsystematically vary with regard to both their
    responsiveness to the provided quality of care and their\r\nstate of health. We
    test the behavioral predictions derived from this model in a controlled laboratory\r\nexperiment.
    In line with the model, we observe that competition significantly improves patient
    benefits\r\nas long as patients are able to respond to the quality provided. For
    those patients, who are not able\r\nto choose a physician, competition even decreases
    the patient benefit compared to a situation without\r\ncompetition. This decrease
    is in contrast to our theoretical prediction implying no change in benefits for\r\npassive
    patients. Deviations from patient-optimal treatment are highest for passive patients
    in need of\r\na low quantity of medical services. With repetition, both, the positive
    effects of competition for active\r\npatients as well as the negative effects
    of competition for passive patients become more pronounced. Our\r\nresults imply
    that competition can not only improve but also worsen patient outcome and that
    patients’\r\nresponsiveness to quality is decisive."
article_type: original
author:
- first_name: Jeannette
  full_name: Brosig-Koch, Jeannette
  last_name: Brosig-Koch
- first_name: Burkhard
  full_name: Hehenkamp, Burkhard
  id: '37339'
  last_name: Hehenkamp
- first_name: Johanna
  full_name: Kokot, Johanna
  last_name: Kokot
citation:
  ama: Brosig-Koch J, Hehenkamp B, Kokot J. Who benefits from quality competition
    in health care? A theory and a laboratory experiment on the relevance of patient
    characteristics. <i>Health Economics</i>. Published online 2023. doi:<a href="https://doi.org/10.1002/hec.4689">10.1002/hec.4689</a>
  apa: Brosig-Koch, J., Hehenkamp, B., &#38; Kokot, J. (2023). Who benefits from quality
    competition in health care? A theory and a laboratory experiment on the relevance
    of patient characteristics. <i>Health Economics</i>. <a href="https://doi.org/10.1002/hec.4689">https://doi.org/10.1002/hec.4689</a>
  bibtex: '@article{Brosig-Koch_Hehenkamp_Kokot_2023, title={Who benefits from quality
    competition in health care? A theory and a laboratory experiment on the relevance
    of patient characteristics}, DOI={<a href="https://doi.org/10.1002/hec.4689">10.1002/hec.4689</a>},
    journal={Health Economics}, author={Brosig-Koch, Jeannette and Hehenkamp, Burkhard
    and Kokot, Johanna}, year={2023} }'
  chicago: Brosig-Koch, Jeannette, Burkhard Hehenkamp, and Johanna Kokot. “Who Benefits
    from Quality Competition in Health Care? A Theory and a Laboratory Experiment
    on the Relevance of Patient Characteristics.” <i>Health Economics</i>, 2023. <a
    href="https://doi.org/10.1002/hec.4689">https://doi.org/10.1002/hec.4689</a>.
  ieee: 'J. Brosig-Koch, B. Hehenkamp, and J. Kokot, “Who benefits from quality competition
    in health care? A theory and a laboratory experiment on the relevance of patient
    characteristics,” <i>Health Economics</i>, 2023, doi: <a href="https://doi.org/10.1002/hec.4689">10.1002/hec.4689</a>.'
  mla: Brosig-Koch, Jeannette, et al. “Who Benefits from Quality Competition in Health
    Care? A Theory and a Laboratory Experiment on the Relevance of Patient Characteristics.”
    <i>Health Economics</i>, 2023, doi:<a href="https://doi.org/10.1002/hec.4689">10.1002/hec.4689</a>.
  short: J. Brosig-Koch, B. Hehenkamp, J. Kokot, Health Economics (2023).
date_created: 2023-04-20T17:02:41Z
date_updated: 2023-04-20T17:16:14Z
department:
- _id: '280'
- _id: '475'
doi: 10.1002/hec.4689
jel:
- I11
- D43
- C91
keyword:
- physician competition
- patient characteristics
- heterogeneity in quality responses
- fee-for-service
- laboratory experiment
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '7'
  name: 'SFB 901 - A3: SFB 901 - Subproject A3'
publication: Health Economics
quality_controlled: '1'
status: public
title: Who benefits from quality competition in health care? A theory and a laboratory
  experiment on the relevance of patient characteristics
type: journal_article
user_id: '37339'
year: '2023'
...
---
_id: '62969'
author:
- first_name: Pascal
  full_name: Pollmeier, Pascal
  id: '44191'
  last_name: Pollmeier
- first_name: Christoph
  full_name: Vogelsang, Christoph
  id: '4245'
  last_name: Vogelsang
  orcid: 0000-0002-5804-1855
- first_name: Sabine
  full_name: Fechner, Sabine
  id: '54823'
  last_name: Fechner
  orcid: 0000-0001-5645-5870
citation:
  ama: 'Pollmeier P, Vogelsang C, Fechner S. Evidence based practice of pre-service
    teachers. In: <i>15th Conference of the European Science Education Research Association
    (ESERA)</i>. ; 2023.'
  apa: Pollmeier, P., Vogelsang, C., &#38; Fechner, S. (2023). Evidence based practice
    of pre-service teachers. <i>15th Conference of the European Science Education
    Research Association (ESERA)</i>. 15th Conference of the European Science Education
    Research Association (ESERA), Cappadocia.
  bibtex: '@inproceedings{Pollmeier_Vogelsang_Fechner_2023, title={Evidence based
    practice of pre-service teachers}, booktitle={15th Conference of the European
    Science Education Research Association (ESERA)}, author={Pollmeier, Pascal and
    Vogelsang, Christoph and Fechner, Sabine}, year={2023} }'
  chicago: Pollmeier, Pascal, Christoph Vogelsang, and Sabine Fechner. “Evidence Based
    Practice of Pre-Service Teachers.” In <i>15th Conference of the European Science
    Education Research Association (ESERA)</i>, 2023.
  ieee: P. Pollmeier, C. Vogelsang, and S. Fechner, “Evidence based practice of pre-service
    teachers,” presented at the 15th Conference of the European Science Education
    Research Association (ESERA), Cappadocia, 2023.
  mla: Pollmeier, Pascal, et al. “Evidence Based Practice of Pre-Service Teachers.”
    <i>15th Conference of the European Science Education Research Association (ESERA)</i>,
    2023.
  short: 'P. Pollmeier, C. Vogelsang, S. Fechner, in: 15th Conference of the European
    Science Education Research Association (ESERA), 2023.'
conference:
  location: Cappadocia
  name: 15th Conference of the European Science Education Research Association (ESERA)
date_created: 2025-12-08T09:56:33Z
date_updated: 2025-12-13T23:45:09Z
department:
- _id: '386'
- _id: '33'
keyword:
- Epistemologie
- Evidenzen
- Daten
- Umgang mit Daten
- Kompetenzen
- Studierende
- pre-service teachers
language:
- iso: eng
publication: 15th Conference of the European Science Education Research Association
  (ESERA)
quality_controlled: '1'
status: public
title: Evidence based practice of pre-service teachers
type: conference_abstract
user_id: '54823'
year: '2023'
...
---
_id: '29220'
abstract:
- lang: eng
  text: "Modern services often comprise several components, such as chained virtual
    network functions, microservices, or\r\nmachine learning functions. Providing
    such services requires to decide how often to instantiate each component, where
    to place these instances in the network, how to chain them and route traffic through
    them. \r\nTo overcome limitations of conventional, hardwired heuristics, deep
    reinforcement learning (DRL) approaches for self-learning network and service
    management have emerged recently. These model-free DRL approaches are more flexible
    but typically learn tabula rasa, i.e., disregard existing understanding of networks,
    services, and their coordination. \r\n\r\nInstead, we propose FutureCoord, a novel
    model-based AI approach that leverages existing understanding of networks and
    services for more efficient and effective coordination without time-intensive
    training. FutureCoord combines Monte Carlo Tree Search with a stochastic traffic
    model. This allows FutureCoord to estimate the impact of future incoming traffic
    and effectively optimize long-term effects, taking fluctuating demand and Quality
    of Service (QoS) requirements into account. Our extensive evaluation based on
    real-world network topologies, services, and traffic traces indicates that FutureCoord
    clearly outperforms state-of-the-art model-free and model-based approaches with
    up to 51% higher flow success ratios."
author:
- first_name: Stefan
  full_name: Werner, Stefan
  last_name: Werner
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination
    Beyond Certainty. In: <i>IEEE/IFIP Network Operations and Management Symposium
    (NOMS)</i>. IEEE; 2022.'
  apa: 'Werner, S., Schneider, S. B., &#38; Karl, H. (2022). Use What You Know: Network
    and Service Coordination Beyond Certainty. <i>IEEE/IFIP Network Operations and
    Management Symposium (NOMS)</i>. IEEE/IFIP Network Operations and Management Symposium
    (NOMS), Budapest.'
  bibtex: '@inproceedings{Werner_Schneider_Karl_2022, title={Use What You Know: Network
    and Service Coordination Beyond Certainty}, booktitle={IEEE/IFIP Network Operations
    and Management Symposium (NOMS)}, publisher={IEEE}, author={Werner, Stefan and
    Schneider, Stefan Balthasar and Karl, Holger}, year={2022} }'
  chicago: 'Werner, Stefan, Stefan Balthasar Schneider, and Holger Karl. “Use What
    You Know: Network and Service Coordination Beyond Certainty.” In <i>IEEE/IFIP
    Network Operations and Management Symposium (NOMS)</i>. IEEE, 2022.'
  ieee: 'S. Werner, S. B. Schneider, and H. Karl, “Use What You Know: Network and
    Service Coordination Beyond Certainty,” presented at the IEEE/IFIP Network Operations
    and Management Symposium (NOMS), Budapest, 2022.'
  mla: 'Werner, Stefan, et al. “Use What You Know: Network and Service Coordination
    Beyond Certainty.” <i>IEEE/IFIP Network Operations and Management Symposium (NOMS)</i>,
    IEEE, 2022.'
  short: 'S. Werner, S.B. Schneider, H. Karl, in: IEEE/IFIP Network Operations and
    Management Symposium (NOMS), IEEE, 2022.'
conference:
  end_date: 2022-04-29
  location: Budapest
  name: IEEE/IFIP Network Operations and Management Symposium (NOMS)
  start_date: 2022-04-25
date_created: 2022-01-11T08:43:26Z
date_updated: 2022-01-11T08:44:04Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2022-01-11T08:39:57Z
  date_updated: 2022-01-11T08:39:57Z
  file_id: '29222'
  file_name: author_version.pdf
  file_size: 528653
  relation: main_file
file_date_updated: 2022-01-11T08:39:57Z
has_accepted_license: '1'
keyword:
- network management
- service management
- AI
- Monte Carlo Tree Search
- model-based
- QoS
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
publication: IEEE/IFIP Network Operations and Management Symposium (NOMS)
publisher: IEEE
quality_controlled: '1'
status: public
title: 'Use What You Know: Network and Service Coordination Beyond Certainty'
type: conference
user_id: '35343'
year: '2022'
...
---
_id: '35324'
abstract:
- lang: ger
  text: Die Ausbildung von Lehrkräften teilt sich in Studium und Vorbereitungsdienst.
    Während im Studium Wissen grundgelegt wird, dient der Vorbereitungsdienst, der
    überwiegend in der Schule stattfindet, dem Erwerb praktischer Kompetenzen, was
    den Rückbezug auf theoretisch fundierte Kenntnisse und den Aufbau erfahrungsbasierten
    Wissens umfasst. Die Maßnahmen zur Eindämmung der Corona-Pandemie verändern nicht
    nur den Schulalltag, sondern haben auch Einfluss auf die Kompetenzentwicklung
    angehender Lehrkräfte im Vorbereitungsdienst, die ihre Berufsausbildung unter
    veränderten Rahmenbedingungen durchführen müssen. Die aktuellen Rahmenbedingungen
    können u. a. aufgrund fehlender bzw. eingeschränkter Praxiserfahrungen eine reguläre
    Ausbildung erschweren, was zu einem erhöhten Belastungsempfinden der angehenden
    Lehrkräfte beitragen kann. In diesem Beitrag wird Bezug genommen auf Daten einer
    explorativen Interviewstudie mit Lehramtsanwärterinnen und -anwärtern aus Nordrhein-Westfalen
    (N = 19), die während der Pandemie im Jahr 2020 ihren Vorbereitungsdienst absolviert
    haben. Es wird dabei den Fragen nachgegangen, welche Belastungsfaktoren im Zusammenhang
    mit der Corona-Pandemie während des Vorbereitungsdienstes auftreten können und
    inwieweit sich angehende Lehrkräfte während ihres Vorbereitungsdienstes vor dem
    Hintergrund der aktuellen Rahmenbedingungen infolge der Corona-Pandemie als belastet
    erleben.
- lang: eng
  text: Teacher education is divided into studies and preparatory service. While knowledge
    is acquired during studies, the preparatory service, which takes place predominantly
    in schools, serves to acquire practical competencies, which include reference
    to theoretical knowledge and the development of experience-based knowledge. The
    measures to contain the corona pandemic not only change everyday school life but
    also have an impact on the competence development of prospective teachers in preparatory
    service, who have to carry out their professional training under changed boundary
    conditions. Among other things, the current boundary conditions can make regular
    training more difficult due to a lack of or limited practical experience, which
    then can contribute to an increased feeling of stress among prospective teachers.
    This article refers to data from an explorative interview study with prospective
    teachers from North Rhine-Westphalia (N = 19) who completed their preparatory
    service during the pandemic in the year 2020. It is discussed which stress factors
    can occur in connection with the corona pandemic during preparatory service and
    to what extent prospective teachers experience themselves as stressed during their
    preparatory service against the background of the current boundary conditions
    as a result of the corona pandemic.
alternative_title:
- Explorative Ergebnisse zur durch die Corona-Pandemie veränderten Ausbildungssituation
author:
- first_name: Marike
  full_name: Bruns, Marike
  last_name: Bruns
- first_name: Carina
  full_name: Caruso, Carina
  id: '23123'
  last_name: Caruso
- first_name: Luisa
  full_name: Ackermann, Luisa
  last_name: Ackermann
citation:
  ama: 'Bruns M, Caruso C, Ackermann L. Das Belastungserleben von Lehramtsanwärterinnen
    und -anwärtern im Vorbereitungsdienst. In: Heisler D, Maier J, eds. <i>Berufsausbildung
    zwischen Hygienemaßnahmen und Lockdown(s). Folgen für die schulische und außerschulische
    Berufsausbildung in Schule, im Betrieb und bei Bildungsträgern</i>. Vol 65. Berufsbildung,
    Arbeit und Innovation. wbv; 2022:191–209. doi:<a href="https://doi.org/10.3278/9783763972579">10.3278/9783763972579</a>'
  apa: Bruns, M., Caruso, C., &#38; Ackermann, L. (2022). Das Belastungserleben von
    Lehramtsanwärterinnen und -anwärtern im Vorbereitungsdienst. In D. Heisler &#38;
    J. Maier (Eds.), <i>Berufsausbildung zwischen Hygienemaßnahmen und Lockdown(s).
    Folgen für die schulische und außerschulische Berufsausbildung in Schule, im Betrieb
    und bei Bildungsträgern</i> (Vol. 65, pp. 191–209). wbv. <a href="https://doi.org/10.3278/9783763972579">https://doi.org/10.3278/9783763972579</a>
  bibtex: '@inbook{Bruns_Caruso_Ackermann_2022, place={Bielefeld}, series={Berufsbildung,
    Arbeit und Innovation}, title={Das Belastungserleben von Lehramtsanwärterinnen
    und -anwärtern im Vorbereitungsdienst}, volume={65}, DOI={<a href="https://doi.org/10.3278/9783763972579">10.3278/9783763972579</a>},
    booktitle={Berufsausbildung zwischen Hygienemaßnahmen und Lockdown(s). Folgen
    für die schulische und außerschulische Berufsausbildung in Schule, im Betrieb
    und bei Bildungsträgern}, publisher={wbv}, author={Bruns, Marike and Caruso, Carina
    and Ackermann, Luisa}, editor={Heisler, Dietmar  and Maier, Jörg }, year={2022},
    pages={191–209}, collection={Berufsbildung, Arbeit und Innovation} }'
  chicago: 'Bruns, Marike, Carina Caruso, and Luisa Ackermann. “Das Belastungserleben
    von Lehramtsanwärterinnen und -anwärtern im Vorbereitungsdienst.” In <i>Berufsausbildung
    zwischen Hygienemaßnahmen und Lockdown(s). Folgen für die schulische und außerschulische
    Berufsausbildung in Schule, im Betrieb und bei Bildungsträgern</i>, edited by
    Dietmar  Heisler and Jörg  Maier, 65:191–209. Berufsbildung, Arbeit und Innovation.
    Bielefeld: wbv, 2022. <a href="https://doi.org/10.3278/9783763972579">https://doi.org/10.3278/9783763972579</a>.'
  ieee: 'M. Bruns, C. Caruso, and L. Ackermann, “Das Belastungserleben von Lehramtsanwärterinnen
    und -anwärtern im Vorbereitungsdienst,” in <i>Berufsausbildung zwischen Hygienemaßnahmen
    und Lockdown(s). Folgen für die schulische und außerschulische Berufsausbildung
    in Schule, im Betrieb und bei Bildungsträgern</i>, vol. 65, D. Heisler and J.
    Maier, Eds. Bielefeld: wbv, 2022, pp. 191–209.'
  mla: Bruns, Marike, et al. “Das Belastungserleben von Lehramtsanwärterinnen und
    -anwärtern im Vorbereitungsdienst.” <i>Berufsausbildung zwischen Hygienemaßnahmen
    und Lockdown(s). Folgen für die schulische und außerschulische Berufsausbildung
    in Schule, im Betrieb und bei Bildungsträgern</i>, edited by Dietmar  Heisler
    and Jörg  Maier, vol. 65, wbv, 2022, pp. 191–209, doi:<a href="https://doi.org/10.3278/9783763972579">10.3278/9783763972579</a>.
  short: 'M. Bruns, C. Caruso, L. Ackermann, in: D. Heisler, J. Maier (Eds.), Berufsausbildung
    zwischen Hygienemaßnahmen und Lockdown(s). Folgen für die schulische und außerschulische
    Berufsausbildung in Schule, im Betrieb und bei Bildungsträgern, wbv, Bielefeld,
    2022, pp. 191–209.'
date_created: 2023-01-06T11:31:52Z
date_updated: 2023-01-06T12:16:11Z
doi: 10.3278/9783763972579
editor:
- first_name: 'Dietmar '
  full_name: 'Heisler, Dietmar '
  last_name: Heisler
- first_name: 'Jörg '
  full_name: 'Maier, Jörg '
  last_name: Maier
intvolume: '        65'
keyword:
- Corona-Pandemie
- Lehramtsanwärter:innen
- Lehrer:innenausbildung
- Professionalisierung
- Vorbereitungsdienst / corona pandemic
- prospective teachers
- teacher training
- professionalization
- preparatory service
language:
- iso: ger
page: 191–209
place: Bielefeld
publication: Berufsausbildung zwischen Hygienemaßnahmen und Lockdown(s). Folgen für
  die schulische und außerschulische Berufsausbildung in Schule, im Betrieb und bei
  Bildungsträgern
publication_identifier:
  eisbn:
  - 978-3-7639-7257-9
  isbn:
  - 978-3-7639-7146-6
publication_status: published
publisher: wbv
series_title: Berufsbildung, Arbeit und Innovation
status: public
title: Das Belastungserleben von Lehramtsanwärterinnen und -anwärtern im Vorbereitungsdienst
type: book_chapter
user_id: '86519'
volume: 65
year: '2022'
...
---
_id: '40046'
abstract:
- lang: eng
  text: Theoretical approaches to the transformation towards an inclusive educational
    system in Germany mostly agree on the involvement of developmental tasks in subject
    related research (Hinz, 2011). The common understanding of inclusion as a process
    geared towards equal participation of all children (Booth, 2012) requires a reflexive
    questioning of established values, attitudes and practices in order to develop
    inclusive subject related research, teacher training and teaching and learning
    (Pech & Schomaker, 2013). Among other things, this results in consequences for
    the design of pre- service teacher training. To a large extent, teacher education
    is driven by the promotion of central competencies, interests and self-efficacy
    (Baumert & Kunter, 2011). It aims towards the development and realisation of inclusive
    interdisciplinary science and social studies (‘Sachunterricht’) in primary education
    (Moser, 2018). In conjunction with largely acknowledged constructivist approaches
    to teaching and learning (Möller, 2001), the development of personality, the consideration
    of basic needs (Deci & Ryan, 1993) and promotion of individual potentials are
    repeatedly fundamentally represented in subject related and pedagogical considerations
    (Feuser, 1989; GDSU, 2013). Therefore, the aforementioned constructivist approach
    is connected to several certain key paradigms for teaching and learning processes
    (e.g., Vygotskij, 1978; Posner et al., 1982; van de Pol et al., 2010). In this
    regard, the nature of primary school students’ basic needs have empirically not
    been sufficiently studied yet. Theoretical frameworks from motivational psychology
    (Deci & Ryan, 1993) do not explicitly address how individual needs differ and
    how the diversity of needs can be included in joint-learning, multi-perspective
    technology education classes. The research project the present paper is part of
    aims to develop a research-based concept for the professionalisation of pre-service
    teachers in a seminar course. Therefore, the promotion of the pre- service teachers’
    interests and self-efficacy expectations have been assessed in a pre-post research
    design with a control group visiting another course not related to technology
    education and inclusion. The present paper describes and discusses first results
    of the project and will give an outlook on subsequent developmental tasks.
author:
- first_name: Franz
  full_name: Schröer, Franz
  id: '71764'
  last_name: Schröer
- first_name: Claudia
  full_name: Tenberge, Claudia
  id: '67302'
  last_name: Tenberge
citation:
  ama: 'Schröer F, Tenberge C. How to enable pre-service teachers to design technological
    teaching and learning inclusively? – On the nature and consideration of basic
    needs in teacher training. In: Gill D, Tuff J, Kennedy T, Pendergast S, Jamil
    S, eds. <i>PATT39 - PATT on the Edge Technology, Innovation and Education</i>.
    PATT Proceedings. ; 2022:49-57.'
  apa: Schröer, F., &#38; Tenberge, C. (2022). How to enable pre-service teachers
    to design technological teaching and learning inclusively? – On the nature and
    consideration of basic needs in teacher training. In D. Gill, J. Tuff, T. Kennedy,
    S. Pendergast, &#38; S. Jamil (Eds.), <i>PATT39 - PATT on the Edge Technology,
    Innovation and Education</i> (pp. 49–57).
  bibtex: '@inproceedings{Schröer_Tenberge_2022, place={St. John’s, Newfoundland and
    Labrador, Canada}, series={PATT Proceedings}, title={How to enable pre-service
    teachers to design technological teaching and learning inclusively? – On the nature
    and consideration of basic needs in teacher training}, booktitle={PATT39 - PATT
    on the Edge Technology, Innovation and Education}, author={Schröer, Franz and
    Tenberge, Claudia}, editor={Gill, David and Tuff, Jim and Kennedy, Thomas and
    Pendergast, Shawn and Jamil, Sana}, year={2022}, pages={49–57}, collection={PATT
    Proceedings} }'
  chicago: Schröer, Franz, and Claudia Tenberge. “How to Enable Pre-Service Teachers
    to Design Technological Teaching and Learning Inclusively? – On the Nature and
    Consideration of Basic Needs in Teacher Training.” In <i>PATT39 - PATT on the
    Edge Technology, Innovation and Education</i>, edited by David Gill, Jim Tuff,
    Thomas Kennedy, Shawn Pendergast, and Sana Jamil, 49–57. PATT Proceedings. St.
    John’s, Newfoundland and Labrador, Canada, 2022.
  ieee: F. Schröer and C. Tenberge, “How to enable pre-service teachers to design
    technological teaching and learning inclusively? – On the nature and consideration
    of basic needs in teacher training,” in <i>PATT39 - PATT on the Edge Technology,
    Innovation and Education</i>, St. John’s, Newfoundland and Labrador, Canada, 2022,
    pp. 49–57.
  mla: Schröer, Franz, and Claudia Tenberge. “How to Enable Pre-Service Teachers to
    Design Technological Teaching and Learning Inclusively? – On the Nature and Consideration
    of Basic Needs in Teacher Training.” <i>PATT39 - PATT on the Edge Technology,
    Innovation and Education</i>, edited by David Gill et al., 2022, pp. 49–57.
  short: 'F. Schröer, C. Tenberge, in: D. Gill, J. Tuff, T. Kennedy, S. Pendergast,
    S. Jamil (Eds.), PATT39 - PATT on the Edge Technology, Innovation and Education,
    St. John’s, Newfoundland and Labrador, Canada, 2022, pp. 49–57.'
conference:
  end_date: 2022-06-24
  location: St. John’s, Newfoundland and Labrador, Canada
  name: PATT39 - PATT on the Edge Technology, Innovation and Education
  start_date: 2022-06-21
date_created: 2023-01-25T15:13:45Z
date_updated: 2023-01-25T15:13:57Z
department:
- _id: '588'
editor:
- first_name: David
  full_name: Gill, David
  last_name: Gill
- first_name: Jim
  full_name: Tuff, Jim
  last_name: Tuff
- first_name: Thomas
  full_name: Kennedy, Thomas
  last_name: Kennedy
- first_name: Shawn
  full_name: Pendergast, Shawn
  last_name: Pendergast
- first_name: Sana
  full_name: Jamil, Sana
  last_name: Jamil
keyword:
- Inclusion
- basic needs
- pre-service teacher training
- interest
- self-efficacy
language:
- iso: eng
main_file_link:
- url: https://research.edgehill.ac.uk/ws/portalfiles/portal/50821651/patt39_proceedings_june_17_2022.pdf
page: 49-57
place: St. John’s, Newfoundland and Labrador, Canada
publication: PATT39 - PATT on the Edge Technology, Innovation and Education
publication_identifier:
  unknown:
  - https://research.edgehill.ac.uk/ws/portalfiles/portal/50821651/patt39_proceedings_june_17_2022.pdf
publication_status: published
quality_controlled: '1'
series_title: PATT Proceedings
status: public
title: How to enable pre-service teachers to design technological teaching and learning
  inclusively? – On the nature and consideration of basic needs in teacher training
type: conference
user_id: '71764'
year: '2022'
...
---
_id: '21543'
abstract:
- lang: eng
  text: "Services often consist of multiple chained components such as microservices
    in a service mesh, or machine learning functions in a pipeline. Providing these
    services requires online coordination including scaling the service, placing instance
    of all components in the network, scheduling traffic to these instances, and routing
    traffic through the network. Optimized service coordination is still a hard problem
    due to many influencing factors such as rapidly arriving user demands and limited
    node and link capacity. Existing approaches to solve the problem are often built
    on rigid models and assumptions, tailored to specific scenarios. If the scenario
    changes and the assumptions no longer hold, they easily break and require manual
    adjustments by experts. Novel self-learning approaches using deep reinforcement
    learning (DRL) are promising but still have limitations as they only address simplified
    versions of the problem and are typically centralized and thus do not scale to
    practical large-scale networks.\r\n\r\nTo address these issues, we propose a distributed
    self-learning service coordination approach using DRL. After centralized training,
    we deploy a distributed DRL agent at each node in the network, making fast coordination
    decisions locally in parallel with the other nodes. Each agent only observes its
    direct neighbors and does not need global knowledge. Hence, our approach scales
    independently from the size of the network. In our extensive evaluation using
    real-world network topologies and traffic traces, we show that our proposed approach
    outperforms a state-of-the-art conventional heuristic as well as a centralized
    DRL approach (60% higher throughput on average) while requiring less time per
    online decision (1 ms)."
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Haydar
  full_name: Qarawlus, Haydar
  last_name: Qarawlus
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Schneider SB, Qarawlus H, Karl H. Distributed Online Service Coordination
    Using Deep Reinforcement Learning. In: <i>IEEE International Conference on Distributed
    Computing Systems (ICDCS)</i>. IEEE; 2021.'
  apa: 'Schneider, S. B., Qarawlus, H., &#38; Karl, H. (2021). Distributed Online
    Service Coordination Using Deep Reinforcement Learning. In <i>IEEE International
    Conference on Distributed Computing Systems (ICDCS)</i>. Washington, DC, USA:
    IEEE.'
  bibtex: '@inproceedings{Schneider_Qarawlus_Karl_2021, title={Distributed Online
    Service Coordination Using Deep Reinforcement Learning}, booktitle={IEEE International
    Conference on Distributed Computing Systems (ICDCS)}, publisher={IEEE}, author={Schneider,
    Stefan Balthasar and Qarawlus, Haydar and Karl, Holger}, year={2021} }'
  chicago: Schneider, Stefan Balthasar, Haydar Qarawlus, and Holger Karl. “Distributed
    Online Service Coordination Using Deep Reinforcement Learning.” In <i>IEEE International
    Conference on Distributed Computing Systems (ICDCS)</i>. IEEE, 2021.
  ieee: S. B. Schneider, H. Qarawlus, and H. Karl, “Distributed Online Service Coordination
    Using Deep Reinforcement Learning,” in <i>IEEE International Conference on Distributed
    Computing Systems (ICDCS)</i>, Washington, DC, USA, 2021.
  mla: Schneider, Stefan Balthasar, et al. “Distributed Online Service Coordination
    Using Deep Reinforcement Learning.” <i>IEEE International Conference on Distributed
    Computing Systems (ICDCS)</i>, IEEE, 2021.
  short: 'S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference
    on Distributed Computing Systems (ICDCS), IEEE, 2021.'
conference:
  location: Washington, DC, USA
  name: IEEE International Conference on Distributed Computing Systems (ICDCS)
date_created: 2021-03-18T17:15:47Z
date_updated: 2022-01-06T06:55:04Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2021-03-18T17:12:56Z
  date_updated: 2021-03-18T17:12:56Z
  file_id: '21544'
  file_name: public_author_version.pdf
  file_size: 606321
  relation: main_file
  title: Distributed Online Service Coordination Using Deep Reinforcement Learning
file_date_updated: 2021-03-18T17:12:56Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- reinforcement learning
- distributed
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: IEEE International Conference on Distributed Computing Systems (ICDCS)
publisher: IEEE
related_material:
  link:
  - relation: software
    url: https://github.com/ RealVNF/distributed-drl-coordination
status: public
title: Distributed Online Service Coordination Using Deep Reinforcement Learning
type: conference
user_id: '35343'
year: '2021'
...
---
_id: '20693'
abstract:
- lang: eng
  text: "In practical, large-scale networks, services are requested\r\nby users across
    the globe, e.g., for video streaming.\r\nServices consist of multiple interconnected
    components such as\r\nmicroservices in a service mesh. Coordinating these services\r\nrequires
    scaling them according to continuously changing user\r\ndemand, deploying instances
    at the edge close to their users,\r\nand routing traffic efficiently between users
    and connected instances.\r\nNetwork and service coordination is commonly addressed\r\nthrough
    centralized approaches, where a single coordinator\r\nknows everything and coordinates
    the entire network globally.\r\nWhile such centralized approaches can reach global
    optima, they\r\ndo not scale to large, realistic networks. In contrast, distributed\r\napproaches
    scale well, but sacrifice solution quality due to their\r\nlimited scope of knowledge
    and coordination decisions.\r\n\r\nTo this end, we propose a hierarchical coordination
    approach\r\nthat combines the good solution quality of centralized approaches\r\nwith
    the scalability of distributed approaches. In doing so, we divide\r\nthe network
    into multiple hierarchical domains and optimize\r\ncoordination in a top-down
    manner. We compare our hierarchical\r\nwith a centralized approach in an extensive
    evaluation on a real-world\r\nnetwork topology. Our results indicate that hierarchical\r\ncoordination
    can find close-to-optimal solutions in a fraction of\r\nthe runtime of centralized
    approaches."
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Mirko
  full_name: Jürgens, Mirko
  last_name: Jürgens
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Schneider SB, Jürgens M, Karl H. Divide and Conquer: Hierarchical Network
    and Service Coordination. In: <i>IFIP/IEEE International Symposium on Integrated
    Network Management (IM)</i>. IFIP/IEEE; 2021.'
  apa: 'Schneider, S. B., Jürgens, M., &#38; Karl, H. (2021). Divide and Conquer:
    Hierarchical Network and Service Coordination. In <i>IFIP/IEEE International Symposium
    on Integrated Network Management (IM)</i>. Bordeaux, France: IFIP/IEEE.'
  bibtex: '@inproceedings{Schneider_Jürgens_Karl_2021, title={Divide and Conquer:
    Hierarchical Network and Service Coordination}, booktitle={IFIP/IEEE International
    Symposium on Integrated Network Management (IM)}, publisher={IFIP/IEEE}, author={Schneider,
    Stefan Balthasar and Jürgens, Mirko and Karl, Holger}, year={2021} }'
  chicago: 'Schneider, Stefan Balthasar, Mirko Jürgens, and Holger Karl. “Divide and
    Conquer: Hierarchical Network and Service Coordination.” In <i>IFIP/IEEE International
    Symposium on Integrated Network Management (IM)</i>. IFIP/IEEE, 2021.'
  ieee: 'S. B. Schneider, M. Jürgens, and H. Karl, “Divide and Conquer: Hierarchical
    Network and Service Coordination,” in <i>IFIP/IEEE International Symposium on
    Integrated Network Management (IM)</i>, Bordeaux, France, 2021.'
  mla: 'Schneider, Stefan Balthasar, et al. “Divide and Conquer: Hierarchical Network
    and Service Coordination.” <i>IFIP/IEEE International Symposium on Integrated
    Network Management (IM)</i>, IFIP/IEEE, 2021.'
  short: 'S.B. Schneider, M. Jürgens, H. Karl, in: IFIP/IEEE International Symposium
    on Integrated Network Management (IM), IFIP/IEEE, 2021.'
conference:
  location: Bordeaux, France
  name: IFIP/IEEE International Symposium on Integrated Network Management (IM)
date_created: 2020-12-11T08:39:47Z
date_updated: 2022-01-06T06:54:32Z
ddc:
- '006'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2020-12-11T08:37:37Z
  date_updated: 2020-12-11T08:37:37Z
  file_id: '20694'
  file_name: preprint_with_header.pdf
  file_size: 7979772
  relation: main_file
  title: 'Divide and Conquer: Hierarchical Network and Service Coordination'
file_date_updated: 2020-12-11T08:37:37Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- hierarchical
- scalability
- nfv
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: IFIP/IEEE International Symposium on Integrated Network Management (IM)
publisher: IFIP/IEEE
quality_controlled: '1'
status: public
title: 'Divide and Conquer: Hierarchical Network and Service Coordination'
type: conference
user_id: '35343'
year: '2021'
...
---
_id: '21808'
abstract:
- lang: eng
  text: "Modern services consist of interconnected components,e.g., microservices
    in a service mesh or machine learning functions in a pipeline. These services
    can scale and run across multiple network nodes on demand. To process incoming
    traffic, service components have to be instantiated and traffic assigned to these
    instances, taking capacities, changing demands, and Quality of Service (QoS) requirements
    into account. This challenge is usually solved with custom approaches designed
    by experts. While this typically works well for the considered scenario, the models
    often rely on unrealistic assumptions or on knowledge that is not available in
    practice (e.g., a priori knowledge).\r\n\r\nWe propose DeepCoord, a novel deep
    reinforcement learning approach that learns how to best coordinate services and
    is geared towards realistic assumptions. It interacts with the network and relies
    on available, possibly delayed monitoring information. Rather than defining a
    complex model or an algorithm on how to achieve an objective, our model-free approach
    adapts to various objectives and traffic patterns. An agent is trained offline
    without expert knowledge and then applied online with minimal overhead. Compared
    to a state-of-the-art heuristic, DeepCoord significantly improves flow throughput
    (up to 76%) and overall network utility (more than 2x) on realworld network topologies
    and traffic traces. It also supports optimizing multiple, possibly competing objectives,
    learns to respect QoS requirements, generalizes to scenarios with unseen, stochastic
    traffic, and scales to large real-world networks. For reproducibility and reuse,
    our code is publicly available."
article_type: original
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Ramin
  full_name: Khalili, Ramin
  last_name: Khalili
- first_name: Adnan
  full_name: Manzoor, Adnan
  last_name: Manzoor
- first_name: Haydar
  full_name: Qarawlus, Haydar
  last_name: Qarawlus
- first_name: Rafael
  full_name: Schellenberg, Rafael
  last_name: Schellenberg
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
- first_name: Artur
  full_name: Hecker, Artur
  last_name: Hecker
citation:
  ama: Schneider SB, Khalili R, Manzoor A, et al. Self-Learning Multi-Objective Service
    Coordination Using Deep Reinforcement Learning. <i>Transactions on Network and
    Service Management</i>. 2021. doi:<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>
  apa: Schneider, S. B., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R.,
    Karl, H., &#38; Hecker, A. (2021). Self-Learning Multi-Objective Service Coordination
    Using Deep Reinforcement Learning. <i>Transactions on Network and Service Management</i>.
    <a href="https://doi.org/10.1109/TNSM.2021.3076503">https://doi.org/10.1109/TNSM.2021.3076503</a>
  bibtex: '@article{Schneider_Khalili_Manzoor_Qarawlus_Schellenberg_Karl_Hecker_2021,
    title={Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement
    Learning}, DOI={<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>},
    journal={Transactions on Network and Service Management}, publisher={IEEE}, author={Schneider,
    Stefan Balthasar and Khalili, Ramin and Manzoor, Adnan and Qarawlus, Haydar and
    Schellenberg, Rafael and Karl, Holger and Hecker, Artur}, year={2021} }'
  chicago: Schneider, Stefan Balthasar, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus,
    Rafael Schellenberg, Holger Karl, and Artur Hecker. “Self-Learning Multi-Objective
    Service Coordination Using Deep Reinforcement Learning.” <i>Transactions on Network
    and Service Management</i>, 2021. <a href="https://doi.org/10.1109/TNSM.2021.3076503">https://doi.org/10.1109/TNSM.2021.3076503</a>.
  ieee: S. B. Schneider <i>et al.</i>, “Self-Learning Multi-Objective Service Coordination
    Using Deep Reinforcement Learning,” <i>Transactions on Network and Service Management</i>,
    2021.
  mla: Schneider, Stefan Balthasar, et al. “Self-Learning Multi-Objective Service
    Coordination Using Deep Reinforcement Learning.” <i>Transactions on Network and
    Service Management</i>, IEEE, 2021, doi:<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>.
  short: S.B. Schneider, R. Khalili, A. Manzoor, H. Qarawlus, R. Schellenberg, H.
    Karl, A. Hecker, Transactions on Network and Service Management (2021).
date_created: 2021-04-27T08:04:16Z
date_updated: 2022-01-06T06:55:15Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/TNSM.2021.3076503
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2021-04-27T08:01:26Z
  date_updated: 2021-04-27T08:01:26Z
  description: Author version of the accepted paper
  file_id: '21809'
  file_name: ris-accepted-version.pdf
  file_size: 4172270
  relation: main_file
file_date_updated: 2021-04-27T08:01:26Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- reinforcement learning
- self-learning
- self-adaptation
- multi-objective
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: Transactions on Network and Service Management
publisher: IEEE
status: public
title: Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement
  Learning
type: journal_article
user_id: '35343'
year: '2021'
...
---
_id: '17860'
abstract:
- lang: eng
  text: "Purpose\r\nThe purpose of this paper is to identify strategic options and
    challenges that arise when an industrial firm moves from providing smart service
    toward providing a platform.\r\n\r\nDesign/methodology/approach\r\nThis conceptual
    study takes on a multidisciplinary research perspective that integrates concepts,
    theories and insights from service management and marketing, information systems
    and platform economics.\r\n\r\nFindings\r\nThe paper outlines three platform types
    – smart data platform, smart product platform and matching platform – as strategic
    options for firms that wish to evolve from smart service providers to platform
    providers.\r\n\r\nResearch limitations/implications\r\nInvestigating smart service
    platforms calls for launching interdisciplinary research initiatives. Promising
    research avenues are outlined to span boundaries that separate different research
    disciplines today.\r\n\r\nPractical implications\r\nManaging a successful transition
    from providing smart service toward providing a platform requires making significant
    investments in IT, platform-related capabilities and skills, as well as implement
    new approaches toward relationship management and brand-building.\r\n\r\nOriginality/value\r\nThe
    findings described in this paper are valuable to researchers in multiple disciplines
    seeking to develop and to justify theory related to platforms in industrial scenarios."
article_type: original
author:
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
- first_name: Nancy
  full_name: Wünderlich, Nancy
  id: '36392'
  last_name: Wünderlich
citation:
  ama: 'Beverungen D, Kundisch D, Wünderlich N. Transforming into a Platform Provider:
    Strategic Options for Industrial Smart Service Providers. <i>Journal of Service
    Management</i>. 2021;32(4):507-532. doi:<a href="https://doi.org/10.1108/JOSM-03-2020-0066">10.1108/JOSM-03-2020-0066</a>'
  apa: 'Beverungen, D., Kundisch, D., &#38; Wünderlich, N. (2021). Transforming into
    a Platform Provider: Strategic Options for Industrial Smart Service Providers.
    <i>Journal of Service Management</i>, <i>32</i>(4), 507–532. <a href="https://doi.org/10.1108/JOSM-03-2020-0066">https://doi.org/10.1108/JOSM-03-2020-0066</a>'
  bibtex: '@article{Beverungen_Kundisch_Wünderlich_2021, title={Transforming into
    a Platform Provider: Strategic Options for Industrial Smart Service Providers},
    volume={32}, DOI={<a href="https://doi.org/10.1108/JOSM-03-2020-0066">10.1108/JOSM-03-2020-0066</a>},
    number={4}, journal={Journal of Service Management}, publisher={Emerald Insight},
    author={Beverungen, Daniel and Kundisch, Dennis and Wünderlich, Nancy}, year={2021},
    pages={507–532} }'
  chicago: 'Beverungen, Daniel, Dennis Kundisch, and Nancy Wünderlich. “Transforming
    into a Platform Provider: Strategic Options for Industrial Smart Service Providers.”
    <i>Journal of Service Management</i> 32, no. 4 (2021): 507–32. <a href="https://doi.org/10.1108/JOSM-03-2020-0066">https://doi.org/10.1108/JOSM-03-2020-0066</a>.'
  ieee: 'D. Beverungen, D. Kundisch, and N. Wünderlich, “Transforming into a Platform
    Provider: Strategic Options for Industrial Smart Service Providers,” <i>Journal
    of Service Management</i>, vol. 32, no. 4, pp. 507–532, 2021, doi: <a href="https://doi.org/10.1108/JOSM-03-2020-0066">10.1108/JOSM-03-2020-0066</a>.'
  mla: 'Beverungen, Daniel, et al. “Transforming into a Platform Provider: Strategic
    Options for Industrial Smart Service Providers.” <i>Journal of Service Management</i>,
    vol. 32, no. 4, Emerald Insight, 2021, pp. 507–32, doi:<a href="https://doi.org/10.1108/JOSM-03-2020-0066">10.1108/JOSM-03-2020-0066</a>.'
  short: D. Beverungen, D. Kundisch, N. Wünderlich, Journal of Service Management
    32 (2021) 507–532.
date_created: 2020-08-12T12:12:36Z
date_updated: 2024-04-18T12:46:37Z
ddc:
- '380'
department:
- _id: '276'
- _id: '181'
doi: 10.1108/JOSM-03-2020-0066
intvolume: '        32'
issue: '4'
keyword:
- Smart service
- Platform
- Interdisciplinary research
- Manufacturing company
- Smart service provider
- Platform economics
- Information systems
- Multi-sided markets
- Business-to-business (B2B) markets
language:
- iso: eng
page: 507-532
project:
- _id: '1'
  grant_number: '160364472'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Journal of Service Management
publication_identifier:
  issn:
  - 507-532
publication_status: published
publisher: Emerald Insight
quality_controlled: '1'
status: public
title: 'Transforming into a Platform Provider: Strategic Options for Industrial Smart
  Service Providers'
type: journal_article
user_id: '59677'
volume: 32
year: '2021'
...
---
_id: '23379'
abstract:
- lang: ger
  text: 'Mit der zunehmenden Bedeutung von digitalen Lösungen und innovativen Dienstleistungen
    geht eine signifikante Transformation des produzierenden Gewerbes einher. Die
    Digitalisierung führt zu intelligenten Produkten, die Daten generieren und über
    das Internet austauschen. Auf Basis dieser Daten können Produkthersteller gänzlich
    neue digitale Dienstleistungen anbieten, sogenannte Smart Services. Ihre erfolgreiche
    Umsetzung ist essentiell, um in der Wettbewerbsarena der Zukunft bestehen zu können.
    Die Gestaltung eines Smart Service-Geschäfts ist jedoch nicht trivial. Ziel der
    vorliegenden Arbeit ist eine Systematik zur Entwicklung von Smart Service-Strategien
    im produzierenden Gewerbe. Die Systematik besteht aus drei Bestandteilen: der
    Erste ist die Konzeption von Smart Service-Strategien im Sinne eines Referenzmodells.
    Sie definiert die auszugestaltenden Aspekte. Der Zweite ist das Gestaltungswissen.
    Es werden Normstrategien und Funktionalitäten im Kontext von Smart Services für
    die Strategieentwicklung bereitgestellt. Die Strategieentwicklung wird im dritten
    Bestandteil adressiert, einer Methode bestehend aus einem Vorgehensmodell und
    unterstützenden Hilfsmitteln. Das Vorgehensmodell orchestriert den Einsatz der
    Hilfsmittel und des Gestaltungswissens. Resultat ist eine Smart Service-Strategie,
    die die Vision für das Smart Service-Geschäft sowie den Weg zu deren Realisierung
    darstellt. Die Systematik wurde anhand eines Unternehmens des Sondermaschinenbaus
    erfolgreich validiert.'
- lang: eng
  text: 'The increasing importance of digital solutions and innovative services is
    accompanied by a significant transformation of manufacturing. Digitalization leads
    to intelligent products that generate data and exchange them via the internet.
    Based on these data, product manufacturers can offer completely new digital services,
    so-called smart services. Their successful implementation is essential in order
    to survive in the competitive arena of the future. However, the design of a smart
    service-business is not trivial.The goal of this dissertation is a procedure for
    the development of smart service-strategies in manufacturing. It consists of three
    components: the first one is the conceptualization of smart service-strategies
    in the sense of a reference model. It defines the aspects to be determined during
    strategy development. The second component is design knowledge. It provides standard
    strategies and functionalities in the context of smart services for the development
    of the strategy. This is done using the third component, a method consisting of
    a process model and corresponding tools. The process model orchestrates the use
    of the tools and the design knowledge. The result is a smart service-strategy,
    which includes the vision for the smart service-business and the way to its realization.
    The procedure was successfully validated by means of a company in the field of
    special-purpose machine construction.'
author:
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
citation:
  ama: Koldewey C. <i>Systematik zur Entwicklung von Smart Service-Strategien im produzierenden
    Gewerbe</i>. Vol 399.; 2021:4, 217, A-41. doi:<a href="https://doi.org/10.17619/UNIPB/1-1167">10.17619/UNIPB/1-1167</a>
  apa: Koldewey, C. (2021). <i>Systematik zur Entwicklung von Smart Service-Strategien
    im produzierenden Gewerbe</i> (Vol. 399, pp. 4, 217, A-41). <a href="https://doi.org/10.17619/UNIPB/1-1167">https://doi.org/10.17619/UNIPB/1-1167</a>
  bibtex: '@book{Koldewey_2021, place={Paderborn}, series={Verlagsschriftenreihe des
    Heinz Nixdorf Instituts}, title={Systematik zur Entwicklung von Smart Service-Strategien
    im produzierenden Gewerbe}, volume={399}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-1167">10.17619/UNIPB/1-1167</a>},
    author={Koldewey, Christian}, year={2021}, pages={4, 217, A-41}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts} }'
  chicago: Koldewey, Christian. <i>Systematik zur Entwicklung von Smart Service-Strategien
    im produzierenden Gewerbe</i>. Vol. 399. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts. Paderborn, 2021. <a href="https://doi.org/10.17619/UNIPB/1-1167">https://doi.org/10.17619/UNIPB/1-1167</a>.
  ieee: C. Koldewey, <i>Systematik zur Entwicklung von Smart Service-Strategien im
    produzierenden Gewerbe</i>, vol. 399. Paderborn, 2021, pp. 4, 217, A-41.
  mla: Koldewey, Christian. <i>Systematik zur Entwicklung von Smart Service-Strategien
    im produzierenden Gewerbe</i>. 2021, pp. 4, 217, A-41, doi:<a href="https://doi.org/10.17619/UNIPB/1-1167">10.17619/UNIPB/1-1167</a>.
  short: C. Koldewey, Systematik zur Entwicklung von Smart Service-Strategien im produzierenden
    Gewerbe, Paderborn, 2021.
date_created: 2021-08-09T15:45:09Z
date_updated: 2024-07-12T12:05:50Z
ddc:
- '650'
department:
- _id: '563'
- _id: '26'
doi: 10.17619/UNIPB/1-1167
file:
- access_level: closed
  content_type: application/pdf
  creator: koldewey
  date_created: 2021-08-20T18:35:06Z
  date_updated: 2021-08-20T18:35:06Z
  file_id: '23461'
  file_name: Dissertation_Christian_Koldewey(1).pdf
  file_size: 47059853
  relation: main_file
  success: 1
file_date_updated: 2021-08-20T18:35:06Z
has_accepted_license: '1'
intvolume: '       399'
jel:
- O32
keyword:
- Smart Service
- Strategie
language:
- iso: ger
page: 4, 217, A-41
place: Paderborn
publication_identifier:
  isbn:
  - 978-3-947647-18-7
publication_status: epub_ahead
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
supervisor:
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Rainer
  full_name: Stark, Rainer
  last_name: Stark
title: Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe
type: dissertation
user_id: '1112'
volume: 399
year: '2021'
...
---
_id: '37274'
abstract:
- lang: eng
  text: How are activation programs for the young unemployed implemented? How do street-level
    bureaucrats deal with competing rationalities and demands for action? Transition
    policies increasingly aim at promoting self-regulation and constructing employable
    subjects. Stephan Dahmen explores the practical regulation of biographical transitions
    in activation programs for the young unemployed by focusing on the interactive
    accomplishment of activation work. The study reveals how the critical tensions
    of activation policies are continually re-interpreted and adapted to local contingencies
    and describes the various organisational technologies used for creating employable
    subjects.
author:
- first_name: Stephan
  full_name: Dahmen, Stephan
  id: '95659'
  last_name: Dahmen
citation:
  ama: Dahmen S. <i>Regulating Transitions from School to Work. An Institutional Ethnography
    of Activation Work in Action</i>. Bielefeld University Press; 2021. doi:<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>
  apa: Dahmen, S. (2021). <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press. <a href="https://doi.org/10.14361/9783839457061">https://doi.org/10.14361/9783839457061</a>
  bibtex: '@book{Dahmen_2021, title={Regulating Transitions from School to Work. An
    Institutional Ethnography of Activation Work in Action}, DOI={<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>},
    publisher={Bielefeld University Press}, author={Dahmen, Stephan}, year={2021}
    }'
  chicago: Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.
    <a href="https://doi.org/10.14361/9783839457061">https://doi.org/10.14361/9783839457061</a>.
  ieee: S. Dahmen, <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.
  mla: Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021,
    doi:<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>.
  short: S. Dahmen, Regulating Transitions from School to Work. An Institutional Ethnography
    of Activation Work in Action, Bielefeld University Press, 2021.
date_created: 2023-01-18T10:18:09Z
date_updated: 2023-01-18T10:18:54Z
department:
- _id: '723'
- _id: '724'
- _id: '36'
doi: 10.14361/9783839457061
keyword:
- Youth
- Welfare State
- Transitions
- Human Service Organizations
- Institutional Ethnography
- Activation
- Sociology of Conventions
- Work
- Education
- Educational Research
- Sociology of Education
- Social Pedagogy
- History of Education
- Bielefeld University Press
language:
- iso: eng
page: '312'
publisher: Bielefeld University Press
status: public
title: Regulating Transitions from School to Work. An Institutional Ethnography of
  Activation Work in Action
type: book
user_id: '48187'
year: '2021'
...
---
_id: '37273'
abstract:
- lang: eng
  text: How are activation programs for the young unemployed implemented? How do street-level
    bureaucrats deal with competing rationalities and demands for action? Transition
    policies increasingly aim at promoting self-regulation and constructing employable
    subjects. Stephan Dahmen explores the practical regulation of biographical transitions
    in activation programs for the young unemployed by focusing on the interactive
    accomplishment of activation work. The study reveals how the critical tensions
    of activation policies are continually re-interpreted and adapted to local contingencies
    and describes the various organisational technologies used for creating employable
    subjects.
author:
- first_name: Stephan
  full_name: Dahmen, Stephan
  last_name: Dahmen
citation:
  ama: Dahmen S. <i>Regulating Transitions from School to Work. An Institutional Ethnography
    of Activation Work in Action</i>. Bielefeld University Press; 2021. doi:<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>
  apa: Dahmen, S. (2021). <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press. <a href="https://doi.org/10.14361/9783839457061">https://doi.org/10.14361/9783839457061</a>
  bibtex: '@book{Dahmen_2021, title={Regulating Transitions from School to Work. An
    Institutional Ethnography of Activation Work in Action}, DOI={<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>},
    publisher={Bielefeld University Press}, author={Dahmen, Stephan}, year={2021}
    }'
  chicago: Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.
    <a href="https://doi.org/10.14361/9783839457061">https://doi.org/10.14361/9783839457061</a>.
  ieee: S. Dahmen, <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021.
  mla: Dahmen, Stephan. <i>Regulating Transitions from School to Work. An Institutional
    Ethnography of Activation Work in Action</i>. Bielefeld University Press, 2021,
    doi:<a href="https://doi.org/10.14361/9783839457061">10.14361/9783839457061</a>.
  short: S. Dahmen, Regulating Transitions from School to Work. An Institutional Ethnography
    of Activation Work in Action, Bielefeld University Press, 2021.
date_created: 2023-01-18T10:14:30Z
date_updated: 2023-01-18T10:16:56Z
department:
- _id: '723'
- _id: '724'
doi: 10.14361/9783839457061
keyword:
- Youth
- Welfare State
- Transitions
- Human Service Organizations
- Institutional Ethnography
- Activation
- Sociology of Conventions
- Work
- Education
- Educational Research
- Sociology of Education
- Social Pedagogy
- History of Education
- Bielefeld University Press
language:
- iso: eng
page: '312'
publisher: Bielefeld University Press
status: public
title: Regulating Transitions from School to Work. An Institutional Ethnography of
  Activation Work in Action
type: book
user_id: '48187'
year: '2021'
...
