---
_id: '56346'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Özcan D. Quality Key Figures for Developing Future Scenarios. In:
    <i>AHFE International</i>. Vol 158. AHFE International; 2024. doi:<a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>'
  apa: Gräßler, I., &#38; Özcan, D. (2024). Quality Key Figures for Developing Future
    Scenarios. <i>AHFE International</i>, <i>158</i>. <a href="https://doi.org/10.54941/ahfe1005553">https://doi.org/10.54941/ahfe1005553</a>
  bibtex: '@inproceedings{Gräßler_Özcan_2024, title={Quality Key Figures for Developing
    Future Scenarios}, volume={158}, DOI={<a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler,
    Iris and Özcan, Deniz}, year={2024} }'
  chicago: Gräßler, Iris, and Deniz Özcan. “Quality Key Figures for Developing Future
    Scenarios.” In <i>AHFE International</i>, Vol. 158. AHFE International, 2024.
    <a href="https://doi.org/10.54941/ahfe1005553">https://doi.org/10.54941/ahfe1005553</a>.
  ieee: 'I. Gräßler and D. Özcan, “Quality Key Figures for Developing Future Scenarios,”
    in <i>AHFE International</i>, Split, 2024, vol. 158, doi: <a href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>.'
  mla: Gräßler, Iris, and Deniz Özcan. “Quality Key Figures for Developing Future
    Scenarios.” <i>AHFE International</i>, vol. 158, AHFE International, 2024, doi:<a
    href="https://doi.org/10.54941/ahfe1005553">10.54941/ahfe1005553</a>.
  short: 'I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2024.'
conference:
  end_date: 2024-09-26
  location: Split
  name: '6th International Conference on Human Systems Engineering and Design (IHSED2024):
    Future Trends and Applications'
  start_date: 2024-09-24
date_created: 2024-10-07T07:33:08Z
date_updated: 2025-11-13T16:42:28Z
department:
- _id: '43'
- _id: '9'
- _id: '26'
- _id: '152'
doi: 10.54941/ahfe1005553
intvolume: '       158'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  unknown:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: Quality Key Figures for Developing Future Scenarios
type: conference
user_id: '58595'
volume: 158
year: '2024'
...
---
_id: '62228'
abstract:
- lang: eng
  text: This chapter highlights the intricate nature of data and their profound social
    implications. It examines the acts of rendering data visible and the inherent
    power dynamics and imbalances that accompany such processes. Our dialogue unfolds
    in three interconnected parts, each focusing on the intersection of in/visibility
    and power. Part 1 attends to the challenges of producing knowledge about and with
    data, emphasizing the relativity, fluidity, and instability inherent in data.
    It explores frameworks that uncover the often invisible infrastructures of algorithms,
    rendering visible the actors, technologies, and divergent values involved in data
    manipulation. Part 2 presents empirical case studies that analyse the consequences
    of data visibility while contemplating the methodological opportunities and challenges
    of foregrounding the embedded values and norms within data. Part 3 discusses tool-based
    interventions aimed at bringing alternative data framings and narratives to the
    fore. It examines the complexities of tracing data across various contexts and
    the value, utility, and obstacles associated with creating visual representations
    of data and their flows. By critically engaging with the complexities of data
    in/visibility, this chapter challenges existing gatekeepers and fosters a deeper
    understanding of the multifaceted nature of data and its socio-political ramifications.
author:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
- first_name: Petter
  full_name: Falk, Petter
  last_name: Falk
- first_name: Jonathan W. Y.
  full_name: Gray, Jonathan W. Y.
  last_name: Gray
- first_name: Juliane
  full_name: Jarke, Juliane
  last_name: Jarke
- first_name: Katharina
  full_name: Kinder-Kurlanda, Katharina
  last_name: Kinder-Kurlanda
- first_name: Evan
  full_name: Light, Evan
  last_name: Light
- first_name: Ellouise
  full_name: McGeachey, Ellouise
  last_name: McGeachey
- first_name: Itzelle Medina
  full_name: Perea, Itzelle Medina
  last_name: Perea
- first_name: Nikolaus
  full_name: Poechhacker, Nikolaus
  last_name: Poechhacker
- first_name: Lindsay
  full_name: Poirier, Lindsay
  last_name: Poirier
- first_name: Theo
  full_name: Röhle, Theo
  last_name: Röhle
- first_name: Tamar
  full_name: Sharon, Tamar
  last_name: Sharon
- first_name: Marthe
  full_name: Stevens, Marthe
  last_name: Stevens
- first_name: Bernard van
  full_name: Gastel, Bernard van
  last_name: Gastel
- first_name: Quinn
  full_name: White, Quinn
  last_name: White
- first_name: Irina
  full_name: Zakharova, Irina
  last_name: Zakharova
citation:
  ama: 'Fahimi M, Falk P, Gray JWY, et al. In/visibilities in Data Studies: Methods,
    Tools, and Interventions. In: <i>Dialogues in Data Power</i>. Bristol University
    Press; 2024:52–79.'
  apa: 'Fahimi, M., Falk, P., Gray, J. W. Y., Jarke, J., Kinder-Kurlanda, K., Light,
    E., McGeachey, E., Perea, I. M., Poechhacker, N., Poirier, L., Röhle, T., Sharon,
    T., Stevens, M., Gastel, B. van, White, Q., &#38; Zakharova, I. (2024). In/visibilities
    in Data Studies: Methods, Tools, and Interventions. In <i>Dialogues in Data Power</i>
    (pp. 52–79). Bristol University Press.'
  bibtex: '@inbook{Fahimi_Falk_Gray_Jarke_Kinder-Kurlanda_Light_McGeachey_Perea_Poechhacker_Poirier_et
    al._2024, title={In/visibilities in Data Studies: Methods, Tools, and Interventions},
    booktitle={Dialogues in Data Power}, publisher={Bristol University Press}, author={Fahimi,
    Miriam and Falk, Petter and Gray, Jonathan W. Y. and Jarke, Juliane and Kinder-Kurlanda,
    Katharina and Light, Evan and McGeachey, Ellouise and Perea, Itzelle Medina and
    Poechhacker, Nikolaus and Poirier, Lindsay and et al.}, year={2024}, pages={52–79}
    }'
  chicago: 'Fahimi, Miriam, Petter Falk, Jonathan W. Y. Gray, Juliane Jarke, Katharina
    Kinder-Kurlanda, Evan Light, Ellouise McGeachey, et al. “In/Visibilities in Data
    Studies: Methods, Tools, and Interventions.” In <i>Dialogues in Data Power</i>,
    52–79. Bristol University Press, 2024.'
  ieee: 'M. Fahimi <i>et al.</i>, “In/visibilities in Data Studies: Methods, Tools,
    and Interventions,” in <i>Dialogues in Data Power</i>, Bristol University Press,
    2024, pp. 52–79.'
  mla: 'Fahimi, Miriam, et al. “In/Visibilities in Data Studies: Methods, Tools, and
    Interventions.” <i>Dialogues in Data Power</i>, Bristol University Press, 2024,
    pp. 52–79.'
  short: 'M. Fahimi, P. Falk, J.W.Y. Gray, J. Jarke, K. Kinder-Kurlanda, E. Light,
    E. McGeachey, I.M. Perea, N. Poechhacker, L. Poirier, T. Röhle, T. Sharon, M.
    Stevens, B. van Gastel, Q. White, I. Zakharova, in: Dialogues in Data Power, Bristol
    University Press, 2024, pp. 52–79.'
date_created: 2025-11-18T09:58:30Z
date_updated: 2025-11-18T10:02:15Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
page: 52–79
publication: Dialogues in Data Power
publication_identifier:
  isbn:
  - 978-1-5292-3832-7
publisher: Bristol University Press
status: public
title: 'In/visibilities in Data Studies: Methods, Tools, and Interventions'
type: book_chapter
user_id: '118059'
year: '2024'
...
---
_id: '62230'
abstract:
- lang: eng
  text: 'Algorithms have risen to become one, if not the central technology for producing,
    circulating, and evaluating knowledge in multiple societal arenas. In this book,
    scholars from the social sciences, humanities, and computer science argue that
    this shift has, and will continue to have, profound implications for how knowledge
    is produced and what and whose knowledge is valued and deemed valid. To attend
    to this fundamental change, the authors propose the concept of algorithmic regimes
    and demonstrate how they transform the epistemological, methodological, and political
    foundations of knowledge production, sensemaking, and decision-making in contemporary
    societies. Across sixteen chapters, the volume offers a diverse collection of
    contributions along three perspectives on algorithmic regimes: the methods necessary
    to research and design algorithmic regimes, the ways in which algorithmic regimes
    reconfigure sociotechnical interactions, and the politics engrained in algorithmic
    regimes.'
author:
- first_name: Katharina
  full_name: Kinder-Kurlanda, Katharina
  last_name: Kinder-Kurlanda
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: 'Kinder-Kurlanda K, Fahimi M. Making Algorithms Fair: Ethnographic Insights
    from Machine Learning Interventions. In: Jarke J, Prietl B, Egbert S, Boeva Y,
    Heuer H, Arnold M, eds. <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i>
    Amsterdam University Press; 2024:309–330.'
  apa: 'Kinder-Kurlanda, K., &#38; Fahimi, M. (2024). Making Algorithms Fair: Ethnographic
    Insights from Machine Learning Interventions. In J. Jarke, B. Prietl, S. Egbert,
    Y. Boeva, H. Heuer, &#38; M. Arnold (Eds.), <i>Algorithmic Regimes. Methods, Interactions,
    and Politics.</i> (pp. 309–330). Amsterdam University Press.'
  bibtex: '@inbook{Kinder-Kurlanda_Fahimi_2024, place={Amsterdam}, title={Making Algorithms
    Fair: Ethnographic Insights from Machine Learning Interventions}, booktitle={Algorithmic
    Regimes. Methods, Interactions, and Politics.}, publisher={Amsterdam University
    Press}, author={Kinder-Kurlanda, Katharina and Fahimi, Miriam}, editor={Jarke,
    Juliane and Prietl, Bianca and Egbert, Simon and Boeva, Yana and Heuer, Hendrik
    and Arnold, Maike}, year={2024}, pages={309–330} }'
  chicago: 'Kinder-Kurlanda, Katharina, and Miriam Fahimi. “Making Algorithms Fair:
    Ethnographic Insights from Machine Learning Interventions.” In <i>Algorithmic
    Regimes. Methods, Interactions, and Politics.</i>, edited by Juliane Jarke, Bianca
    Prietl, Simon Egbert, Yana Boeva, Hendrik Heuer, and Maike Arnold, 309–330. Amsterdam:
    Amsterdam University Press, 2024.'
  ieee: 'K. Kinder-Kurlanda and M. Fahimi, “Making Algorithms Fair: Ethnographic Insights
    from Machine Learning Interventions,” in <i>Algorithmic Regimes. Methods, Interactions,
    and Politics.</i>, J. Jarke, B. Prietl, S. Egbert, Y. Boeva, H. Heuer, and M.
    Arnold, Eds. Amsterdam: Amsterdam University Press, 2024, pp. 309–330.'
  mla: 'Kinder-Kurlanda, Katharina, and Miriam Fahimi. “Making Algorithms Fair: Ethnographic
    Insights from Machine Learning Interventions.” <i>Algorithmic Regimes. Methods,
    Interactions, and Politics.</i>, edited by Juliane Jarke et al., Amsterdam University
    Press, 2024, pp. 309–330.'
  short: 'K. Kinder-Kurlanda, M. Fahimi, in: J. Jarke, B. Prietl, S. Egbert, Y. Boeva,
    H. Heuer, M. Arnold (Eds.), Algorithmic Regimes. Methods, Interactions, and Politics.,
    Amsterdam University Press, Amsterdam, 2024, pp. 309–330.'
date_created: 2025-11-18T10:00:38Z
date_updated: 2025-11-18T10:02:25Z
department:
- _id: '756'
- _id: '26'
editor:
- first_name: Juliane
  full_name: Jarke, Juliane
  last_name: Jarke
- first_name: Bianca
  full_name: Prietl, Bianca
  last_name: Prietl
- first_name: Simon
  full_name: Egbert, Simon
  last_name: Egbert
- first_name: Yana
  full_name: Boeva, Yana
  last_name: Boeva
- first_name: Hendrik
  full_name: Heuer, Hendrik
  last_name: Heuer
- first_name: Maike
  full_name: Arnold, Maike
  last_name: Arnold
language:
- iso: eng
page: 309–330
place: Amsterdam
publication: Algorithmic Regimes. Methods, Interactions, and Politics.
publication_identifier:
  isbn:
  - 978-94-6372-848-5
publisher: Amsterdam University Press
status: public
title: 'Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions'
type: book_chapter
user_id: '118059'
year: '2024'
...
---
_id: '52671'
author:
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: K.
  full_name: Hölzle, K.
  last_name: Hölzle
citation:
  ama: Dumitrescu R, Hölzle K. <i>Vorausschau Und Technologieplanung. 17. Symposium
    Für Vorausschau Und Technologieplanung </i>. Vol Band 413.; 2023.
  apa: 'Dumitrescu, R., &#38; Hölzle, K. (2023). <i>Vorausschau und Technologieplanung.
    17. Symposium für Vorausschau und Technologieplanung : Vol. Band 413</i>.'
  bibtex: '@book{Dumitrescu_Hölzle_2023, series={HNI-Verlagsschriftreihe}, title={Vorausschau
    und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung },
    volume={Band 413}, author={Dumitrescu, Roman and Hölzle, K.}, year={2023}, collection={HNI-Verlagsschriftreihe}
    }'
  chicago: Dumitrescu, Roman, and K. Hölzle. <i>Vorausschau Und Technologieplanung.
    17. Symposium Für Vorausschau Und Technologieplanung </i>. Vol. Band 413. HNI-Verlagsschriftreihe,
    2023.
  ieee: R. Dumitrescu and K. Hölzle, <i>Vorausschau und Technologieplanung. 17. Symposium
    für Vorausschau und Technologieplanung </i>, vol. Band 413. 2023.
  mla: Dumitrescu, Roman, and K. Hölzle. <i>Vorausschau Und Technologieplanung. 17.
    Symposium Für Vorausschau Und Technologieplanung </i>. 2023.
  short: R. Dumitrescu, K. Hölzle, Vorausschau Und Technologieplanung. 17. Symposium
    Für Vorausschau Und Technologieplanung , 2023.
date_created: 2024-03-20T10:58:29Z
date_updated: 2024-04-02T09:47:28Z
department:
- _id: '26'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-947647-32-3
series_title: HNI-Verlagsschriftreihe
status: public
title: 'Vorausschau und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung '
type: misc
user_id: '5786'
volume: Band 413
year: '2023'
...
---
_id: '45863'
abstract:
- lang: eng
  text: "In the proposal for our CRC in 2011, we formulated a vision of markets for\r\nIT
    services that describes an approach to the provision of such services\r\nthat
    was novel at that time and, to a large extent, remains so today:\r\n„Our vision
    of on-the-fly computing is that of IT services individually and\r\nautomatically
    configured and brought to execution from flexibly combinable\r\nservices traded
    on markets. At the same time, we aim at organizing\r\nmarkets whose participants
    maintain a lively market of services through\r\nappropriate entrepreneurial actions.“\r\nOver
    the last 12 years, we have developed methods and techniques to\r\naddress problems
    critical to the convenient, efficient, and secure use of\r\non-the-fly computing.
    Among other things, we have made the description\r\nof services more convenient
    by allowing natural language input,\r\nincreased the quality of configured services
    through (natural language)\r\ninteraction and more efficient configuration processes
    and analysis\r\nprocedures, made the quality of (the products of) providers in
    the\r\nmarketplace transparent through reputation systems, and increased the\r\nresource
    efficiency of execution through reconfigurable heterogeneous\r\ncomputing nodes
    and an integrated treatment of service description and\r\nconfiguration. We have
    also developed network infrastructures that have\r\na high degree of adaptivity,
    scalability, efficiency, and reliability, and\r\nprovide cryptographic guarantees
    of anonymity and security for market\r\nparticipants and their products and services.\r\nTo
    demonstrate the pervasiveness of the OTF computing approach, we\r\nhave implemented
    a proof-of-concept for OTF computing that can run\r\ntypical scenarios of an OTF
    market. We illustrated the approach using\r\na cutting-edge application scenario
    – automated machine learning (AutoML).\r\nFinally, we have been pushing our work
    for the perpetuation of\r\nOn-The-Fly Computing beyond the SFB and sharing the
    expertise gained\r\nin the SFB in events with industry partners as well as transfer
    projects.\r\nThis work required a broad spectrum of expertise. Computer scientists\r\nand
    economists with research interests such as computer networks and\r\ndistributed
    algorithms, security and cryptography, software engineering\r\nand verification,
    configuration and machine learning, computer engineering\r\nand HPC, microeconomics
    and game theory, business informatics\r\nand management have successfully collaborated
    here."
alternative_title:
- Collaborative Research Centre 901 (2011 – 2023)
author:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. <i>On-The-Fly
    Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Heinz
    Nixdorf Institut, Universität Paderborn; 2023. doi:<a href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>
  apa: Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., &#38; Wehrheim,
    H. (2023). <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>
    (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-1797">https://doi.org/10.17619/UNIPB/1-1797</a>
  bibtex: '@book{Haake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place={Paderborn},
    series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly
    Computing -- Individualized IT-services in dynamic markets}, volume={412}, DOI={<a
    href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>}, publisher={Heinz
    Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Meyer
    auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim,
    Heike}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts}
    }'
  chicago: 'Haake, Claus-Jochen, Friedhelm Meyer auf der Heide, Marco Platzner, Henning
    Wachsmuth, and Heike Wehrheim. <i>On-The-Fly Computing -- Individualized IT-Services
    in Dynamic Markets</i>. Vol. 412. Verlagsschriftenreihe Des Heinz Nixdorf Instituts.
    Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href="https://doi.org/10.17619/UNIPB/1-1797">https://doi.org/10.17619/UNIPB/1-1797</a>.'
  ieee: 'C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim,
    <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>,
    vol. 412. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023.'
  mla: Haake, Claus-Jochen, et al. <i>On-The-Fly Computing -- Individualized IT-Services
    in Dynamic Markets</i>. Heinz Nixdorf Institut, Universität Paderborn, 2023, doi:<a
    href="https://doi.org/10.17619/UNIPB/1-1797">10.17619/UNIPB/1-1797</a>.
  short: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim,
    On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf
    Institut, Universität Paderborn, Paderborn, 2023.
date_created: 2023-07-05T07:16:51Z
date_updated: 2024-07-12T12:07:59Z
ddc:
- '000'
department:
- _id: '7'
- _id: '78'
- _id: '26'
doi: 10.17619/UNIPB/1-1797
file:
- access_level: open_access
  content_type: application/pdf
  creator: ups
  date_created: 2023-07-05T07:15:55Z
  date_updated: 2023-07-05T07:19:14Z
  file_id: '45864'
  file_name: SFB-Buch-Final.pdf
  file_size: 15480050
  relation: main_file
file_date_updated: 2023-07-05T07:19:14Z
has_accepted_license: '1'
intvolume: '       412'
language:
- iso: eng
oa: '1'
page: '247'
place: Paderborn
project:
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '82'
  name: 'SFB 901 - T: SFB 901 - Project Area T'
- _id: '5'
  grant_number: '160364472'
  name: 'SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen
    Netzen (Subproject A1)'
- _id: '7'
  grant_number: '160364472'
  name: 'SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation
    (Subproject A3)'
- _id: '8'
  grant_number: '160364472'
  name: 'SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen
    (Subproject A4)'
- _id: '9'
  grant_number: '160364472'
  name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
    B1)'
- _id: '10'
  grant_number: '160364472'
  name: 'SFB 901 - B2: Konfiguration und Bewertung (B02)'
- _id: '11'
  name: 'SFB 901 - B3: SFB 901 - Subproject B3'
- _id: '12'
  name: 'SFB 901 - B4: SFB 901 - Subproject B4'
- _id: '13'
  grant_number: '160364472'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
- _id: '14'
  grant_number: '160364472'
  name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
    (Subproject C2)'
- _id: '16'
  grant_number: '160364472'
  name: 'SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter
    Dienste in konfigurierbaren Rechenzentren (Subproject C4)'
- _id: '17'
  name: 'SFB 901 - C5: SFB 901 - Subproject C5'
- _id: '83'
  name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '84'
  grant_number: '160364472'
  name: 'SFB 901 - T2: SFB 901 -Subproject T2'
publication_identifier:
  unknown:
  - 978-3-947647-31-6
publisher: Heinz Nixdorf Institut, Universität Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: On-The-Fly Computing -- Individualized IT-services in dynamic markets
type: book
user_id: '1112'
volume: 412
year: '2023'
...
---
_id: '42344'
author:
- first_name: Nico
  full_name: Rüddenklau, Nico
  id: '22359'
  last_name: Rüddenklau
citation:
  ama: Rüddenklau N. <i>Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten</i>.
  apa: Rüddenklau, N. (n.d.). <i>Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten</i>.
  bibtex: '@book{Rüddenklau, title={Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten}, author={Rüddenklau,
    Nico} }'
  chicago: Rüddenklau, Nico. <i>Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten</i>, n.d.
  ieee: N. Rüddenklau, <i>Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten</i>. .
  mla: Rüddenklau, Nico. <i>Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten</i>.
  short: N. Rüddenklau, Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten
    zur Entwicklung von Lichtfunktionen in virtuellen Nachtfahrten, n.d.
date_created: 2023-02-23T10:16:24Z
date_updated: 2024-07-12T12:07:11Z
department:
- _id: '153'
- _id: '26'
language:
- iso: ger
publication_status: unpublished
status: public
supervisor:
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
title: Hardware-in-the-Loop-Simulation von HD-Scheinwerfer-Steuergeräten zur Entwicklung
  von Lichtfunktionen in virtuellen Nachtfahrten
type: dissertation
user_id: '1112'
year: '2023'
...
---
_id: '42345'
author:
- first_name: Patrick
  full_name: Biemelt, Patrick
  id: '24876'
  last_name: Biemelt
citation:
  ama: Biemelt P. <i>Entwurf und Analyse modellprädiktiver Regelungsansätze zur Steigerung
    des Immersionsempfindens in interaktiven Fahrsimulationen</i>.
  apa: Biemelt, P. (n.d.). <i>Entwurf und Analyse modellprädiktiver Regelungsansätze
    zur Steigerung des Immersionsempfindens in interaktiven Fahrsimulationen</i>.
  bibtex: '@book{Biemelt, title={Entwurf und Analyse modellprädiktiver Regelungsansätze
    zur Steigerung des Immersionsempfindens in interaktiven Fahrsimulationen}, author={Biemelt,
    Patrick} }'
  chicago: Biemelt, Patrick. <i>Entwurf und Analyse modellprädiktiver Regelungsansätze
    zur Steigerung des Immersionsempfindens in interaktiven Fahrsimulationen</i>,
    n.d.
  ieee: P. Biemelt, <i>Entwurf und Analyse modellprädiktiver Regelungsansätze zur
    Steigerung des Immersionsempfindens in interaktiven Fahrsimulationen</i>. .
  mla: Biemelt, Patrick. <i>Entwurf und Analyse modellprädiktiver Regelungsansätze
    zur Steigerung des Immersionsempfindens in interaktiven Fahrsimulationen</i>.
  short: P. Biemelt, Entwurf und Analyse modellprädiktiver Regelungsansätze zur Steigerung
    des Immersionsempfindens in interaktiven Fahrsimulationen, n.d.
date_created: 2023-02-23T10:17:42Z
date_updated: 2024-07-12T12:07:25Z
department:
- _id: '153'
- _id: '26'
language:
- iso: ger
publication_status: unpublished
status: public
supervisor:
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
title: Entwurf und Analyse modellprädiktiver Regelungsansätze zur Steigerung des Immersionsempfindens
  in interaktiven Fahrsimulationen
type: dissertation
user_id: '1112'
year: '2023'
...
---
_id: '62231'
abstract:
- lang: eng
  text: Explainable artificial intelligence (XAI) is a rapidly growing research field
    that has received a lot of attention during the last few years. An important goal
    of the field is to use its methods to detect (social) bias and discrimination.
    Despite these positive intentions, aspects of XAI can be in conflict with feminist
    approaches and values. Therefore, our conceptual contribution brings forward both
    a careful assessment of current XAI methods, as well as visions for carefully
    doing XAI from a feminist perspective. We conclude with a discussion on the possibilities
    for caring XAI, and the challenges that might lie along the way.
author:
- first_name: Laura
  full_name: State, Laura
  last_name: State
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
citation:
  ama: 'State L, Fahimi M. Careful Explanations: A Feminist Perspective on XAI. In:
    <i>Proceedings of the 2nd European Workshop on Algorithmic Fairness</i>. CEUR
    Workshop Proceedings; 2023.'
  apa: 'State, L., &#38; Fahimi, M. (2023). Careful Explanations: A Feminist Perspective
    on XAI. <i>Proceedings of the 2nd European Workshop on Algorithmic Fairness</i>.'
  bibtex: '@inproceedings{State_Fahimi_2023, place={Winterthur, Switzerland}, title={Careful
    Explanations: A Feminist Perspective on XAI}, booktitle={Proceedings of the 2nd
    European Workshop on Algorithmic Fairness}, publisher={CEUR Workshop Proceedings},
    author={State, Laura and Fahimi, Miriam}, year={2023} }'
  chicago: 'State, Laura, and Miriam Fahimi. “Careful Explanations: A Feminist Perspective
    on XAI.” In <i>Proceedings of the 2nd European Workshop on Algorithmic Fairness</i>.
    Winterthur, Switzerland: CEUR Workshop Proceedings, 2023.'
  ieee: 'L. State and M. Fahimi, “Careful Explanations: A Feminist Perspective on
    XAI,” 2023.'
  mla: 'State, Laura, and Miriam Fahimi. “Careful Explanations: A Feminist Perspective
    on XAI.” <i>Proceedings of the 2nd European Workshop on Algorithmic Fairness</i>,
    CEUR Workshop Proceedings, 2023.'
  short: 'L. State, M. Fahimi, in: Proceedings of the 2nd European Workshop on Algorithmic
    Fairness, CEUR Workshop Proceedings, Winterthur, Switzerland, 2023.'
date_created: 2025-11-18T10:01:00Z
date_updated: 2025-11-18T10:02:09Z
department:
- _id: '756'
- _id: '26'
language:
- iso: eng
place: Winterthur, Switzerland
publication: Proceedings of the 2nd European Workshop on Algorithmic Fairness
publisher: CEUR Workshop Proceedings
status: public
title: 'Careful Explanations: A Feminist Perspective on XAI'
type: conference
user_id: '118059'
year: '2023'
...
---
_id: '30868'
abstract:
- lang: eng
  text: "Algorithm configuration (AC) is concerned with the automated search of the\r\nmost
    suitable parameter configuration of a parametrized algorithm. There is\r\ncurrently
    a wide variety of AC problem variants and methods proposed in the\r\nliterature.
    Existing reviews do not take into account all derivatives of the AC\r\nproblem,
    nor do they offer a complete classification scheme. To this end, we\r\nintroduce
    taxonomies to describe the AC problem and features of configuration\r\nmethods,
    respectively. We review existing AC literature within the lens of our\r\ntaxonomies,
    outline relevant design choices of configuration approaches,\r\ncontrast methods
    and problem variants against each other, and describe the\r\nstate of AC in industry.
    Finally, our review provides researchers and\r\npractitioners with a look at future
    research directions in the field of AC."
author:
- first_name: Elias
  full_name: Schede, Elias
  last_name: Schede
- first_name: Jasmin
  full_name: Brandt, Jasmin
  last_name: Brandt
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Viktor
  full_name: Bengs, Viktor
  id: '76599'
  last_name: Bengs
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
citation:
  ama: Schede E, Brandt J, Tornede A, et al. A Survey of Methods for Automated Algorithm
    Configuration. <i>arXiv:220201651</i>. Published online 2022.
  apa: Schede, E., Brandt, J., Tornede, A., Wever, M. D., Bengs, V., Hüllermeier,
    E., &#38; Tierney, K. (2022). A Survey of Methods for Automated Algorithm Configuration.
    In <i>arXiv:2202.01651</i>.
  bibtex: '@article{Schede_Brandt_Tornede_Wever_Bengs_Hüllermeier_Tierney_2022, title={A
    Survey of Methods for Automated Algorithm Configuration}, journal={arXiv:2202.01651},
    author={Schede, Elias and Brandt, Jasmin and Tornede, Alexander and Wever, Marcel
    Dominik and Bengs, Viktor and Hüllermeier, Eyke and Tierney, Kevin}, year={2022}
    }'
  chicago: Schede, Elias, Jasmin Brandt, Alexander Tornede, Marcel Dominik Wever,
    Viktor Bengs, Eyke Hüllermeier, and Kevin Tierney. “A Survey of Methods for Automated
    Algorithm Configuration.” <i>ArXiv:2202.01651</i>, 2022.
  ieee: E. Schede <i>et al.</i>, “A Survey of Methods for Automated Algorithm Configuration,”
    <i>arXiv:2202.01651</i>. 2022.
  mla: Schede, Elias, et al. “A Survey of Methods for Automated Algorithm Configuration.”
    <i>ArXiv:2202.01651</i>, 2022.
  short: E. Schede, J. Brandt, A. Tornede, M.D. Wever, V. Bengs, E. Hüllermeier, K.
    Tierney, ArXiv:2202.01651 (2022).
date_created: 2022-04-12T12:00:08Z
date_updated: 2022-04-12T12:01:15Z
department:
- _id: '34'
- _id: '7'
- _id: '26'
external_id:
  arxiv:
  - '2202.01651'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: arXiv:2202.01651
status: public
title: A Survey of Methods for Automated Algorithm Configuration
type: preprint
user_id: '38209'
year: '2022'
...
---
_id: '33033'
author:
- first_name: Lukas
  full_name: Fehring, Lukas
  id: '75695'
  last_name: Fehring
citation:
  ama: Fehring L. <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.;
    2022.
  apa: Fehring, L. (2022). <i>Combined Ranking and Regression Trees for Algorithm
    Selection</i>.
  bibtex: '@book{Fehring_2022, place={Paderborn}, title={Combined Ranking and Regression
    Trees for Algorithm Selection}, author={Fehring, Lukas}, year={2022} }'
  chicago: Fehring, Lukas. <i>Combined Ranking and Regression Trees for Algorithm
    Selection</i>. Paderborn, 2022.
  ieee: L. Fehring, <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.
    Paderborn, 2022.
  mla: Fehring, Lukas. <i>Combined Ranking and Regression Trees for Algorithm Selection</i>.
    2022.
  short: L. Fehring, Combined Ranking and Regression Trees for Algorithm Selection,
    Paderborn, 2022.
date_created: 2022-08-19T09:41:14Z
date_updated: 2022-08-20T07:02:04Z
ddc:
- '006'
department:
- _id: '34'
- _id: '7'
- _id: '26'
file:
- access_level: open_access
  content_type: application/pdf
  creator: ahetzer
  date_created: 2022-08-19T09:39:57Z
  date_updated: 2022-08-19T09:39:57Z
  file_id: '33034'
  file_name: Final Bachelor Thesis.pdf
  file_size: 24830795
  relation: main_file
file_date_updated: 2022-08-19T09:39:57Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Paderborn
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
status: public
title: Combined Ranking and Regression Trees for Algorithm Selection
type: bachelorsthesis
user_id: '38209'
year: '2022'
...
---
_id: '30867'
abstract:
- lang: eng
  text: "In online algorithm selection (OAS), instances of an algorithmic problem\r\nclass
    are presented to an agent one after another, and the agent has to quickly\r\nselect
    a presumably best algorithm from a fixed set of candidate algorithms.\r\nFor decision
    problems such as satisfiability (SAT), quality typically refers to\r\nthe algorithm's
    runtime. As the latter is known to exhibit a heavy-tail\r\ndistribution, an algorithm
    is normally stopped when exceeding a predefined\r\nupper time limit. As a consequence,
    machine learning methods used to optimize\r\nan algorithm selection strategy in
    a data-driven manner need to deal with\r\nright-censored samples, a problem that
    has received little attention in the\r\nliterature so far. In this work, we revisit
    multi-armed bandit algorithms for\r\nOAS and discuss their capability of dealing
    with the problem. Moreover, we\r\nadapt them towards runtime-oriented losses,
    allowing for partially censored\r\ndata while keeping a space- and time-complexity
    independent of the time\r\nhorizon. In an extensive experimental evaluation on
    an adapted version of the\r\nASlib benchmark, we demonstrate that theoretically
    well-founded methods based\r\non Thompson sampling perform specifically strong
    and improve in comparison to\r\nexisting methods."
author:
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Viktor
  full_name: Bengs, Viktor
  id: '76599'
  last_name: Bengs
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Tornede A, Bengs V, Hüllermeier E. Machine Learning for Online Algorithm Selection
    under Censored Feedback. <i>Proceedings of the 36th AAAI Conference on Artificial
    Intelligence</i>. Published online 2022.
  apa: Tornede, A., Bengs, V., &#38; Hüllermeier, E. (2022). Machine Learning for
    Online Algorithm Selection under Censored Feedback. In <i>Proceedings of the 36th
    AAAI Conference on Artificial Intelligence</i>. AAAI.
  bibtex: '@article{Tornede_Bengs_Hüllermeier_2022, title={Machine Learning for Online
    Algorithm Selection under Censored Feedback}, journal={Proceedings of the 36th
    AAAI Conference on Artificial Intelligence}, publisher={AAAI}, author={Tornede,
    Alexander and Bengs, Viktor and Hüllermeier, Eyke}, year={2022} }'
  chicago: Tornede, Alexander, Viktor Bengs, and Eyke Hüllermeier. “Machine Learning
    for Online Algorithm Selection under Censored Feedback.” <i>Proceedings of the
    36th AAAI Conference on Artificial Intelligence</i>. AAAI, 2022.
  ieee: A. Tornede, V. Bengs, and E. Hüllermeier, “Machine Learning for Online Algorithm
    Selection under Censored Feedback,” <i>Proceedings of the 36th AAAI Conference
    on Artificial Intelligence</i>. AAAI, 2022.
  mla: Tornede, Alexander, et al. “Machine Learning for Online Algorithm Selection
    under Censored Feedback.” <i>Proceedings of the 36th AAAI Conference on Artificial
    Intelligence</i>, AAAI, 2022.
  short: A. Tornede, V. Bengs, E. Hüllermeier, Proceedings of the 36th AAAI Conference
    on Artificial Intelligence (2022).
date_created: 2022-04-12T11:58:56Z
date_updated: 2022-08-24T12:44:27Z
department:
- _id: '34'
- _id: '7'
- _id: '26'
external_id:
  arxiv:
  - '2109.06234'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: Proceedings of the 36th AAAI Conference on Artificial Intelligence
publisher: AAAI
status: public
title: Machine Learning for Online Algorithm Selection under Censored Feedback
type: preprint
user_id: '38209'
year: '2022'
...
---
_id: '30865'
abstract:
- lang: eng
  text: "The problem of selecting an algorithm that appears most suitable for a\r\nspecific
    instance of an algorithmic problem class, such as the Boolean\r\nsatisfiability
    problem, is called instance-specific algorithm selection. Over\r\nthe past decade,
    the problem has received considerable attention, resulting in\r\na number of different
    methods for algorithm selection. Although most of these\r\nmethods are based on
    machine learning, surprisingly little work has been done\r\non meta learning,
    that is, on taking advantage of the complementarity of\r\nexisting algorithm selection
    methods in order to combine them into a single\r\nsuperior algorithm selector.
    In this paper, we introduce the problem of meta\r\nalgorithm selection, which
    essentially asks for the best way to combine a given\r\nset of algorithm selectors.
    We present a general methodological framework for\r\nmeta algorithm selection
    as well as several concrete learning methods as\r\ninstantiations of this framework,
    essentially combining ideas of meta learning\r\nand ensemble learning. In an extensive
    experimental evaluation, we demonstrate\r\nthat ensembles of algorithm selectors
    can significantly outperform single\r\nalgorithm selectors and have the potential
    to form the new state of the art in\r\nalgorithm selection."
author:
- first_name: Alexander
  full_name: Tornede, Alexander
  id: '38209'
  last_name: Tornede
- first_name: Lukas
  full_name: Gehring, Lukas
  last_name: Gehring
- first_name: Tanja
  full_name: Tornede, Tanja
  id: '40795'
  last_name: Tornede
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Tornede A, Gehring L, Tornede T, Wever MD, Hüllermeier E. Algorithm Selection
    on a Meta Level. <i>Machine Learning</i>. Published online 2022.
  apa: Tornede, A., Gehring, L., Tornede, T., Wever, M. D., &#38; Hüllermeier, E.
    (2022). Algorithm Selection on a Meta Level. In <i>Machine Learning</i>.
  bibtex: '@article{Tornede_Gehring_Tornede_Wever_Hüllermeier_2022, title={Algorithm
    Selection on a Meta Level}, journal={Machine Learning}, author={Tornede, Alexander
    and Gehring, Lukas and Tornede, Tanja and Wever, Marcel Dominik and Hüllermeier,
    Eyke}, year={2022} }'
  chicago: Tornede, Alexander, Lukas Gehring, Tanja Tornede, Marcel Dominik Wever,
    and Eyke Hüllermeier. “Algorithm Selection on a Meta Level.” <i>Machine Learning</i>,
    2022.
  ieee: A. Tornede, L. Gehring, T. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm
    Selection on a Meta Level,” <i>Machine Learning</i>. 2022.
  mla: Tornede, Alexander, et al. “Algorithm Selection on a Meta Level.” <i>Machine
    Learning</i>, 2022.
  short: A. Tornede, L. Gehring, T. Tornede, M.D. Wever, E. Hüllermeier, Machine Learning
    (2022).
date_created: 2022-04-12T11:55:18Z
date_updated: 2022-08-24T12:45:39Z
department:
- _id: '34'
- _id: '7'
- _id: '26'
external_id:
  arxiv:
  - '2107.09414'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
- _id: '10'
  name: 'SFB 901 - B2: SFB 901 - Subproject B2'
publication: Machine Learning
status: public
title: Algorithm Selection on a Meta Level
type: preprint
user_id: '38209'
year: '2022'
...
---
_id: '52669'
author:
- first_name: A. R.
  full_name: Javed, A. R.
  last_name: Javed
citation:
  ama: Javed AR. <i>Mixed-Signal Baseband Circuit Design for High Data Rate Wireless
    Communication in Bulk CMOS and SiGe BiCMOS Technologies</i>. Vol Band 407.; 2022.
  apa: 'Javed, A. R. (2022). <i>Mixed-Signal Baseband Circuit Design for High Data
    Rate Wireless Communication in Bulk CMOS and SiGe BiCMOS Technologies: Vol. Band
    407</i>.'
  bibtex: '@book{Javed_2022, series={HNI-Verlagsschriftreihe}, title={Mixed-Signal
    Baseband Circuit Design for High Data Rate Wireless Communication in Bulk CMOS
    and SiGe BiCMOS Technologies}, volume={Band 407}, author={Javed, A. R.}, year={2022},
    collection={HNI-Verlagsschriftreihe} }'
  chicago: Javed, A. R. <i>Mixed-Signal Baseband Circuit Design for High Data Rate
    Wireless Communication in Bulk CMOS and SiGe BiCMOS Technologies</i>. Vol. Band
    407. HNI-Verlagsschriftreihe, 2022.
  ieee: A. R. Javed, <i>Mixed-Signal Baseband Circuit Design for High Data Rate Wireless
    Communication in Bulk CMOS and SiGe BiCMOS Technologies</i>, vol. Band 407. 2022.
  mla: Javed, A. R. <i>Mixed-Signal Baseband Circuit Design for High Data Rate Wireless
    Communication in Bulk CMOS and SiGe BiCMOS Technologies</i>. 2022.
  short: A.R. Javed, Mixed-Signal Baseband Circuit Design for High Data Rate Wireless
    Communication in Bulk CMOS and SiGe BiCMOS Technologies, 2022.
date_created: 2024-03-20T10:31:28Z
date_updated: 2024-04-02T09:47:36Z
department:
- _id: '26'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-947647-26-2
series_title: HNI-Verlagsschriftreihe
status: public
title: Mixed-Signal Baseband Circuit Design for High Data Rate Wireless Communication
  in Bulk CMOS and SiGe BiCMOS Technologies
type: dissertation
user_id: '5786'
volume: Band 407
year: '2022'
...
---
_id: '52668'
author:
- first_name: Christian
  full_name: Fechtelpeter, Christian
  last_name: Fechtelpeter
citation:
  ama: Fechtelpeter C. <i>Rahmenwerk Zur Gestaltung Des Technologietransfers in Mittelständisch
    Geprägten Innovationsclustern</i>. Vol Band 405.; 2022.
  apa: 'Fechtelpeter, C. (2022). <i>Rahmenwerk zur Gestaltung des Technologietransfers
    in mittelständisch geprägten Innovationsclustern: Vol. Band 405</i>.'
  bibtex: '@book{Fechtelpeter_2022, series={HNI-Verlagsschriftreihe}, title={Rahmenwerk
    zur Gestaltung des Technologietransfers in mittelständisch geprägten Innovationsclustern},
    volume={Band 405}, author={Fechtelpeter, Christian}, year={2022}, collection={HNI-Verlagsschriftreihe}
    }'
  chicago: Fechtelpeter, Christian. <i>Rahmenwerk Zur Gestaltung Des Technologietransfers
    in Mittelständisch Geprägten Innovationsclustern</i>. Vol. Band 405. HNI-Verlagsschriftreihe,
    2022.
  ieee: C. Fechtelpeter, <i>Rahmenwerk zur Gestaltung des Technologietransfers in
    mittelständisch geprägten Innovationsclustern</i>, vol. Band 405. 2022.
  mla: Fechtelpeter, Christian. <i>Rahmenwerk Zur Gestaltung Des Technologietransfers
    in Mittelständisch Geprägten Innovationsclustern</i>. 2022.
  short: C. Fechtelpeter, Rahmenwerk Zur Gestaltung Des Technologietransfers in Mittelständisch
    Geprägten Innovationsclustern, 2022.
date_created: 2024-03-20T10:20:43Z
date_updated: 2024-04-02T09:47:40Z
department:
- _id: '26'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-947647-24-8
series_title: HNI-Verlagsschriftreihe
status: public
title: Rahmenwerk zur Gestaltung des Technologietransfers in mittelständisch geprägten
  Innovationsclustern
type: dissertation
user_id: '5786'
volume: Band 405
year: '2022'
...
---
_id: '34174'
abstract:
- lang: eng
  text: Anforderungsänderungen sind ein wesentlicher Grund für Ineffizienzen und Projektfehlschläge
    in der Entwicklung komplexer technischer Systeme. Proaktives Management von Anforderungsänderungen
    hat das Potenzial, den Umgang mit Anforderungsänderungen effizienter zu gestalten.
    Dafür ist ein systematischer Ansatz erforderlich, der eine ganzheitliche Bewertung
    und Handhabung des Änderungsrisikos im industriellen Entwicklungskontext ermöglicht.
    Im Rahmen dieser Dissertation wird mit der ProMaRC-Methodik ein neuartiger Ansatz
    für das proaktive Management von Anforderungsänderungen vorgestellt. Die Methodik
    wurde in enger Zusammenarbeit mit Industrieanwender:innen aus der Automobilindustrie
    entwickelt und anhand von fünf Fallstudien validiert. Mittels automatisierter
    Abhängigkeitsanalyse auf Grundlage künstlicher Intelligenz wird der Anwendungsaufwand
    gegenüber bestehenden Ansätzen reduziert. Die teilautomatisierte Bewertung und
    Handhabung der Änderungswahrscheinlichkeit und -auswirkung erfolgt anhand eines
    modifizierten PageRank-Algorithmus und umfasst erstmalig alle für die Risikoanalyse
    relevanten Einflussfaktoren. Die Validierung belegt, dass durch die ProMaRC-Methodik
    eine überzeugende Kombination aus praxistauglichem Anwendungsaufwand und Vollständigkeit
    der Analyse erzielt wird. Damit erschließt diese Dissertation das bisher kaum
    beachtete Forschungsfeld des proaktiven Managements von Anforderungsänderungen
    und fördert eine effizientere Produktentwicklung.
- lang: eng
  text: Requirement changes are a major source of inefficiencies in product development
    and increase the risk of project failure. Proactive management of requirement
    changes yields the potential to handle such changes efficiently. A systematic
    approach is required for proactive change management to assess and reduce the
    risk of a requirement change with appropriate effort in industrial application.
    Within the contribution at hand, a novel approach for Proactive Management of
    Requirement Changes (ProMaRC) is presented. It is developed in close collaboration
    with industry experts and validated based on five case studies. Automated dependency
    analysis based on artificial intelligence reduces the application effort compared
    to existing approaches. Semi-automated assessment and management of change likelihood
    and impact is performed using a modified PageRank algorithm. For the first time
    it includes all relevant influencing factors for risk analysis. The validation
    proofs that the ProMaRC approach achieves a convincing combination of practical
    application effort and completeness of analysis. This contribution opens up the
    research field of proactive change management for requirement changes which is
    currently almost unexploited and enables more efficient product development.
author:
- first_name: Christian
  full_name: Oleff, Christian
  id: '41188'
  last_name: Oleff
  orcid: 0000-0002-0983-1850
citation:
  ama: Oleff C. <i>Proaktives Management von Anforderungsänderungen in der Entwicklung
    komplexer technischer Systeme</i>. Vol 406. LibreCat University; 2022. doi:<a
    href="https://doi.org/10.17619/UNIPB/1-1600">10.17619/UNIPB/1-1600</a>
  apa: Oleff, C. (2022). <i>Proaktives Management von Anforderungsänderungen in der
    Entwicklung komplexer technischer Systeme</i> (Vol. 406). LibreCat University.
    <a href="https://doi.org/10.17619/UNIPB/1-1600">https://doi.org/10.17619/UNIPB/1-1600</a>
  bibtex: '@book{Oleff_2022, place={Paderborn}, series={Verlagsschriftenreihe des
    Heinz Nixdorf Instituts}, title={Proaktives Management von Anforderungsänderungen
    in der Entwicklung komplexer technischer Systeme}, volume={406}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-1600">10.17619/UNIPB/1-1600</a>},
    publisher={LibreCat University}, author={Oleff, Christian}, year={2022}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts} }'
  chicago: 'Oleff, Christian. <i>Proaktives Management von Anforderungsänderungen
    in der Entwicklung komplexer technischer Systeme</i>. Vol. 406. Verlagsschriftenreihe
    des Heinz Nixdorf Instituts. Paderborn: LibreCat University, 2022. <a href="https://doi.org/10.17619/UNIPB/1-1600">https://doi.org/10.17619/UNIPB/1-1600</a>.'
  ieee: 'C. Oleff, <i>Proaktives Management von Anforderungsänderungen in der Entwicklung
    komplexer technischer Systeme</i>, vol. 406. Paderborn: LibreCat University, 2022.'
  mla: Oleff, Christian. <i>Proaktives Management von Anforderungsänderungen in der
    Entwicklung komplexer technischer Systeme</i>. LibreCat University, 2022, doi:<a
    href="https://doi.org/10.17619/UNIPB/1-1600">10.17619/UNIPB/1-1600</a>.
  short: C. Oleff, Proaktives Management von Anforderungsänderungen in der Entwicklung
    komplexer technischer Systeme, LibreCat University, Paderborn, 2022.
date_created: 2022-12-02T10:55:19Z
date_updated: 2024-07-12T12:06:41Z
ddc:
- '620'
department:
- _id: '152'
- _id: '26'
doi: 10.17619/UNIPB/1-1600
file:
- access_level: closed
  content_type: application/pdf
  creator: oleffch
  date_created: 2022-12-02T10:58:31Z
  date_updated: 2022-12-02T10:58:31Z
  file_id: '34175'
  file_name: 978-3-947647-25-5.pdf
  file_size: 17705979
  relation: main_file
  success: 1
file_date_updated: 2022-12-02T10:58:31Z
has_accepted_license: '1'
intvolume: '       406'
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
place: Paderborn
publication_identifier:
  unknown:
  - 978-3-947647-25-5
publication_status: published
publisher: LibreCat University
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
supervisor:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
title: Proaktives Management von Anforderungsänderungen in der Entwicklung komplexer
  technischer Systeme
type: dissertation
user_id: '1112'
volume: 406
year: '2022'
...
---
_id: '40518'
abstract:
- lang: eng
  text: In dieser Arbeit wird die Entwicklung einer dezentralen Produktionssteuerung
    mit digitaler Repräsentation zur Anwendung in cyber-physischen Produktionssystemen
    (CPPS) beschrieben. Die dezentrale Produktionssteuerung geschieht hierbei selbstorganisiert,
    da sie die Einlastung und Umplanung von Aufträgen sowie die Koordination zwischen
    den einzelnen Produktionselementen selbstständig übernimmt. Dies erlaubt die automatisierte
    Steuerung von CPPS. Dabei spielen die Beschäftigten in dieser Betrachtung eine
    wesentliche Rolle. Ihre Bedürfnisse und Wünsche werden von dem Steuerungssystem
    berücksichtigt. Dafür wurde das Konzept der digitalen Repräsentation von Beschäftigten
    entwickelt. Diese Repräsentation erlaubt den individuellen Eingriff von Beschäftigten
    bei Entscheidungen von dem Steuerungssystem. Das automatisierte dezentrale Steuerungssystem
    wurde in einer Laborumgebung, die zu einem CPPS umgebaut wurde, implementiert.
    Darauf basierend wurde eine zweistufige Validierung durchgeführt. Ein Teil der
    Validierung findet durch eine reale Umsetzung in einem Labor statt, bei der ein
    Vergleich zu dem vorher im Labor eingesetzten zentralen Produktionssteuerungssystem
    gezogen wird. Die zweite Validierung erfolgt mit Hilfe einer Simulationsumgebung.
    Dabei konnte die Implementierung der Selbstorganisation und eine Steigerung der
    Liefertreue der dezentralen Produktionssteuerung gegenüber heutzutage üblicherweise
    eingesetzten Verfahren nachgewiesen werden.
- lang: eng
  text: This thesis describes the development of a decentralized production control
    system with digital representation for the automation of cyber-physical production
    systems (CPPS). The decentralized production control handles the dispatching and
    rescheduling of orders as well as the self-organized coordination among the production
    elements. This enables self-organized control of CPPS. In this process, the employees
    play an essential role in the consideration. Their needs and wishes are taken
    into account by the control system. For this purpose, the concept of digital representation
    of employees was developed. This realizes the possibility for the employees to
    intervene in decisions of the control system. The automated decentralized production
    control system was implemented in a laboratory environment, which was converted
    to a CPPS. Based on this implementation, a two-stage validation was performed.
    One part of the validation takes place through a real implementation in the laboratory,
    where a comparison is made with the previously used centralized production control
    system. The second validation takes place with the help of a simulation environment.
    Thereby the implementation of the self-organization and an increase of the delivery
    reliability could be proven compared to procedures usually used today.
author:
- first_name: Alexander
  full_name: Pöhler, Alexander
  last_name: Pöhler
citation:
  ama: Pöhler A. <i>Automatisierte Dezentrale Produktionssteuerung Für Cyber-Physische
    Produktionssysteme Mit Digitaler Repräsentation Der Beschäftigten</i>. LibreCat
    University; 2022. doi:<a href="https://doi.org/10.17619/UNIPB/1-1642">10.17619/UNIPB/1-1642</a>
  apa: Pöhler, A. (2022). <i>Automatisierte dezentrale Produktionssteuerung für cyber-physische
    Produktionssysteme mit digitaler Repräsentation der Beschäftigten</i>. LibreCat
    University. <a href="https://doi.org/10.17619/UNIPB/1-1642">https://doi.org/10.17619/UNIPB/1-1642</a>
  bibtex: '@book{Pöhler_2022, title={Automatisierte dezentrale Produktionssteuerung
    für cyber-physische Produktionssysteme mit digitaler Repräsentation der Beschäftigten},
    DOI={<a href="https://doi.org/10.17619/UNIPB/1-1642">10.17619/UNIPB/1-1642</a>},
    publisher={LibreCat University}, author={Pöhler, Alexander}, year={2022} }'
  chicago: Pöhler, Alexander. <i>Automatisierte Dezentrale Produktionssteuerung Für
    Cyber-Physische Produktionssysteme Mit Digitaler Repräsentation Der Beschäftigten</i>.
    LibreCat University, 2022. <a href="https://doi.org/10.17619/UNIPB/1-1642">https://doi.org/10.17619/UNIPB/1-1642</a>.
  ieee: A. Pöhler, <i>Automatisierte dezentrale Produktionssteuerung für cyber-physische
    Produktionssysteme mit digitaler Repräsentation der Beschäftigten</i>. LibreCat
    University, 2022.
  mla: Pöhler, Alexander. <i>Automatisierte Dezentrale Produktionssteuerung Für Cyber-Physische
    Produktionssysteme Mit Digitaler Repräsentation Der Beschäftigten</i>. LibreCat
    University, 2022, doi:<a href="https://doi.org/10.17619/UNIPB/1-1642">10.17619/UNIPB/1-1642</a>.
  short: A. Pöhler, Automatisierte Dezentrale Produktionssteuerung Für Cyber-Physische
    Produktionssysteme Mit Digitaler Repräsentation Der Beschäftigten, LibreCat University,
    2022.
date_created: 2023-01-27T13:26:08Z
date_updated: 2024-07-12T12:07:00Z
ddc:
- '620'
department:
- _id: '152'
- _id: '26'
doi: 10.17619/UNIPB/1-1642
file:
- access_level: closed
  content_type: application/pdf
  creator: oleffch
  date_created: 2023-01-27T13:27:18Z
  date_updated: 2023-01-31T09:57:32Z
  file_id: '40519'
  file_name: Dissertationsmanuskript_Poehler.pdf
  file_size: 5789562
  relation: main_file
file_date_updated: 2023-01-31T09:57:32Z
has_accepted_license: '1'
language:
- iso: eng
publisher: LibreCat University
status: public
title: Automatisierte dezentrale Produktionssteuerung für cyber-physische Produktionssysteme
  mit digitaler Repräsentation der Beschäftigten
type: dissertation
user_id: '1112'
year: '2022'
...
---
_id: '34101'
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Daniel
  full_name: Roesmann, Daniel
  id: '54680'
  last_name: Roesmann
citation:
  ama: 'Gräßler I, Roesmann D. Menschenzentrierte Montageplanung und -steuerung durch
    fähigkeitsorientierte Aufgabenzuordnung. In: LibreCat University.'
  apa: Gräßler, I., &#38; Roesmann, D. (n.d.). <i>Menschenzentrierte Montageplanung
    und -steuerung durch fähigkeitsorientierte Aufgabenzuordnung</i>. Data Society.
    Opportunity – Innovation – Responsibility, Padeborn.
  bibtex: '@inproceedings{Gräßler_Roesmann, title={Menschenzentrierte Montageplanung
    und -steuerung durch fähigkeitsorientierte Aufgabenzuordnung}, publisher={LibreCat
    University}, author={Gräßler, Iris and Roesmann, Daniel} }'
  chicago: Gräßler, Iris, and Daniel Roesmann. “Menschenzentrierte Montageplanung
    und -steuerung durch fähigkeitsorientierte Aufgabenzuordnung.” LibreCat University,
    n.d.
  ieee: I. Gräßler and D. Roesmann, “Menschenzentrierte Montageplanung und -steuerung
    durch fähigkeitsorientierte Aufgabenzuordnung,” presented at the Data Society.
    Opportunity – Innovation – Responsibility, Padeborn.
  mla: Gräßler, Iris, and Daniel Roesmann. <i>Menschenzentrierte Montageplanung und
    -steuerung durch fähigkeitsorientierte Aufgabenzuordnung</i>. LibreCat University.
  short: 'I. Gräßler, D. Roesmann, in: LibreCat University, n.d.'
conference:
  end_date: 2022-09-22
  location: Padeborn
  name: Data Society. Opportunity – Innovation – Responsibility
  start_date: 2022-09-20
date_created: 2022-11-17T12:11:55Z
date_updated: 2023-08-23T15:00:37Z
ddc:
- '620'
department:
- _id: '503'
- _id: '152'
file:
- access_level: closed
  content_type: application/pdf
  creator: roesmann
  date_created: 2022-11-17T12:09:07Z
  date_updated: 2022-11-17T12:09:07Z
  file_id: '34102'
  file_name: A0_Menschenzentrierte Montageplanung und -steuerung durch fähigkeitsorientierte
    Aufgabenzuordnung.pdf
  file_size: 2445108
  relation: main_file
  success: 1
file_date_updated: 2022-11-17T12:09:07Z
has_accepted_license: '1'
language:
- iso: ger
publication_status: accepted
publisher: LibreCat University
quality_controlled: '1'
status: public
title: Menschenzentrierte Montageplanung und -steuerung durch fähigkeitsorientierte
  Aufgabenzuordnung
type: conference
user_id: '54680'
year: '2022'
...
---
_id: '36988'
author:
- first_name: Sven
  full_name: Thomas, Sven
  id: '94561'
  last_name: Thomas
citation:
  ama: Thomas S. Language in the Age of Mechanical Reproduction. <i>Technology and
    Language </i>. 2022;3(4). doi:<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>
  apa: Thomas, S. (2022). Language in the Age of Mechanical Reproduction. <i>Technology
    and Language </i>, <i>3</i>(4). <a href="https://doi.org/10.48417/technolang.2022.04.07">https://doi.org/10.48417/technolang.2022.04.07</a>
  bibtex: '@article{Thomas_2022, title={Language in the Age of Mechanical Reproduction},
    volume={3}, DOI={<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>},
    number={4}, journal={Technology and Language }, author={Thomas, Sven}, year={2022}
    }'
  chicago: Thomas, Sven. “Language in the Age of Mechanical Reproduction.” <i>Technology
    and Language </i> 3, no. 4 (2022). <a href="https://doi.org/10.48417/technolang.2022.04.07">https://doi.org/10.48417/technolang.2022.04.07</a>.
  ieee: 'S. Thomas, “Language in the Age of Mechanical Reproduction,” <i>Technology
    and Language </i>, vol. 3, no. 4, 2022, doi: <a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>.'
  mla: Thomas, Sven. “Language in the Age of Mechanical Reproduction.” <i>Technology
    and Language </i>, vol. 3, no. 4, 2022, doi:<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>.
  short: S. Thomas, Technology and Language  3 (2022).
date_created: 2023-01-17T08:13:46Z
date_updated: 2025-11-18T09:11:57Z
department:
- _id: '756'
- _id: '26'
doi: 10.48417/technolang.2022.04.07
intvolume: '         3'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://soctech.spbstu.ru/en/article/2022.9.7/
oa: '1'
publication: 'Technology and Language '
publication_status: published
status: public
title: Language in the Age of Mechanical Reproduction
type: journal_article
user_id: '94561'
volume: 3
year: '2022'
...
---
_id: '28371'
author:
- first_name: Marvin
  full_name: Drewel, Marvin
  last_name: Drewel
citation:
  ama: Drewel M. <i>Systematik zum Einstieg in die Plattformökonomie</i>. Vol 397.
    Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2021.
  apa: Drewel, M. (2021). <i>Systematik zum Einstieg in die Plattformökonomie</i>
    (Vol. 397). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.
  bibtex: '@book{Drewel_2021, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn}, title={Systematik zum Einstieg in die Plattformökonomie}, volume={397},
    publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Drewel,
    Marvin}, year={2021}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn} }'
  chicago: Drewel, Marvin. <i>Systematik zum Einstieg in die Plattformökonomie</i>.
    Vol. 397. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn, 2021.
  ieee: M. Drewel, <i>Systematik zum Einstieg in die Plattformökonomie</i>, vol. 397.
    Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
  mla: Drewel, Marvin. <i>Systematik zum Einstieg in die Plattformökonomie</i>. Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn, 2021.
  short: M. Drewel, Systematik zum Einstieg in die Plattformökonomie, Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn, 2021.
date_created: 2021-12-07T13:41:26Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '26'
intvolume: '       397'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-16-3
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Systematik zum Einstieg in die Plattformökonomie
type: dissertation
user_id: '60046'
volume: 397
year: '2021'
...
---
_id: '28372'
author:
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
citation:
  ama: Frank M. <i>Systematik zur Planung des organisationalen Wandels zum Smart Service-Anbieter</i>.
    Vol 398. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2021.
  apa: Frank, M. (2021). <i>Systematik zur Planung des organisationalen Wandels zum
    Smart Service-Anbieter</i> (Vol. 398). Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn.
  bibtex: '@book{Frank_2021, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn}, title={Systematik zur Planung des organisationalen Wandels zum Smart
    Service-Anbieter}, volume={398}, publisher={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, author={Frank, Maximilian}, year={2021}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Frank, Maximilian. <i>Systematik zur Planung des organisationalen Wandels
    zum Smart Service-Anbieter</i>. Vol. 398. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2021.
  ieee: M. Frank, <i>Systematik zur Planung des organisationalen Wandels zum Smart
    Service-Anbieter</i>, vol. 398. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2021.
  mla: Frank, Maximilian. <i>Systematik zur Planung des organisationalen Wandels zum
    Smart Service-Anbieter</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2021.
  short: M. Frank, Systematik zur Planung des organisationalen Wandels zum Smart Service-Anbieter,
    Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
date_created: 2021-12-07T13:42:46Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '26'
intvolume: '       398'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-17-0
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Systematik zur Planung des organisationalen Wandels zum Smart Service-Anbieter
type: dissertation
user_id: '60046'
volume: 398
year: '2021'
...
