---
_id: '58468'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Systems Engineering is developing
    differently in each sector and region. In German industry, especially in mechanical
    and plant engineering, Systems Engineering is of major importance. The introduction
    of Systems Engineering raises the question of which roles and competencies are
    required. This article examines the evolution of roles in Systems Engineering
    from a German perspective. Based on a literature review, the evolution of the
    identified Systems Engineering roles over time is shown, starting with the seminal
    publication by Sheard in 1996. It points out that only minimal adjustments and
    occasional role renaming have occurred. However, the review shows a common understanding
    of essential areas of responsibility within the SE and changes over time. The
    next step is to examine the current understanding of Systems Engineering roles
    in the industry. A quantitative analysis of job postings in Germany reveals a
    diverse interpretation of the term 'Systems Engineer; more than half of the positions
    cannot be categorized according to the INCOSE definitions. The job postings are
    used to determine which tasks are associated with the job, how often they occur,
    and in what combination. The primary responsibilities of systems engineers include
    creating and managing requirements, architecture processes, validation, and verification
    processes, and coordinating with customers and stakeholders. Finally, three representative
    companies from the mechanical and plant engineering sector were selected to analyze
    existing roles and tasks. From this, a common understanding of tasks and responsibilities
    is combined and organized into clusters. These are used by the companies to locate
    and thus derive their roles. The result is in an integrative approach that enables
    companies, especially in the midsize and medium sectors, to design the introduction
    in line with stakeholder demands. In summary, the industry's ongoing adaptation
    necessitates the evolution of Systems Engineering roles and competencies for successful
    and sustainable development and implementation of systems.</jats:p>
author:
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Daria
  full_name: Wilke, Daria
  last_name: Wilke
- first_name: Felix
  full_name: Förster, Felix
  last_name: Förster
- first_name: Ingmarie
  full_name: Köhler, Ingmarie
  last_name: Köhler
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Kaiser L, Wilke D, Förster F, Köhler I, Dumitrescu R. Evolving Roles in Systems
    Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering Sector.
    <i>INCOSE International Symposium</i>. 2024;34(1):1413-1428. doi:<a href="https://doi.org/10.1002/iis2.13216">10.1002/iis2.13216</a>
  apa: Kaiser, L., Wilke, D., Förster, F., Köhler, I., &#38; Dumitrescu, R. (2024).
    Evolving Roles in Systems Engineering —‐ Insights from Germany’s Mechanical and
    Plant Engineering Sector. <i>INCOSE International Symposium</i>, <i>34</i>(1),
    1413–1428. <a href="https://doi.org/10.1002/iis2.13216">https://doi.org/10.1002/iis2.13216</a>
  bibtex: '@article{Kaiser_Wilke_Förster_Köhler_Dumitrescu_2024, title={Evolving Roles
    in Systems Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering
    Sector}, volume={34}, DOI={<a href="https://doi.org/10.1002/iis2.13216">10.1002/iis2.13216</a>},
    number={1}, journal={INCOSE International Symposium}, publisher={Wiley}, author={Kaiser,
    Lydia and Wilke, Daria and Förster, Felix and Köhler, Ingmarie and Dumitrescu,
    Roman}, year={2024}, pages={1413–1428} }'
  chicago: 'Kaiser, Lydia, Daria Wilke, Felix Förster, Ingmarie Köhler, and Roman
    Dumitrescu. “Evolving Roles in Systems Engineering —‐ Insights from Germany’s
    Mechanical and Plant Engineering Sector.” <i>INCOSE International Symposium</i>
    34, no. 1 (2024): 1413–28. <a href="https://doi.org/10.1002/iis2.13216">https://doi.org/10.1002/iis2.13216</a>.'
  ieee: 'L. Kaiser, D. Wilke, F. Förster, I. Köhler, and R. Dumitrescu, “Evolving
    Roles in Systems Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering
    Sector,” <i>INCOSE International Symposium</i>, vol. 34, no. 1, pp. 1413–1428,
    2024, doi: <a href="https://doi.org/10.1002/iis2.13216">10.1002/iis2.13216</a>.'
  mla: Kaiser, Lydia, et al. “Evolving Roles in Systems Engineering —‐ Insights from
    Germany’s Mechanical and Plant Engineering Sector.” <i>INCOSE International Symposium</i>,
    vol. 34, no. 1, Wiley, 2024, pp. 1413–28, doi:<a href="https://doi.org/10.1002/iis2.13216">10.1002/iis2.13216</a>.
  short: L. Kaiser, D. Wilke, F. Förster, I. Köhler, R. Dumitrescu, INCOSE International
    Symposium 34 (2024) 1413–1428.
date_created: 2025-01-31T13:19:03Z
date_updated: 2025-01-31T13:19:24Z
department:
- _id: '563'
doi: 10.1002/iis2.13216
intvolume: '        34'
issue: '1'
language:
- iso: eng
page: 1413-1428
publication: INCOSE International Symposium
publication_identifier:
  issn:
  - 2334-5837
  - 2334-5837
publication_status: published
publisher: Wiley
status: public
title: Evolving Roles in Systems Engineering —‐ Insights from Germany's Mechanical
  and Plant Engineering Sector
type: journal_article
user_id: '15782'
volume: 34
year: '2024'
...
---
_id: '58466'
author:
- first_name: Elias G.
  full_name: Carayannis, Elias G.
  last_name: Carayannis
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Tommy
  full_name: Falkowski, Tommy
  last_name: Falkowski
- first_name: Nikos-Rigert
  full_name: Zota, Nikos-Rigert
  last_name: Zota
citation:
  ama: Carayannis EG, Dumitrescu R, Falkowski T, Zota N-R. Empowering SMEs “Harnessing
    the Potential of Gen AI for Resilience and Competitiveness.” <i>IEEE Transactions
    on Engineering Management</i>. 2024;71:14754-14774. doi:<a href="https://doi.org/10.1109/tem.2024.3456820">10.1109/tem.2024.3456820</a>
  apa: Carayannis, E. G., Dumitrescu, R., Falkowski, T., &#38; Zota, N.-R. (2024).
    Empowering SMEs “Harnessing the Potential of Gen AI for Resilience and Competitiveness.”
    <i>IEEE Transactions on Engineering Management</i>, <i>71</i>, 14754–14774. <a
    href="https://doi.org/10.1109/tem.2024.3456820">https://doi.org/10.1109/tem.2024.3456820</a>
  bibtex: '@article{Carayannis_Dumitrescu_Falkowski_Zota_2024, title={Empowering SMEs
    “Harnessing the Potential of Gen AI for Resilience and Competitiveness”}, volume={71},
    DOI={<a href="https://doi.org/10.1109/tem.2024.3456820">10.1109/tem.2024.3456820</a>},
    journal={IEEE Transactions on Engineering Management}, publisher={Institute of
    Electrical and Electronics Engineers (IEEE)}, author={Carayannis, Elias G. and
    Dumitrescu, Roman and Falkowski, Tommy and Zota, Nikos-Rigert}, year={2024}, pages={14754–14774}
    }'
  chicago: 'Carayannis, Elias G., Roman Dumitrescu, Tommy Falkowski, and Nikos-Rigert
    Zota. “Empowering SMEs ‘Harnessing the Potential of Gen AI for Resilience and
    Competitiveness.’” <i>IEEE Transactions on Engineering Management</i> 71 (2024):
    14754–74. <a href="https://doi.org/10.1109/tem.2024.3456820">https://doi.org/10.1109/tem.2024.3456820</a>.'
  ieee: 'E. G. Carayannis, R. Dumitrescu, T. Falkowski, and N.-R. Zota, “Empowering
    SMEs ‘Harnessing the Potential of Gen AI for Resilience and Competitiveness,’”
    <i>IEEE Transactions on Engineering Management</i>, vol. 71, pp. 14754–14774,
    2024, doi: <a href="https://doi.org/10.1109/tem.2024.3456820">10.1109/tem.2024.3456820</a>.'
  mla: Carayannis, Elias G., et al. “Empowering SMEs ‘Harnessing the Potential of
    Gen AI for Resilience and Competitiveness.’” <i>IEEE Transactions on Engineering
    Management</i>, vol. 71, Institute of Electrical and Electronics Engineers (IEEE),
    2024, pp. 14754–74, doi:<a href="https://doi.org/10.1109/tem.2024.3456820">10.1109/tem.2024.3456820</a>.
  short: E.G. Carayannis, R. Dumitrescu, T. Falkowski, N.-R. Zota, IEEE Transactions
    on Engineering Management 71 (2024) 14754–14774.
date_created: 2025-01-31T13:15:58Z
date_updated: 2025-01-31T13:16:15Z
department:
- _id: '563'
doi: 10.1109/tem.2024.3456820
intvolume: '        71'
language:
- iso: eng
page: 14754-14774
publication: IEEE Transactions on Engineering Management
publication_identifier:
  issn:
  - 0018-9391
  - 1558-0040
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Empowering SMEs “Harnessing the Potential of Gen AI for Resilience and Competitiveness”
type: journal_article
user_id: '15782'
volume: 71
year: '2024'
...
---
_id: '58474'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n\t  <jats:p>The application of data
    analytics to product usage data has the potential to enhance engineering and decision-making
    in product planning. To achieve this effectively for cyber-physical systems (CPS),
    it is necessary to possess specialized expertise in technical products, innovation
    processes, and data analytics. An understanding of the process from domain knowledge
    to data analysis is of critical importance for the successful completion of projects,
    even for those without expertise in these areas. In this paper, we set out the
    foundation for a toolbox for data analytics, which will enable the creation of
    domain-specific pipelines for product planning. The toolbox includes a morphological
    box that covers the necessary pipeline components, based on a thorough analysis
    of literature and practitioner surveys. This comprehensive overview is unique.
    The toolbox based on it promises to support and enable domain experts and citizen
    data scientists, enhancing efficiency in product design, speeding up time to market,
    and shortening innovation cycles.</jats:p>"
article_number: e18
author:
- first_name: Melina
  full_name: Panzner, Melina
  last_name: Panzner
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Panzner M, von Enzberg S, Dumitrescu R. Developing a data analytics toolbox
    for data-driven product planning: a review and survey methodology. <i>Artificial
    Intelligence for Engineering Design, Analysis and Manufacturing</i>. 2024;38.
    doi:<a href="https://doi.org/10.1017/s0890060424000209">10.1017/s0890060424000209</a>'
  apa: 'Panzner, M., von Enzberg, S., &#38; Dumitrescu, R. (2024). Developing a data
    analytics toolbox for data-driven product planning: a review and survey methodology.
    <i>Artificial Intelligence for Engineering Design, Analysis and Manufacturing</i>,
    <i>38</i>, Article e18. <a href="https://doi.org/10.1017/s0890060424000209">https://doi.org/10.1017/s0890060424000209</a>'
  bibtex: '@article{Panzner_von Enzberg_Dumitrescu_2024, title={Developing a data
    analytics toolbox for data-driven product planning: a review and survey methodology},
    volume={38}, DOI={<a href="https://doi.org/10.1017/s0890060424000209">10.1017/s0890060424000209</a>},
    number={e18}, journal={Artificial Intelligence for Engineering Design, Analysis
    and Manufacturing}, publisher={Cambridge University Press (CUP)}, author={Panzner,
    Melina and von Enzberg, Sebastian and Dumitrescu, Roman}, year={2024} }'
  chicago: 'Panzner, Melina, Sebastian von Enzberg, and Roman Dumitrescu. “Developing
    a Data Analytics Toolbox for Data-Driven Product Planning: A Review and Survey
    Methodology.” <i>Artificial Intelligence for Engineering Design, Analysis and
    Manufacturing</i> 38 (2024). <a href="https://doi.org/10.1017/s0890060424000209">https://doi.org/10.1017/s0890060424000209</a>.'
  ieee: 'M. Panzner, S. von Enzberg, and R. Dumitrescu, “Developing a data analytics
    toolbox for data-driven product planning: a review and survey methodology,” <i>Artificial
    Intelligence for Engineering Design, Analysis and Manufacturing</i>, vol. 38,
    Art. no. e18, 2024, doi: <a href="https://doi.org/10.1017/s0890060424000209">10.1017/s0890060424000209</a>.'
  mla: 'Panzner, Melina, et al. “Developing a Data Analytics Toolbox for Data-Driven
    Product Planning: A Review and Survey Methodology.” <i>Artificial Intelligence
    for Engineering Design, Analysis and Manufacturing</i>, vol. 38, e18, Cambridge
    University Press (CUP), 2024, doi:<a href="https://doi.org/10.1017/s0890060424000209">10.1017/s0890060424000209</a>.'
  short: M. Panzner, S. von Enzberg, R. Dumitrescu, Artificial Intelligence for Engineering
    Design, Analysis and Manufacturing 38 (2024).
date_created: 2025-01-31T14:24:26Z
date_updated: 2025-01-31T14:24:45Z
department:
- _id: '563'
doi: 10.1017/s0890060424000209
intvolume: '        38'
language:
- iso: eng
publication: Artificial Intelligence for Engineering Design, Analysis and Manufacturing
publication_identifier:
  issn:
  - 0890-0604
  - 1469-1760
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: 'Developing a data analytics toolbox for data-driven product planning: a review
  and survey methodology'
type: journal_article
user_id: '15782'
volume: 38
year: '2024'
...
---
_id: '58475'
author:
- first_name: Michael
  full_name: Schlegel, Michael
  last_name: Schlegel
- first_name: Markus
  full_name: Just, Markus
  last_name: Just
- first_name: Felix
  full_name: Pfaff, Felix
  last_name: Pfaff
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  id: '38169'
  last_name: Wiederkehr
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Christoph
  full_name: Kempf, Christoph
  last_name: Kempf
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
citation:
  ama: 'Schlegel M, Just M, Pfaff F, et al. Future Robust Product Portfolio Development:
    Modelling Innovation Potentials in Product Portfolios. <i>Procedia CIRP</i>. 2024;128:555-560.
    doi:<a href="https://doi.org/10.1016/j.procir.2024.03.036">10.1016/j.procir.2024.03.036</a>'
  apa: 'Schlegel, M., Just, M., Pfaff, F., Wiederkehr, I., Koldewey, C., Kempf, C.,
    Dumitrescu, R., &#38; Albers, A. (2024). Future Robust Product Portfolio Development:
    Modelling Innovation Potentials in Product Portfolios. <i>Procedia CIRP</i>, <i>128</i>,
    555–560. <a href="https://doi.org/10.1016/j.procir.2024.03.036">https://doi.org/10.1016/j.procir.2024.03.036</a>'
  bibtex: '@article{Schlegel_Just_Pfaff_Wiederkehr_Koldewey_Kempf_Dumitrescu_Albers_2024,
    title={Future Robust Product Portfolio Development: Modelling Innovation Potentials
    in Product Portfolios}, volume={128}, DOI={<a href="https://doi.org/10.1016/j.procir.2024.03.036">10.1016/j.procir.2024.03.036</a>},
    journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and
    Just, Markus and Pfaff, Felix and Wiederkehr, Ingrid and Koldewey, Christian and
    Kempf, Christoph and Dumitrescu, Roman and Albers, Albert}, year={2024}, pages={555–560}
    }'
  chicago: 'Schlegel, Michael, Markus Just, Felix Pfaff, Ingrid Wiederkehr, Christian
    Koldewey, Christoph Kempf, Roman Dumitrescu, and Albert Albers. “Future Robust
    Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios.”
    <i>Procedia CIRP</i> 128 (2024): 555–60. <a href="https://doi.org/10.1016/j.procir.2024.03.036">https://doi.org/10.1016/j.procir.2024.03.036</a>.'
  ieee: 'M. Schlegel <i>et al.</i>, “Future Robust Product Portfolio Development:
    Modelling Innovation Potentials in Product Portfolios,” <i>Procedia CIRP</i>,
    vol. 128, pp. 555–560, 2024, doi: <a href="https://doi.org/10.1016/j.procir.2024.03.036">10.1016/j.procir.2024.03.036</a>.'
  mla: 'Schlegel, Michael, et al. “Future Robust Product Portfolio Development: Modelling
    Innovation Potentials in Product Portfolios.” <i>Procedia CIRP</i>, vol. 128,
    Elsevier BV, 2024, pp. 555–60, doi:<a href="https://doi.org/10.1016/j.procir.2024.03.036">10.1016/j.procir.2024.03.036</a>.'
  short: M. Schlegel, M. Just, F. Pfaff, I. Wiederkehr, C. Koldewey, C. Kempf, R.
    Dumitrescu, A. Albers, Procedia CIRP 128 (2024) 555–560.
date_created: 2025-01-31T14:27:43Z
date_updated: 2025-01-31T14:28:08Z
department:
- _id: '563'
doi: 10.1016/j.procir.2024.03.036
intvolume: '       128'
language:
- iso: eng
page: 555-560
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Future Robust Product Portfolio Development: Modelling Innovation Potentials
  in Product Portfolios'
type: journal_article
user_id: '15782'
volume: 128
year: '2024'
...
---
_id: '58469'
author:
- first_name: Nick
  full_name: Schreiner, Nick
  last_name: Schreiner
- first_name: FM
  full_name: de Oliveira, FM
  last_name: de Oliveira
- first_name: Malte
  full_name: Trienens, Malte
  last_name: Trienens
- first_name: Christian
  full_name: Kürpick, Christian
  last_name: Kürpick
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Schreiner N, de Oliveira F, Trienens M, et al. Corporate Emission Profiles:
    Analyzing the 160 largest German Companies. In: <i>Proceedings R&#38;D Management
    Conference</i>. LibreCat University; 2024. doi:<a href="https://doi.org/10.24406/PUBLICA-3609">10.24406/PUBLICA-3609</a>'
  apa: 'Schreiner, N., de Oliveira, F., Trienens, M., Kürpick, C., Asmar, L., Kühn,
    A., &#38; Dumitrescu, R. (2024). Corporate Emission Profiles: Analyzing the 160
    largest German Companies. <i>Proceedings R&#38;D Management Conference</i>. R&#38;D
    Management Conference 2024. <a href="https://doi.org/10.24406/PUBLICA-3609">https://doi.org/10.24406/PUBLICA-3609</a>'
  bibtex: '@inproceedings{Schreiner_de Oliveira_Trienens_Kürpick_Asmar_Kühn_Dumitrescu_2024,
    title={Corporate Emission Profiles: Analyzing the 160 largest German Companies},
    DOI={<a href="https://doi.org/10.24406/PUBLICA-3609">10.24406/PUBLICA-3609</a>},
    booktitle={Proceedings R&#38;D Management Conference}, publisher={LibreCat University},
    author={Schreiner, Nick and de Oliveira, FM and Trienens, Malte and Kürpick, Christian
    and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}, year={2024} }'
  chicago: 'Schreiner, Nick, FM de Oliveira, Malte Trienens, Christian Kürpick, Laban
    Asmar, Arno Kühn, and Roman Dumitrescu. “Corporate Emission Profiles: Analyzing
    the 160 Largest German Companies.” In <i>Proceedings R&#38;D Management Conference</i>.
    LibreCat University, 2024. <a href="https://doi.org/10.24406/PUBLICA-3609">https://doi.org/10.24406/PUBLICA-3609</a>.'
  ieee: 'N. Schreiner <i>et al.</i>, “Corporate Emission Profiles: Analyzing the 160
    largest German Companies,” presented at the R&#38;D Management Conference 2024,
    2024, doi: <a href="https://doi.org/10.24406/PUBLICA-3609">10.24406/PUBLICA-3609</a>.'
  mla: 'Schreiner, Nick, et al. “Corporate Emission Profiles: Analyzing the 160 Largest
    German Companies.” <i>Proceedings R&#38;D Management Conference</i>, LibreCat
    University, 2024, doi:<a href="https://doi.org/10.24406/PUBLICA-3609">10.24406/PUBLICA-3609</a>.'
  short: 'N. Schreiner, F. de Oliveira, M. Trienens, C. Kürpick, L. Asmar, A. Kühn,
    R. Dumitrescu, in: Proceedings R&#38;D Management Conference, LibreCat University,
    2024.'
conference:
  name: R&D Management Conference 2024
date_created: 2025-01-31T13:24:03Z
date_updated: 2025-01-31T13:27:26Z
department:
- _id: '563'
doi: 10.24406/PUBLICA-3609
language:
- iso: eng
publication: Proceedings R&D Management Conference
publisher: LibreCat University
status: public
title: 'Corporate Emission Profiles: Analyzing the 160 largest German Companies'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58470'
author:
- first_name: Michael
  full_name: Schlegel, Michael
  last_name: Schlegel
- first_name: Moritz
  full_name: Müller, Moritz
  last_name: Müller
- first_name: Christoph
  full_name: Kempf, Christoph
  last_name: Kempf
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  id: '38169'
  last_name: Wiederkehr
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Schlegel M, Müller M, Kempf C, et al. How to Derive Innovation Potentials
    Advancing the Product Portfolio? In: <i>The International Society for Professional
    Innovation Management (ISPIM)</i>. ; 2024:1-18.'
  apa: Schlegel, M., Müller, M., Kempf, C., Albers, A., Wiederkehr, I., Koldewey,
    C., &#38; Dumitrescu, R. (2024). How to Derive Innovation Potentials Advancing
    the Product Portfolio? <i>The International Society for Professional Innovation
    Management (ISPIM)</i>, 1–18.
  bibtex: '@inproceedings{Schlegel_Müller_Kempf_Albers_Wiederkehr_Koldewey_Dumitrescu_2024,
    title={How to Derive Innovation Potentials Advancing the Product Portfolio?},
    booktitle={The International Society for Professional Innovation Management (ISPIM)},
    author={Schlegel, Michael and Müller, Moritz and Kempf, Christoph and Albers,
    Albert and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman},
    year={2024}, pages={1–18} }'
  chicago: Schlegel, Michael, Moritz Müller, Christoph Kempf, Albert Albers, Ingrid
    Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “How to Derive Innovation
    Potentials Advancing the Product Portfolio?” In <i>The International Society for
    Professional Innovation Management (ISPIM)</i>, 1–18, 2024.
  ieee: M. Schlegel <i>et al.</i>, “How to Derive Innovation Potentials Advancing
    the Product Portfolio?,” in <i>The International Society for Professional Innovation
    Management (ISPIM)</i>, Manchester , 2024, pp. 1–18.
  mla: Schlegel, Michael, et al. “How to Derive Innovation Potentials Advancing the
    Product Portfolio?” <i>The International Society for Professional Innovation Management
    (ISPIM)</i>, 2024, pp. 1–18.
  short: 'M. Schlegel, M. Müller, C. Kempf, A. Albers, I. Wiederkehr, C. Koldewey,
    R. Dumitrescu, in: The International Society for Professional Innovation Management
    (ISPIM), 2024, pp. 1–18.'
conference:
  end_date: 2024-06-18
  location: 'Manchester '
  name: ISPIM Innovation Symposium
  start_date: 2024-06-01
date_created: 2025-01-31T13:31:10Z
date_updated: 2025-01-31T13:31:13Z
department:
- _id: '563'
language:
- iso: eng
page: 1-18
publication: The International Society for Professional Innovation Management (ISPIM)
status: public
title: How to Derive Innovation Potentials Advancing the Product Portfolio?
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58471'
author:
- first_name: Daria
  full_name: Wilke, Daria
  last_name: Wilke
- first_name: Lynn
  full_name: Humpert, Lynn
  last_name: Humpert
- first_name: Tobias
  full_name: Seidenberg, Tobias
  last_name: Seidenberg
- first_name: Leon
  full_name: Menne, Leon
  last_name: Menne
- first_name: Carolin
  full_name: Grewe, Carolin
  last_name: Grewe
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wilke D, Humpert L, Seidenberg T, Menne L, Grewe C, Dumitrescu R. MBSE as
    an Enabler for Collaborative Offer Management for Individual Production Systems.
    In: <i>2024 IEEE International Systems Conference (SysCon)</i>. IEEE; 2024. doi:<a
    href="https://doi.org/10.1109/syscon61195.2024.10553428">10.1109/syscon61195.2024.10553428</a>'
  apa: Wilke, D., Humpert, L., Seidenberg, T., Menne, L., Grewe, C., &#38; Dumitrescu,
    R. (2024). MBSE as an Enabler for Collaborative Offer Management for Individual
    Production Systems. <i>2024 IEEE International Systems Conference (SysCon)</i>.
    <a href="https://doi.org/10.1109/syscon61195.2024.10553428">https://doi.org/10.1109/syscon61195.2024.10553428</a>
  bibtex: '@inproceedings{Wilke_Humpert_Seidenberg_Menne_Grewe_Dumitrescu_2024, title={MBSE
    as an Enabler for Collaborative Offer Management for Individual Production Systems},
    DOI={<a href="https://doi.org/10.1109/syscon61195.2024.10553428">10.1109/syscon61195.2024.10553428</a>},
    booktitle={2024 IEEE International Systems Conference (SysCon)}, publisher={IEEE},
    author={Wilke, Daria and Humpert, Lynn and Seidenberg, Tobias and Menne, Leon
    and Grewe, Carolin and Dumitrescu, Roman}, year={2024} }'
  chicago: Wilke, Daria, Lynn Humpert, Tobias Seidenberg, Leon Menne, Carolin Grewe,
    and Roman Dumitrescu. “MBSE as an Enabler for Collaborative Offer Management for
    Individual Production Systems.” In <i>2024 IEEE International Systems Conference
    (SysCon)</i>. IEEE, 2024. <a href="https://doi.org/10.1109/syscon61195.2024.10553428">https://doi.org/10.1109/syscon61195.2024.10553428</a>.
  ieee: 'D. Wilke, L. Humpert, T. Seidenberg, L. Menne, C. Grewe, and R. Dumitrescu,
    “MBSE as an Enabler for Collaborative Offer Management for Individual Production
    Systems,” 2024, doi: <a href="https://doi.org/10.1109/syscon61195.2024.10553428">10.1109/syscon61195.2024.10553428</a>.'
  mla: Wilke, Daria, et al. “MBSE as an Enabler for Collaborative Offer Management
    for Individual Production Systems.” <i>2024 IEEE International Systems Conference
    (SysCon)</i>, IEEE, 2024, doi:<a href="https://doi.org/10.1109/syscon61195.2024.10553428">10.1109/syscon61195.2024.10553428</a>.
  short: 'D. Wilke, L. Humpert, T. Seidenberg, L. Menne, C. Grewe, R. Dumitrescu,
    in: 2024 IEEE International Systems Conference (SysCon), IEEE, 2024.'
date_created: 2025-01-31T13:34:40Z
date_updated: 2025-01-31T13:35:02Z
department:
- _id: '563'
doi: 10.1109/syscon61195.2024.10553428
language:
- iso: eng
publication: 2024 IEEE International Systems Conference (SysCon)
publication_status: published
publisher: IEEE
status: public
title: MBSE as an Enabler for Collaborative Offer Management for Individual Production
  Systems
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58479'
author:
- first_name: Pranav Jayant
  full_name: Kulkarni, Pranav Jayant
  id: '86782'
  last_name: Kulkarni
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  id: '36312'
  last_name: Bernijazov
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design:
    Automatically Generating Modeling Elements with Prompt Engineering and Generative
    Artificial Intelligence. In: <i>Proceedings of NordDesign 2024</i>. The Design
    Society; 2024. doi:<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>'
  apa: 'Kulkarni, P. J., Tissen, D., Bernijazov, R., &#38; Dumitrescu, R. (2024).
    Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence. <i>Proceedings of NordDesign
    2024</i>. <a href="https://doi.org/10.35199/norddesign2024.66">https://doi.org/10.35199/norddesign2024.66</a>'
  bibtex: '@inproceedings{Kulkarni_Tissen_Bernijazov_Dumitrescu_2024, title={Towards
    Automated Design: Automatically Generating Modeling Elements with Prompt Engineering
    and Generative Artificial Intelligence}, DOI={<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Kulkarni,
    Pranav Jayant and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman},
    year={2024} }'
  chicago: 'Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu.
    “Towards Automated Design: Automatically Generating Modeling Elements with Prompt
    Engineering and Generative Artificial Intelligence.” In <i>Proceedings of NordDesign
    2024</i>. The Design Society, 2024. <a href="https://doi.org/10.35199/norddesign2024.66">https://doi.org/10.35199/norddesign2024.66</a>.'
  ieee: 'P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated
    Design: Automatically Generating Modeling Elements with Prompt Engineering and
    Generative Artificial Intelligence,” 2024, doi: <a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>.'
  mla: 'Kulkarni, Pranav Jayant, et al. “Towards Automated Design: Automatically Generating
    Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.”
    <i>Proceedings of NordDesign 2024</i>, The Design Society, 2024, doi:<a href="https://doi.org/10.35199/norddesign2024.66">10.35199/norddesign2024.66</a>.'
  short: 'P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: Proceedings
    of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:33:50Z
date_updated: 2025-01-31T14:34:07Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.66
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: 'Towards Automated Design: Automatically Generating Modeling Elements with
  Prompt Engineering and Generative Artificial Intelligence'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58480'
author:
- first_name: Michael
  full_name: Schlegel, Michael
  last_name: Schlegel
- first_name: Emily
  full_name: Pommerer, Emily
  last_name: Pommerer
- first_name: Christoph
  full_name: Kempf, Christoph
  last_name: Kempf
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  id: '38169'
  last_name: Wiederkehr
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
citation:
  ama: 'Schlegel M, Pommerer E, Kempf C, et al. Developing a Process Model for Future-Robust
    Advancement of Product Portfolios. In: <i>Proceedings of NordDesign 2024</i>.
    The Design Society; 2024. doi:<a href="https://doi.org/10.35199/norddesign2024.49">10.35199/norddesign2024.49</a>'
  apa: Schlegel, M., Pommerer, E., Kempf, C., Wiederkehr, I., Koldewey, C., Dumitrescu,
    R., &#38; Albers, A. (2024). Developing a Process Model for Future-Robust Advancement
    of Product Portfolios. <i>Proceedings of NordDesign 2024</i>. <a href="https://doi.org/10.35199/norddesign2024.49">https://doi.org/10.35199/norddesign2024.49</a>
  bibtex: '@inproceedings{Schlegel_Pommerer_Kempf_Wiederkehr_Koldewey_Dumitrescu_Albers_2024,
    title={Developing a Process Model for Future-Robust Advancement of Product Portfolios},
    DOI={<a href="https://doi.org/10.35199/norddesign2024.49">10.35199/norddesign2024.49</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Schlegel,
    Michael and Pommerer, Emily and Kempf, Christoph and Wiederkehr, Ingrid and Koldewey,
    Christian and Dumitrescu, Roman and Albers, Albert}, year={2024} }'
  chicago: Schlegel, Michael, Emily Pommerer, Christoph Kempf, Ingrid Wiederkehr,
    Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Developing a Process
    Model for Future-Robust Advancement of Product Portfolios.” In <i>Proceedings
    of NordDesign 2024</i>. The Design Society, 2024. <a href="https://doi.org/10.35199/norddesign2024.49">https://doi.org/10.35199/norddesign2024.49</a>.
  ieee: 'M. Schlegel <i>et al.</i>, “Developing a Process Model for Future-Robust
    Advancement of Product Portfolios,” 2024, doi: <a href="https://doi.org/10.35199/norddesign2024.49">10.35199/norddesign2024.49</a>.'
  mla: Schlegel, Michael, et al. “Developing a Process Model for Future-Robust Advancement
    of Product Portfolios.” <i>Proceedings of NordDesign 2024</i>, The Design Society,
    2024, doi:<a href="https://doi.org/10.35199/norddesign2024.49">10.35199/norddesign2024.49</a>.
  short: 'M. Schlegel, E. Pommerer, C. Kempf, I. Wiederkehr, C. Koldewey, R. Dumitrescu,
    A. Albers, in: Proceedings of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:34:55Z
date_updated: 2025-01-31T14:35:15Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.49
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: Developing a Process Model for Future-Robust Advancement of Product Portfolios
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58477'
author:
- first_name: Dominik
  full_name: Hermelingmeier, Dominik
  last_name: Hermelingmeier
- first_name: Florian
  full_name: Pape, Florian
  last_name: Pape
- first_name: Laura
  full_name: Bunselmeyer, Laura
  last_name: Bunselmeyer
- first_name: Stefan
  full_name: Pfeifer, Stefan
  last_name: Pfeifer
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hermelingmeier D, Pape F, Bunselmeyer L, Pfeifer S, Dumitrescu R. Methods
    and Approaches for Evaluating the Repairability of Mechatronic Systems: A Systematic
    Literature Review. In: <i>Proceedings of NordDesign 2024</i>. The Design Society;
    2024. doi:<a href="https://doi.org/10.35199/norddesign2024.77">10.35199/norddesign2024.77</a>'
  apa: 'Hermelingmeier, D., Pape, F., Bunselmeyer, L., Pfeifer, S., &#38; Dumitrescu,
    R. (2024). Methods and Approaches for Evaluating the Repairability of Mechatronic
    Systems: A Systematic Literature Review. <i>Proceedings of NordDesign 2024</i>.
    <a href="https://doi.org/10.35199/norddesign2024.77">https://doi.org/10.35199/norddesign2024.77</a>'
  bibtex: '@inproceedings{Hermelingmeier_Pape_Bunselmeyer_Pfeifer_Dumitrescu_2024,
    title={Methods and Approaches for Evaluating the Repairability of Mechatronic
    Systems: A Systematic Literature Review}, DOI={<a href="https://doi.org/10.35199/norddesign2024.77">10.35199/norddesign2024.77</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Hermelingmeier,
    Dominik and Pape, Florian and Bunselmeyer, Laura and Pfeifer, Stefan and Dumitrescu,
    Roman}, year={2024} }'
  chicago: 'Hermelingmeier, Dominik, Florian Pape, Laura Bunselmeyer, Stefan Pfeifer,
    and Roman Dumitrescu. “Methods and Approaches for Evaluating the Repairability
    of Mechatronic Systems: A Systematic Literature Review.” In <i>Proceedings of
    NordDesign 2024</i>. The Design Society, 2024. <a href="https://doi.org/10.35199/norddesign2024.77">https://doi.org/10.35199/norddesign2024.77</a>.'
  ieee: 'D. Hermelingmeier, F. Pape, L. Bunselmeyer, S. Pfeifer, and R. Dumitrescu,
    “Methods and Approaches for Evaluating the Repairability of Mechatronic Systems:
    A Systematic Literature Review,” 2024, doi: <a href="https://doi.org/10.35199/norddesign2024.77">10.35199/norddesign2024.77</a>.'
  mla: 'Hermelingmeier, Dominik, et al. “Methods and Approaches for Evaluating the
    Repairability of Mechatronic Systems: A Systematic Literature Review.” <i>Proceedings
    of NordDesign 2024</i>, The Design Society, 2024, doi:<a href="https://doi.org/10.35199/norddesign2024.77">10.35199/norddesign2024.77</a>.'
  short: 'D. Hermelingmeier, F. Pape, L. Bunselmeyer, S. Pfeifer, R. Dumitrescu, in:
    Proceedings of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:31:39Z
date_updated: 2025-01-31T14:31:54Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.77
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: 'Methods and Approaches for Evaluating the Repairability of Mechatronic Systems:
  A Systematic Literature Review'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58476'
author:
- first_name: Daria
  full_name: Wilke, Daria
  last_name: Wilke
- first_name: Lynn
  full_name: Humpert, Lynn
  last_name: Humpert
- first_name: Pragita
  full_name: Suwal, Pragita
  last_name: Suwal
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wilke D, Humpert L, Suwal P, Dumitrescu R. Framework for the Selection of
    Systems Engineering Modelling Languages and Methods for Special Purpose Machinery.
    In: <i>Proceedings of NordDesign 2024</i>. The Design Society; 2024. doi:<a href="https://doi.org/10.35199/norddesign2024.59">10.35199/norddesign2024.59</a>'
  apa: Wilke, D., Humpert, L., Suwal, P., &#38; Dumitrescu, R. (2024). Framework for
    the Selection of Systems Engineering Modelling Languages and Methods for Special
    Purpose Machinery. <i>Proceedings of NordDesign 2024</i>. <a href="https://doi.org/10.35199/norddesign2024.59">https://doi.org/10.35199/norddesign2024.59</a>
  bibtex: '@inproceedings{Wilke_Humpert_Suwal_Dumitrescu_2024, title={Framework for
    the Selection of Systems Engineering Modelling Languages and Methods for Special
    Purpose Machinery}, DOI={<a href="https://doi.org/10.35199/norddesign2024.59">10.35199/norddesign2024.59</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Wilke,
    Daria and Humpert, Lynn and Suwal, Pragita and Dumitrescu, Roman}, year={2024}
    }'
  chicago: Wilke, Daria, Lynn Humpert, Pragita Suwal, and Roman Dumitrescu. “Framework
    for the Selection of Systems Engineering Modelling Languages and Methods for Special
    Purpose Machinery.” In <i>Proceedings of NordDesign 2024</i>. The Design Society,
    2024. <a href="https://doi.org/10.35199/norddesign2024.59">https://doi.org/10.35199/norddesign2024.59</a>.
  ieee: 'D. Wilke, L. Humpert, P. Suwal, and R. Dumitrescu, “Framework for the Selection
    of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery,”
    2024, doi: <a href="https://doi.org/10.35199/norddesign2024.59">10.35199/norddesign2024.59</a>.'
  mla: Wilke, Daria, et al. “Framework for the Selection of Systems Engineering Modelling
    Languages and Methods for Special Purpose Machinery.” <i>Proceedings of NordDesign
    2024</i>, The Design Society, 2024, doi:<a href="https://doi.org/10.35199/norddesign2024.59">10.35199/norddesign2024.59</a>.
  short: 'D. Wilke, L. Humpert, P. Suwal, R. Dumitrescu, in: Proceedings of NordDesign
    2024, The Design Society, 2024.'
date_created: 2025-01-31T14:29:09Z
date_updated: 2025-01-31T14:29:27Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.59
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: Framework for the Selection of Systems Engineering Modelling Languages and
  Methods for Special Purpose Machinery
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58478'
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Anja
  full_name: Rasor, Anja
  id: '34415'
  last_name: Rasor
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Scholtysik M, Rasor A, Koldewey C, Dumitrescu R. A Product Lifecycle Model
    for the Digitally Enabled Circular Economy. In: <i>Proceedings of NordDesign 2024</i>.
    The Design Society; 2024. doi:<a href="https://doi.org/10.35199/norddesign2024.31">10.35199/norddesign2024.31</a>'
  apa: Scholtysik, M., Rasor, A., Koldewey, C., &#38; Dumitrescu, R. (2024). A Product
    Lifecycle Model for the Digitally Enabled Circular Economy. <i>Proceedings of
    NordDesign 2024</i>. <a href="https://doi.org/10.35199/norddesign2024.31">https://doi.org/10.35199/norddesign2024.31</a>
  bibtex: '@inproceedings{Scholtysik_Rasor_Koldewey_Dumitrescu_2024, title={A Product
    Lifecycle Model for the Digitally Enabled Circular Economy}, DOI={<a href="https://doi.org/10.35199/norddesign2024.31">10.35199/norddesign2024.31</a>},
    booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Scholtysik,
    Michel and Rasor, Anja and Koldewey, Christian and Dumitrescu, Roman}, year={2024}
    }'
  chicago: Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu.
    “A Product Lifecycle Model for the Digitally Enabled Circular Economy.” In <i>Proceedings
    of NordDesign 2024</i>. The Design Society, 2024. <a href="https://doi.org/10.35199/norddesign2024.31">https://doi.org/10.35199/norddesign2024.31</a>.
  ieee: 'M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “A Product Lifecycle
    Model for the Digitally Enabled Circular Economy,” 2024, doi: <a href="https://doi.org/10.35199/norddesign2024.31">10.35199/norddesign2024.31</a>.'
  mla: Scholtysik, Michel, et al. “A Product Lifecycle Model for the Digitally Enabled
    Circular Economy.” <i>Proceedings of NordDesign 2024</i>, The Design Society,
    2024, doi:<a href="https://doi.org/10.35199/norddesign2024.31">10.35199/norddesign2024.31</a>.
  short: 'M. Scholtysik, A. Rasor, C. Koldewey, R. Dumitrescu, in: Proceedings of
    NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:32:56Z
date_updated: 2025-01-31T14:33:19Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.31
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: A Product Lifecycle Model for the Digitally Enabled Circular Economy
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58482'
author:
- first_name: 'Julian '
  full_name: 'Weller, Julian '
  last_name: Weller
- first_name: 'Nico '
  full_name: 'Migenda, Nico '
  last_name: Migenda
- first_name: 'Arno '
  full_name: 'Kühn, Arno '
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Weller J, Migenda N, Kühn A, Dumitrescu R. Prescriptive Analytics Data Canvas:
    Strategic Planning For Prescriptive Analytics In Smart Factories. In: <i>Proceedings
    CPSL 2024</i>. LibreCat University; 2024. doi:<a href="https://doi.org/10.15488/17721">10.15488/17721</a>'
  apa: 'Weller, J., Migenda, N., Kühn, A., &#38; Dumitrescu, R. (2024). Prescriptive
    Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart
    Factories. <i>Proceedings CPSL 2024</i>. <a href="https://doi.org/10.15488/17721">https://doi.org/10.15488/17721</a>'
  bibtex: '@inproceedings{Weller_Migenda_Kühn_Dumitrescu_2024, title={Prescriptive
    Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart
    Factories}, DOI={<a href="https://doi.org/10.15488/17721">10.15488/17721</a>},
    booktitle={Proceedings CPSL 2024}, publisher={LibreCat University}, author={Weller,
    Julian  and Migenda, Nico  and Kühn, Arno  and Dumitrescu, Roman}, year={2024}
    }'
  chicago: 'Weller, Julian , Nico  Migenda, Arno  Kühn, and Roman Dumitrescu. “Prescriptive
    Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart
    Factories.” In <i>Proceedings CPSL 2024</i>. LibreCat University, 2024. <a href="https://doi.org/10.15488/17721">https://doi.org/10.15488/17721</a>.'
  ieee: 'J. Weller, N. Migenda, A. Kühn, and R. Dumitrescu, “Prescriptive Analytics
    Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories,”
    2024, doi: <a href="https://doi.org/10.15488/17721">10.15488/17721</a>.'
  mla: 'Weller, Julian, et al. “Prescriptive Analytics Data Canvas: Strategic Planning
    For Prescriptive Analytics In Smart Factories.” <i>Proceedings CPSL 2024</i>,
    LibreCat University, 2024, doi:<a href="https://doi.org/10.15488/17721">10.15488/17721</a>.'
  short: 'J. Weller, N. Migenda, A. Kühn, R. Dumitrescu, in: Proceedings CPSL 2024,
    LibreCat University, 2024.'
date_created: 2025-01-31T14:47:39Z
date_updated: 2025-01-31T14:50:14Z
department:
- _id: '563'
doi: 10.15488/17721
language:
- iso: eng
publication: Proceedings CPSL 2024
publisher: LibreCat University
status: public
title: 'Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics
  In Smart Factories'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58481'
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Anja
  full_name: Rasor, Anja
  id: '34415'
  last_name: Rasor
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Scholtysik M, Rasor A, Koldewey C, Dumitrescu R. Business model patterns for
    the circular economy. In: <i>ISPIM Conference Proceedings</i>. ; 2024.'
  apa: Scholtysik, M., Rasor, A., Koldewey, C., &#38; Dumitrescu, R. (2024). Business
    model patterns for the circular economy. <i>ISPIM Conference Proceedings</i>.
    ISPIM Conference Proceedings, Manchester.
  bibtex: '@inproceedings{Scholtysik_Rasor_Koldewey_Dumitrescu_2024, title={Business
    model patterns for the circular economy}, booktitle={ISPIM Conference Proceedings},
    author={Scholtysik, Michel and Rasor, Anja and Koldewey, Christian and Dumitrescu,
    Roman}, year={2024} }'
  chicago: Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu.
    “Business Model Patterns for the Circular Economy.” In <i>ISPIM Conference Proceedings</i>,
    2024.
  ieee: M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Business model patterns
    for the circular economy,” presented at the ISPIM Conference Proceedings, Manchester,
    2024.
  mla: Scholtysik, Michel, et al. “Business Model Patterns for the Circular Economy.”
    <i>ISPIM Conference Proceedings</i>, 2024.
  short: 'M. Scholtysik, A. Rasor, C. Koldewey, R. Dumitrescu, in: ISPIM Conference
    Proceedings, 2024.'
conference:
  location: Manchester
  name: ISPIM Conference Proceedings
date_created: 2025-01-31T14:38:56Z
date_updated: 2025-01-31T14:39:00Z
department:
- _id: '563'
language:
- iso: eng
publication: ISPIM Conference Proceedings
status: public
title: Business model patterns for the circular economy
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '59411'
abstract:
- lang: eng
  text: <jats:p>As our lives, our businesses, and indeed our world economy become
    increasingly reliant on the secure operation of many interconnected software systems,
    the software engineering research community is faced with unprecedented research
    challenges, but also with exciting new opportunities. In this roadmap paper, we
    outline our vision of Software Security Analysis for the systems of the future.
    Given the recent advances in generative AI, we need new methods to assess and
    maximize the security of code co-written by machines. As our systems become increasingly
    heterogeneous, we need practical approaches that work even if some functions are
    automatically generated, e.g., by deep neural networks. As software systems depend
    evermore on the software supply chain, we need tools that scale to an entire ecosystem.
    What kind of vulnerabilities exist in future systems and how do we detect them?
    When all the shallow bugs are found, how do we discover vulnerabilities hidden
    deeply in the system? Assuming we cannot find all security flaws, how can we nevertheless
    protect our system? To answer these questions, we start our roadmap with a survey
    of recent advances in software security, then discuss open challenges and opportunities,
    and conclude with a long-term perspective for the field.</jats:p>
author:
- first_name: Marcel
  full_name: Böhme, Marcel
  last_name: Böhme
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Tevfik
  full_name: Bultan, Tevfik
  last_name: Bultan
- first_name: Cristian
  full_name: Cadar, Cristian
  last_name: Cadar
- first_name: Yang
  full_name: Liu, Yang
  last_name: Liu
- first_name: Giuseppe
  full_name: Scanniello, Giuseppe
  last_name: Scanniello
citation:
  ama: 'Böhme M, Bodden E, Bultan T, Cadar C, Liu Y, Scanniello G. Software Security
    Analysis in 2030 and Beyond: A Research Roadmap. <i>ACM Transactions on Software
    Engineering and Methodology</i>. Published online 2024. doi:<a href="https://doi.org/10.1145/3708533">10.1145/3708533</a>'
  apa: 'Böhme, M., Bodden, E., Bultan, T., Cadar, C., Liu, Y., &#38; Scanniello, G.
    (2024). Software Security Analysis in 2030 and Beyond: A Research Roadmap. <i>ACM
    Transactions on Software Engineering and Methodology</i>. <a href="https://doi.org/10.1145/3708533">https://doi.org/10.1145/3708533</a>'
  bibtex: '@article{Böhme_Bodden_Bultan_Cadar_Liu_Scanniello_2024, title={Software
    Security Analysis in 2030 and Beyond: A Research Roadmap}, DOI={<a href="https://doi.org/10.1145/3708533">10.1145/3708533</a>},
    journal={ACM Transactions on Software Engineering and Methodology}, publisher={Association
    for Computing Machinery (ACM)}, author={Böhme, Marcel and Bodden, Eric and Bultan,
    Tevfik and Cadar, Cristian and Liu, Yang and Scanniello, Giuseppe}, year={2024}
    }'
  chicago: 'Böhme, Marcel, Eric Bodden, Tevfik Bultan, Cristian Cadar, Yang Liu, and
    Giuseppe Scanniello. “Software Security Analysis in 2030 and Beyond: A Research
    Roadmap.” <i>ACM Transactions on Software Engineering and Methodology</i>, 2024.
    <a href="https://doi.org/10.1145/3708533">https://doi.org/10.1145/3708533</a>.'
  ieee: 'M. Böhme, E. Bodden, T. Bultan, C. Cadar, Y. Liu, and G. Scanniello, “Software
    Security Analysis in 2030 and Beyond: A Research Roadmap,” <i>ACM Transactions
    on Software Engineering and Methodology</i>, 2024, doi: <a href="https://doi.org/10.1145/3708533">10.1145/3708533</a>.'
  mla: 'Böhme, Marcel, et al. “Software Security Analysis in 2030 and Beyond: A Research
    Roadmap.” <i>ACM Transactions on Software Engineering and Methodology</i>, Association
    for Computing Machinery (ACM), 2024, doi:<a href="https://doi.org/10.1145/3708533">10.1145/3708533</a>.'
  short: M. Böhme, E. Bodden, T. Bultan, C. Cadar, Y. Liu, G. Scanniello, ACM Transactions
    on Software Engineering and Methodology (2024).
date_created: 2025-04-07T10:04:48Z
date_updated: 2025-04-07T10:05:15Z
department:
- _id: '76'
doi: 10.1145/3708533
language:
- iso: eng
publication: ACM Transactions on Software Engineering and Methodology
publication_identifier:
  issn:
  - 1049-331X
  - 1557-7392
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: 'Software Security Analysis in 2030 and Beyond: A Research Roadmap'
type: journal_article
user_id: '15249'
year: '2024'
...
---
_id: '59911'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title><jats:p>In this article, we study the complexity
    of weighted team definability for logics with team semantics. This problem is
    a natural analog of one of the most studied problems in parameterized complexity,
    the notion of weighted Fagin-definability, which is formulated in terms of satisfaction
    of first-order formulas with free relation variables. We focus on the parameterized
    complexity of weighted team definability for a fixed formula <jats:inline-formula><jats:alternatives><jats:inline-graphic
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" mime-subtype=\"png\" xlink:href=\"S0960129524000033_inline1.png\"/><jats:tex-math>\r\n$\\varphi$\r\n</jats:tex-math></jats:alternatives></jats:inline-formula>
    of central team-based logics. Given a first-order structure <jats:inline-formula><jats:alternatives><jats:inline-graphic
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" mime-subtype=\"png\" xlink:href=\"S0960129524000033_inline2.png\"/><jats:tex-math>\r\n$\\mathcal{A}$\r\n</jats:tex-math></jats:alternatives></jats:inline-formula>
    and the parameter value <jats:inline-formula><jats:alternatives><jats:inline-graphic
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" mime-subtype=\"png\" xlink:href=\"S0960129524000033_inline3.png\"/><jats:tex-math>\r\n$k\\in
    \\mathbb N$\r\n</jats:tex-math></jats:alternatives></jats:inline-formula> as input,
    the question is to determine whether <jats:inline-formula><jats:alternatives><jats:inline-graphic
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" mime-subtype=\"png\" xlink:href=\"S0960129524000033_inline4.png\"/><jats:tex-math>\r\n$\\mathcal{A},T\\models
    \\varphi$\r\n</jats:tex-math></jats:alternatives></jats:inline-formula> for some
    team <jats:italic>T</jats:italic> of size <jats:italic>k</jats:italic>. We show
    several results on the complexity of this problem for dependence, independence,
    and inclusion logic formulas. Moreover, we also relate the complexity of weighted
    team definability to the complexity classes in the well-known W-hierarchy as well
    as paraNP.</jats:p>"
author:
- first_name: Juha
  full_name: Kontinen, Juha
  last_name: Kontinen
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Arne
  full_name: Meier, Arne
  last_name: Meier
- first_name: Heribert
  full_name: Vollmer, Heribert
  last_name: Vollmer
citation:
  ama: Kontinen J, Mahmood Y, Meier A, Vollmer H. Parameterized complexity of weighted
    team definability. <i>Mathematical Structures in Computer Science</i>. 2024;34(5):375-389.
    doi:<a href="https://doi.org/10.1017/s0960129524000033">10.1017/s0960129524000033</a>
  apa: Kontinen, J., Mahmood, Y., Meier, A., &#38; Vollmer, H. (2024). Parameterized
    complexity of weighted team definability. <i>Mathematical Structures in Computer
    Science</i>, <i>34</i>(5), 375–389. <a href="https://doi.org/10.1017/s0960129524000033">https://doi.org/10.1017/s0960129524000033</a>
  bibtex: '@article{Kontinen_Mahmood_Meier_Vollmer_2024, title={Parameterized complexity
    of weighted team definability}, volume={34}, DOI={<a href="https://doi.org/10.1017/s0960129524000033">10.1017/s0960129524000033</a>},
    number={5}, journal={Mathematical Structures in Computer Science}, publisher={Cambridge
    University Press (CUP)}, author={Kontinen, Juha and Mahmood, Yasir and Meier,
    Arne and Vollmer, Heribert}, year={2024}, pages={375–389} }'
  chicago: 'Kontinen, Juha, Yasir Mahmood, Arne Meier, and Heribert Vollmer. “Parameterized
    Complexity of Weighted Team Definability.” <i>Mathematical Structures in Computer
    Science</i> 34, no. 5 (2024): 375–89. <a href="https://doi.org/10.1017/s0960129524000033">https://doi.org/10.1017/s0960129524000033</a>.'
  ieee: 'J. Kontinen, Y. Mahmood, A. Meier, and H. Vollmer, “Parameterized complexity
    of weighted team definability,” <i>Mathematical Structures in Computer Science</i>,
    vol. 34, no. 5, pp. 375–389, 2024, doi: <a href="https://doi.org/10.1017/s0960129524000033">10.1017/s0960129524000033</a>.'
  mla: Kontinen, Juha, et al. “Parameterized Complexity of Weighted Team Definability.”
    <i>Mathematical Structures in Computer Science</i>, vol. 34, no. 5, Cambridge
    University Press (CUP), 2024, pp. 375–89, doi:<a href="https://doi.org/10.1017/s0960129524000033">10.1017/s0960129524000033</a>.
  short: J. Kontinen, Y. Mahmood, A. Meier, H. Vollmer, Mathematical Structures in
    Computer Science 34 (2024) 375–389.
date_created: 2025-05-15T11:06:56Z
date_updated: 2025-05-15T11:07:08Z
department:
- _id: '574'
doi: 10.1017/s0960129524000033
intvolume: '        34'
issue: '5'
language:
- iso: eng
page: 375-389
publication: Mathematical Structures in Computer Science
publication_identifier:
  issn:
  - 0960-1295
  - 1469-8072
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Parameterized complexity of weighted team definability
type: journal_article
user_id: '99353'
volume: 34
year: '2024'
...
---
_id: '56159'
author:
- first_name: Rafael
  full_name: Peñaloza, Rafael
  last_name: Peñaloza
- first_name: Anni-Yasmin
  full_name: Turhan, Anni-Yasmin
  id: '104470'
  last_name: Turhan
citation:
  ama: 'Peñaloza R, Turhan A-Y. Rough, Rougher, Roughest: Extending EL with a Hierarchy
    of Indiscernibility Relations. In: Giordano L, Jung JC, Ozaki A, eds. <i>Proceedings
    of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway,
    June 18-21, 2024</i>. Vol 3739. CEUR Workshop Proceedings. CEUR-WS.org; 2024.'
  apa: 'Peñaloza, R., &#38; Turhan, A.-Y. (2024). Rough, Rougher, Roughest: Extending
    EL with a Hierarchy of Indiscernibility Relations. In L. Giordano, J. C. Jung,
    &#38; A. Ozaki (Eds.), <i>Proceedings of the 37th International Workshop on Description
    Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i> (Vol. 3739). CEUR-WS.org.'
  bibtex: '@inproceedings{Peñaloza_Turhan_2024, series={CEUR Workshop Proceedings},
    title={Rough, Rougher, Roughest: Extending EL with a Hierarchy of Indiscernibility
    Relations}, volume={3739}, booktitle={Proceedings of the 37th International Workshop
    on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024}, publisher={CEUR-WS.org},
    author={Peñaloza, Rafael and Turhan, Anni-Yasmin}, editor={Giordano, Laura and
    Jung, Jean Christoph and Ozaki, Ana}, year={2024}, collection={CEUR Workshop Proceedings}
    }'
  chicago: 'Peñaloza, Rafael, and Anni-Yasmin Turhan. “Rough, Rougher, Roughest: Extending
    EL with a Hierarchy of Indiscernibility Relations.” In <i>Proceedings of the 37th
    International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21,
    2024</i>, edited by Laura Giordano, Jean Christoph Jung, and Ana Ozaki, Vol. 3739.
    CEUR Workshop Proceedings. CEUR-WS.org, 2024.'
  ieee: 'R. Peñaloza and A.-Y. Turhan, “Rough, Rougher, Roughest: Extending EL with
    a Hierarchy of Indiscernibility Relations,” in <i>Proceedings of the 37th International
    Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024</i>,
    2024, vol. 3739.'
  mla: 'Peñaloza, Rafael, and Anni-Yasmin Turhan. “Rough, Rougher, Roughest: Extending
    EL with a Hierarchy of Indiscernibility Relations.” <i>Proceedings of the 37th
    International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21,
    2024</i>, edited by Laura Giordano et al., vol. 3739, CEUR-WS.org, 2024.'
  short: 'R. Peñaloza, A.-Y. Turhan, in: L. Giordano, J.C. Jung, A. Ozaki (Eds.),
    Proceedings of the 37th International Workshop on Description Logics (DL 2024),
    Bergen, Norway, June 18-21, 2024, CEUR-WS.org, 2024.'
date_created: 2024-09-17T08:46:26Z
date_updated: 2025-05-28T06:50:50Z
department:
- _id: '888'
editor:
- first_name: Laura
  full_name: Giordano, Laura
  last_name: Giordano
- first_name: Jean Christoph
  full_name: Jung, Jean Christoph
  last_name: Jung
- first_name: Ana
  full_name: Ozaki, Ana
  last_name: Ozaki
intvolume: '      3739'
language:
- iso: eng
publication: Proceedings of the 37th International Workshop on Description Logics
  (DL 2024), Bergen, Norway, June 18-21, 2024
publisher: CEUR-WS.org
series_title: CEUR Workshop Proceedings
status: public
title: 'Rough, Rougher, Roughest: Extending EL with a Hierarchy of Indiscernibility
  Relations'
type: conference
user_id: '117185'
volume: 3739
year: '2024'
...
---
_id: '60161'
author:
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  id: '38169'
  last_name: Wiederkehr
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  id: '36312'
  last_name: Bernijazov
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Tissen D, Wiederkehr I, Bernijazov R, Koldewey C, Dumitrescu R. Portals across
    domains: A data analysis task and documentation canvas for data-driven model-based
    systems engineering. In: Kin-Tak Lam AD, Prior SD, Shen S-T, Young S-J, Ji L-W,
    eds. <i>System Innovation for an Artificial Intelligence Era </i>. 1. CRC Press;
    2024.'
  apa: 'Tissen, D., Wiederkehr, I., Bernijazov, R., Koldewey, C., &#38; Dumitrescu,
    R. (2024). Portals across domains: A data analysis task and documentation canvas
    for data-driven model-based systems engineering. In A. D. Kin-Tak Lam, S. D. Prior,
    S.-T. Shen, S.-J. Young, &#38; L.-W. Ji (Eds.), <i>System Innovation for an Artificial
    Intelligence Era </i> (1.). CRC Press.'
  bibtex: '@inbook{Tissen_Wiederkehr_Bernijazov_Koldewey_Dumitrescu_2024, place={London},
    edition={1.}, title={Portals across domains: A data analysis task and documentation
    canvas for data-driven model-based systems engineering}, booktitle={System Innovation
    for an Artificial Intelligence Era }, publisher={CRC Press}, author={Tissen, Denis
    and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu,
    Roman}, editor={Kin-Tak Lam, Artde Donald and Prior, Stephen D. and Shen, Siu-Tsen
    and Young, Sheng-Joue and Ji, Liang-Wen}, year={2024} }'
  chicago: 'Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey,
    and Roman Dumitrescu. “Portals across Domains: A Data Analysis Task and Documentation
    Canvas for Data-Driven Model-Based Systems Engineering.” In <i>System Innovation
    for an Artificial Intelligence Era </i>, edited by Artde Donald Kin-Tak Lam, Stephen
    D. Prior, Siu-Tsen Shen, Sheng-Joue Young, and Liang-Wen Ji, 1. London: CRC Press,
    2024.'
  ieee: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu,
    “Portals across domains: A data analysis task and documentation canvas for data-driven
    model-based systems engineering,” in <i>System Innovation for an Artificial Intelligence
    Era </i>, 1., A. D. Kin-Tak Lam, S. D. Prior, S.-T. Shen, S.-J. Young, and L.-W.
    Ji, Eds. London: CRC Press, 2024.'
  mla: 'Tissen, Denis, et al. “Portals across Domains: A Data Analysis Task and Documentation
    Canvas for Data-Driven Model-Based Systems Engineering.” <i>System Innovation
    for an Artificial Intelligence Era </i>, edited by Artde Donald Kin-Tak Lam et
    al., 1., CRC Press, 2024.'
  short: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, R. Dumitrescu, in:
    A.D. Kin-Tak Lam, S.D. Prior, S.-T. Shen, S.-J. Young, L.-W. Ji (Eds.), System
    Innovation for an Artificial Intelligence Era , 1., CRC Press, London, 2024.'
date_created: 2025-06-10T10:18:33Z
date_updated: 2025-06-10T10:19:40Z
department:
- _id: '563'
edition: '1.'
editor:
- first_name: Artde Donald
  full_name: Kin-Tak Lam, Artde Donald
  last_name: Kin-Tak Lam
- first_name: Stephen D.
  full_name: Prior, Stephen D.
  last_name: Prior
- first_name: Siu-Tsen
  full_name: Shen, Siu-Tsen
  last_name: Shen
- first_name: Sheng-Joue
  full_name: Young, Sheng-Joue
  last_name: Young
- first_name: Liang-Wen
  full_name: Ji, Liang-Wen
  last_name: Ji
language:
- iso: eng
place: London
publication: 'System Innovation for an Artificial Intelligence Era '
publisher: CRC Press
status: public
title: 'Portals across domains: A data analysis task and documentation canvas for
  data-driven model-based systems engineering'
type: book_chapter
user_id: '15782'
year: '2024'
...
---
_id: '58449'
author:
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  id: '38169'
  last_name: Wiederkehr
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wiederkehr I, Tissen D, Koldewey C, Dumitrescu R. Sustinnovate or perish:
    Principles for sustainable innovation. In: Kin-Tak Lam AD, Prior SD, Shen S-T,
    Young S-J, Ji L-W, eds. <i>System Innovation for an Artificial Intelligence Era</i>.
    CRC Press; 2024.'
  apa: 'Wiederkehr, I., Tissen, D., Koldewey, C., &#38; Dumitrescu, R. (2024). Sustinnovate
    or perish: Principles for sustainable innovation. In A. D. Kin-Tak Lam, S. D.
    Prior, S.-T. Shen, S.-J. Young, &#38; L.-W. Ji (Eds.), <i>System Innovation for
    an Artificial Intelligence Era</i>. CRC Press.'
  bibtex: '@inbook{Wiederkehr_Tissen_Koldewey_Dumitrescu_2024, place={London}, title={Sustinnovate
    or perish: Principles for sustainable innovation}, booktitle={System Innovation
    for an Artificial Intelligence Era}, publisher={CRC Press}, author={Wiederkehr,
    Ingrid and Tissen, Denis and Koldewey, Christian and Dumitrescu, Roman}, editor={Kin-Tak
    Lam, Artde Donald and Prior, Stephen D. and Shen, Siu-Tsen and Young, Sheng-Joue
    and Ji, Liang-Wen}, year={2024} }'
  chicago: 'Wiederkehr, Ingrid, Denis Tissen, Christian Koldewey, and Roman Dumitrescu.
    “Sustinnovate or Perish: Principles for Sustainable Innovation.” In <i>System
    Innovation for an Artificial Intelligence Era</i>, edited by Artde Donald Kin-Tak
    Lam, Stephen D. Prior, Siu-Tsen Shen, Sheng-Joue Young, and Liang-Wen Ji. London:
    CRC Press, 2024.'
  ieee: 'I. Wiederkehr, D. Tissen, C. Koldewey, and R. Dumitrescu, “Sustinnovate or
    perish: Principles for sustainable innovation,” in <i>System Innovation for an
    Artificial Intelligence Era</i>, A. D. Kin-Tak Lam, S. D. Prior, S.-T. Shen, S.-J.
    Young, and L.-W. Ji, Eds. London: CRC Press, 2024.'
  mla: 'Wiederkehr, Ingrid, et al. “Sustinnovate or Perish: Principles for Sustainable
    Innovation.” <i>System Innovation for an Artificial Intelligence Era</i>, edited
    by Artde Donald Kin-Tak Lam et al., CRC Press, 2024.'
  short: 'I. Wiederkehr, D. Tissen, C. Koldewey, R. Dumitrescu, in: A.D. Kin-Tak Lam,
    S.D. Prior, S.-T. Shen, S.-J. Young, L.-W. Ji (Eds.), System Innovation for an
    Artificial Intelligence Era, CRC Press, London, 2024.'
date_created: 2025-01-30T14:55:04Z
date_updated: 2025-06-10T10:21:48Z
department:
- _id: '563'
editor:
- first_name: Artde Donald
  full_name: Kin-Tak Lam, Artde Donald
  last_name: Kin-Tak Lam
- first_name: Stephen D.
  full_name: Prior, Stephen D.
  last_name: Prior
- first_name: Siu-Tsen
  full_name: Shen, Siu-Tsen
  last_name: Shen
- first_name: Sheng-Joue
  full_name: Young, Sheng-Joue
  last_name: Young
- first_name: Liang-Wen
  full_name: Ji, Liang-Wen
  last_name: Ji
language:
- iso: eng
place: London
publication: System Innovation for an Artificial Intelligence Era
publication_identifier:
  isbn:
  - '9781003514831'
publisher: CRC Press
status: public
title: 'Sustinnovate or perish: Principles for sustainable innovation'
type: book_chapter
user_id: '15782'
year: '2024'
...
---
_id: '54277'
author:
- first_name: Eelco
  full_name: Herder, Eelco
  last_name: Herder
- first_name: Laura
  full_name: Stojko, Laura
  last_name: Stojko
- first_name: Jannis
  full_name: Strecker, Jannis
  last_name: Strecker
- first_name: Thomas
  full_name: Neumayr, Thomas
  last_name: Neumayr
- first_name: Enes
  full_name: Yigitbas, Enes
  id: '8447'
  last_name: Yigitbas
  orcid: 0000-0002-5967-833X
- first_name: Mirjam
  full_name: Augstein, Mirjam
  last_name: Augstein
citation:
  ama: 'Herder E, Stojko L, Strecker J, Neumayr T, Yigitbas E, Augstein M. Towards
    New Realities: Implications of Personalized Online Layers in Our Daily Lives.
    <i>i-com - Journal of Interactive Media, Special Issue on “The Future of Human-Computer
    Interaction” </i>. Published online 2024.'
  apa: 'Herder, E., Stojko, L., Strecker, J., Neumayr, T., Yigitbas, E., &#38; Augstein,
    M. (2024). Towards New Realities: Implications of Personalized Online Layers in
    Our Daily Lives. <i>I-Com - Journal of Interactive Media, Special Issue on “The
    Future of Human-Computer Interaction” </i>.'
  bibtex: '@article{Herder_Stojko_Strecker_Neumayr_Yigitbas_Augstein_2024, title={Towards
    New Realities: Implications of Personalized Online Layers in Our Daily Lives},
    journal={i-com - Journal of Interactive Media, Special Issue on “The Future of
    Human-Computer Interaction” }, author={Herder, Eelco and Stojko, Laura and Strecker,
    Jannis and Neumayr, Thomas and Yigitbas, Enes and Augstein, Mirjam}, year={2024}
    }'
  chicago: 'Herder, Eelco, Laura Stojko, Jannis Strecker, Thomas Neumayr, Enes Yigitbas,
    and Mirjam Augstein. “Towards New Realities: Implications of Personalized Online
    Layers in Our Daily Lives.” <i>I-Com - Journal of Interactive Media, Special Issue
    on “The Future of Human-Computer Interaction” </i>, 2024.'
  ieee: 'E. Herder, L. Stojko, J. Strecker, T. Neumayr, E. Yigitbas, and M. Augstein,
    “Towards New Realities: Implications of Personalized Online Layers in Our Daily
    Lives,” <i>i-com - Journal of Interactive Media, Special Issue on “The Future
    of Human-Computer Interaction” </i>, 2024.'
  mla: 'Herder, Eelco, et al. “Towards New Realities: Implications of Personalized
    Online Layers in Our Daily Lives.” <i>I-Com - Journal of Interactive Media, Special
    Issue on “The Future of Human-Computer Interaction” </i>, 2024.'
  short: E. Herder, L. Stojko, J. Strecker, T. Neumayr, E. Yigitbas, M. Augstein,
    I-Com - Journal of Interactive Media, Special Issue on “The Future of Human-Computer
    Interaction”  (2024).
date_created: 2024-05-14T08:35:57Z
date_updated: 2026-01-15T11:47:11Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'i-com - Journal of Interactive Media, Special Issue on “The Future of
  Human-Computer Interaction” '
status: public
title: 'Towards New Realities: Implications of Personalized Online Layers in Our Daily
  Lives'
type: journal_article
user_id: '8447'
year: '2024'
...
