---
_id: '29151'
abstract:
- lang: eng
  text: Automation becomes a vital part in the High-Performance computing system in
    situational dynamics to take the decisions on the fly. Heterogeneous compute nodes
    consist of computing resources such as CPU, GPU and FPGA and are the important
    components of the high-performance computing system that can adapt the automation
    to achieve the given goal. While implanting automation in the computing resources,
    management of the resources is one of the essential aspects that need to be taken
    care of. Tasks are continuously executed on the resources using its unique characteristics.
    Effective scheduling is essential to make the best use of the characteristics
    provided by each resource. Scheduling enables the execution of each task by allocating
    resources so that they take advantage of all the characteristics of the compute
    resources. Various scheduling heuristics can be used to create effective scheduling,
    which might require the execution time to schedule the task efficiently. Providing
    actual execution time is not possible in many cases; hence we can provide the
    estimations for the actual execution time . The purpose of this master's thesis
    is to design a predictive model or system that estimates the execution time required
    to execute tasks using historical execution time data on the heterogeneous compute
    nodes. In this thesis, regression techniques(SGD Regressor, Passive-Aggressive
    Regressor, MLP Regressor, and XCSF Regressor) are compared in terms of their prediction
    accuracy in order to determine which technique produces reliable predictions for
    the execution time. These estimations must be generated in an online learning
    environment in which data points arrive in any sequence, one by one, and the regression
    model must learn from them. After evaluating the regression algorithms, it is
    seen that the XCSF regressor provides the highest overall prediction accuracy
    for the supplied data sets. The regression technique's parameters also play a
    significant role in achieving an acceptable prediction accuracy. As a remark,
    when using online learning in regression analysis, the accuracy depends upon both
    the order of sequential data points that are coming to train the model and the
    parameter configuration for each regression technique.
author:
- first_name: Chinmay
  full_name: Kashikar, Chinmay
  last_name: Kashikar
citation:
  ama: Kashikar C. <i>A Comparison of Machine Learning Techniques for the On-Line
    Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn
    University; 2021.
  apa: Kashikar, C. (2021). <i>A Comparison of Machine Learning Techniques for the
    On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>.
    Paderborn University.
  bibtex: '@book{Kashikar_2021, place={Paderborn}, title={A Comparison of Machine
    Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous
    Compute Nodes}, publisher={Paderborn University}, author={Kashikar, Chinmay},
    year={2021} }'
  chicago: 'Kashikar, Chinmay. <i>A Comparison of Machine Learning Techniques for
    the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>.
    Paderborn: Paderborn University, 2021.'
  ieee: 'C. Kashikar, <i>A Comparison of Machine Learning Techniques for the On-line
    Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn:
    Paderborn University, 2021.'
  mla: Kashikar, Chinmay. <i>A Comparison of Machine Learning Techniques for the On-Line
    Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn
    University, 2021.
  short: C. Kashikar, A Comparison of Machine Learning Techniques for the On-Line
    Characterization of Tasks Executed on Heterogeneous Compute Nodes, Paderborn University,
    Paderborn, 2021.
date_created: 2022-01-04T09:24:52Z
date_updated: 2022-01-06T06:58:46Z
department:
- _id: '78'
language:
- iso: eng
place: Paderborn
project:
- _id: '14'
  name: SFB 901 - Subproject C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '1'
  name: SFB 901
publisher: Paderborn University
status: public
supervisor:
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Tim
  full_name: Hansmeier, Tim
  id: '49992'
  last_name: Hansmeier
  orcid: 0000-0003-1377-3339
title: A Comparison of Machine Learning Techniques for the On-line Characterization
  of Tasks Executed on Heterogeneous Compute Nodes
type: mastersthesis
user_id: '49992'
year: '2021'
...
---
_id: '26984'
author:
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Marc
  full_name: Foullois, Marc
  last_name: Foullois
- first_name: Ruslan
  full_name: Bernijazov, Ruslan
  last_name: Bernijazov
citation:
  ama: Dumitrescu R, Özcan L, Ködding P, Foullois M, Bernijazov R. <i>Künstliche Intelligenz
    in der Produktentstehung</i>. Heinz Nixdorf Institut, Universität Paderborn; 2021.
  apa: Dumitrescu, R., Özcan, L., Ködding, P., Foullois, M., &#38; Bernijazov, R.
    (2021). <i>Künstliche Intelligenz in der Produktentstehung</i>. Heinz Nixdorf
    Institut, Universität Paderborn.
  bibtex: '@book{Dumitrescu_Özcan_Ködding_Foullois_Bernijazov_2021, place={Paderborn},
    title={Künstliche Intelligenz in der Produktentstehung}, publisher={Heinz Nixdorf
    Institut, Universität Paderborn}, author={Dumitrescu, Roman and Özcan, Leon and
    Ködding, Patrick and Foullois, Marc and Bernijazov, Ruslan}, year={2021} }'
  chicago: 'Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan
    Bernijazov. <i>Künstliche Intelligenz in der Produktentstehung</i>. Paderborn:
    Heinz Nixdorf Institut, Universität Paderborn, 2021.'
  ieee: 'R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, <i>Künstliche
    Intelligenz in der Produktentstehung</i>. Paderborn: Heinz Nixdorf Institut, Universität
    Paderborn, 2021.'
  mla: Dumitrescu, Roman, et al. <i>Künstliche Intelligenz in der Produktentstehung</i>.
    Heinz Nixdorf Institut, Universität Paderborn, 2021.
  short: R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, R. Bernijazov, Künstliche
    Intelligenz in der Produktentstehung, Heinz Nixdorf Institut, Universität Paderborn,
    Paderborn, 2021.
date_created: 2021-10-27T11:19:29Z
date_updated: 2022-01-06T06:57:31Z
department:
- _id: '563'
language:
- iso: ger
place: Paderborn
publication_status: published
publisher: Heinz Nixdorf Institut, Universität Paderborn
status: public
title: Künstliche Intelligenz in der Produktentstehung
type: book
user_id: '15782'
year: '2021'
...
---
_id: '26990'
abstract:
- lang: eng
  text: Digitalization and sustainability are major challenges for today's manufacturing
    industry. While digitalization is characterized by the incorporation of digital
    technologies in the products and services as well as the value creation architectures,
    sustainability requires them to balance economic, environmental and social issues.
    In both areas, especially Product Service Systems (PSS) are constantly gaining
    importance. This results in so called smart PSS that integrate digital technologies
    as well as sustainable PSS which aim at a positive impact on sustainability. Both
    two concepts cannot be clearly delimited since smart PSS might be designed for
    sustainability as well and sustainable PSS might be used with digital technologies.
    This paper aims to investigate the interrelations. To that, digitalization patterns
    of products and services are evaluated regarding their sustainable impact. The
    evaluation is conducted by a survey in research and industry. Furthermore, the
    design of the underlying value creation architecture is investigated. Here, a
    methodology is proposed enabling companies to optimize their value creation architecture.
article_type: original
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- 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, Reinhold J, Koldewey C, Dumitrescu R. SUSTAINABILITY THROUGH
    THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES
    FOR PRODUCT-SERVICE-SYSTEMS. <i>Proceedings of the Design Society</i>. 2021;1:2871-2880.
    doi:<a href="https://doi.org/10.1017/pds.2021.548">10.1017/pds.2021.548</a>'
  apa: 'Scholtysik, M., Reinhold, J., Koldewey, C., &#38; Dumitrescu, R. (2021). SUSTAINABILITY
    THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION
    ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS. <i>Proceedings of the Design Society</i>,
    <i>1</i>, 2871–2880. <a href="https://doi.org/10.1017/pds.2021.548">https://doi.org/10.1017/pds.2021.548</a>'
  bibtex: '@article{Scholtysik_Reinhold_Koldewey_Dumitrescu_2021, title={SUSTAINABILITY
    THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION
    ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS}, volume={1}, DOI={<a href="https://doi.org/10.1017/pds.2021.548">10.1017/pds.2021.548</a>},
    journal={Proceedings of the Design Society}, author={Scholtysik, Michel and Reinhold,
    Jannik and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={2871–2880}
    }'
  chicago: 'Scholtysik, Michel, Jannik Reinhold, Christian Koldewey, and Roman Dumitrescu.
    “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING
    VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.” <i>Proceedings of
    the Design Society</i> 1 (2021): 2871–80. <a href="https://doi.org/10.1017/pds.2021.548">https://doi.org/10.1017/pds.2021.548</a>.'
  ieee: 'M. Scholtysik, J. Reinhold, C. Koldewey, and R. Dumitrescu, “SUSTAINABILITY
    THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION
    ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS,” <i>Proceedings of the Design Society</i>,
    vol. 1, pp. 2871–2880, 2021, doi: <a href="https://doi.org/10.1017/pds.2021.548">10.1017/pds.2021.548</a>.'
  mla: 'Scholtysik, Michel, et al. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING
    POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.”
    <i>Proceedings of the Design Society</i>, vol. 1, 2021, pp. 2871–80, doi:<a href="https://doi.org/10.1017/pds.2021.548">10.1017/pds.2021.548</a>.'
  short: M. Scholtysik, J. Reinhold, C. Koldewey, R. Dumitrescu, Proceedings of the
    Design Society 1 (2021) 2871–2880.
conference:
  end_date: 2021-08-20
  location: Gothenburg, Sweden
  name: International Conference on Engineering Design (ICED21)
  start_date: 2021-08-16
date_created: 2021-10-28T09:09:57Z
date_updated: 2022-01-06T06:57:31Z
department:
- _id: '563'
doi: 10.1017/pds.2021.548
intvolume: '         1'
keyword:
- sustainability
language:
- iso: eng
page: 2871-2880
publication: Proceedings of the Design Society
publication_identifier:
  issn:
  - 2732-527X
publication_status: published
quality_controlled: '1'
status: public
title: 'SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING
  VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS'
type: journal_article
user_id: '43136'
volume: 1
year: '2021'
...
---
_id: '26998'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n               <jats:p>Smart Services
    sind das Resultat zweier Megatrends: Digitalisierung und Servitisierung. Diese
    digitalen Dienstleistungen erfordern innovative Geschäftsmodelle, deren Umsetzung
    jedoch häufig eine Anpassung historisch gewachsener Wertschöpfung produzierender
    Unternehmen voraussetzt. Wir liefern geeignete Geschäftsmodellmuster zur Entwicklung
    von Geschäftsmodellen für Smart Services und zeigen, wie produzierende Unternehmen
    darauf aufbauend die Transformation ihrer Wertschöpfung planen können.</jats:p>"
author:
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- 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: Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Smart Service-Transformation
    mit Geschäftsmodellmustern. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>.
    Published online 2021:337-341. doi:<a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>
  apa: Reinhold, J., Ködding, P., Scholtysik, M., Koldewey, C., &#38; Dumitrescu,
    R. (2021). Smart Service-Transformation mit Geschäftsmodellmustern. <i>Zeitschrift
    für wirtschaftlichen Fabrikbetrieb</i>, 337–341. <a href="https://doi.org/10.1515/zwf-2021-0069">https://doi.org/10.1515/zwf-2021-0069</a>
  bibtex: '@article{Reinhold_Ködding_Scholtysik_Koldewey_Dumitrescu_2021, title={Smart
    Service-Transformation mit Geschäftsmodellmustern}, DOI={<a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>},
    journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, author={Reinhold, Jannik
    and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and Dumitrescu,
    Roman}, year={2021}, pages={337–341} }'
  chicago: Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey,
    and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.”
    <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, 337–41. <a href="https://doi.org/10.1515/zwf-2021-0069">https://doi.org/10.1515/zwf-2021-0069</a>.
  ieee: 'J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart
    Service-Transformation mit Geschäftsmodellmustern,” <i>Zeitschrift für wirtschaftlichen
    Fabrikbetrieb</i>, pp. 337–341, 2021, doi: <a href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>.'
  mla: Reinhold, Jannik, et al. “Smart Service-Transformation mit Geschäftsmodellmustern.”
    <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, pp. 337–41, doi:<a
    href="https://doi.org/10.1515/zwf-2021-0069">10.1515/zwf-2021-0069</a>.
  short: J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, R. Dumitrescu, Zeitschrift
    für wirtschaftlichen Fabrikbetrieb (2021) 337–341.
date_created: 2021-10-29T08:29:00Z
date_updated: 2022-01-06T06:57:32Z
department:
- _id: '563'
doi: 10.1515/zwf-2021-0069
language:
- iso: ger
page: 337-341
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
  unknown:
  - 2511-0896
  - 0947-0085
publication_status: published
status: public
title: Smart Service-Transformation mit Geschäftsmodellmustern
type: journal_article
user_id: '33669'
year: '2021'
...
---
_id: '27045'
abstract:
- lang: eng
  text: 'Due to the lack of established real-world benchmark suites for static taint
    analyses of Android applications, evaluations of these analyses are often restricted
    and hard to compare. Even in evaluations that do use real-world apps, details
    about the ground truth in those apps are rarely documented, which makes it difficult
    to compare and reproduce the results. To push Android taint analysis research
    forward, this paper thus recommends criteria for constructing real-world benchmark
    suites for this specific domain, and presents TaintBench, the first real-world
    malware benchmark suite with documented taint flows. TaintBench benchmark apps
    include taint flows with complex structures, and addresses static challenges that
    are commonly agreed on by the community. Together with the TaintBench suite, we
    introduce the TaintBench framework, whose goal is to simplify real-world benchmarking
    of Android taint analyses. First, a usability test shows that the framework improves
    experts’ performance and perceived usability when documenting and inspecting taint
    flows. Second, experiments using TaintBench reveal new insights for the taint
    analysis tools Amandroid and FlowDroid: (i) They are less effective on real-world
    malware apps than on synthetic benchmark apps. (ii) Predefined lists of sources
    and sinks heavily impact the tools’ accuracy. (iii) Surprisingly, up-to-date versions
    of both tools are less accurate than their predecessors.'
author:
- first_name: Linghui
  full_name: Luo, Linghui
  last_name: Luo
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Goran
  full_name: Piskachev, Goran
  id: '41936'
  last_name: Piskachev
  orcid: 0000-0003-4424-5838
- first_name: Manuel
  full_name: Benz, Manuel
  last_name: Benz
- first_name: Ivan
  full_name: Pashchenko, Ivan
  last_name: Pashchenko
- first_name: Martin
  full_name: Mory, Martin
  id: '65667'
  last_name: Mory
  orcid: 0000-0001-5609-0031
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Fabio
  full_name: Massacci, Fabio
  last_name: Massacci
citation:
  ama: 'Luo L, Pauck F, Piskachev G, et al. TaintBench: Automatic real-world malware
    benchmarking of Android taint analyses. <i>Empirical Software Engineering</i>.
    Published online 2021. doi:<a href="https://doi.org/10.1007/s10664-021-10013-5">10.1007/s10664-021-10013-5</a>'
  apa: 'Luo, L., Pauck, F., Piskachev, G., Benz, M., Pashchenko, I., Mory, M., Bodden,
    E., Hermann, B., &#38; Massacci, F. (2021). TaintBench: Automatic real-world malware
    benchmarking of Android taint analyses. <i>Empirical Software Engineering</i>.
    <a href="https://doi.org/10.1007/s10664-021-10013-5">https://doi.org/10.1007/s10664-021-10013-5</a>'
  bibtex: '@article{Luo_Pauck_Piskachev_Benz_Pashchenko_Mory_Bodden_Hermann_Massacci_2021,
    title={TaintBench: Automatic real-world malware benchmarking of Android taint
    analyses}, DOI={<a href="https://doi.org/10.1007/s10664-021-10013-5">10.1007/s10664-021-10013-5</a>},
    journal={Empirical Software Engineering}, author={Luo, Linghui and Pauck, Felix
    and Piskachev, Goran and Benz, Manuel and Pashchenko, Ivan and Mory, Martin and
    Bodden, Eric and Hermann, Ben and Massacci, Fabio}, year={2021} }'
  chicago: 'Luo, Linghui, Felix Pauck, Goran Piskachev, Manuel Benz, Ivan Pashchenko,
    Martin Mory, Eric Bodden, Ben Hermann, and Fabio Massacci. “TaintBench: Automatic
    Real-World Malware Benchmarking of Android Taint Analyses.” <i>Empirical Software
    Engineering</i>, 2021. <a href="https://doi.org/10.1007/s10664-021-10013-5">https://doi.org/10.1007/s10664-021-10013-5</a>.'
  ieee: 'L. Luo <i>et al.</i>, “TaintBench: Automatic real-world malware benchmarking
    of Android taint analyses,” <i>Empirical Software Engineering</i>, 2021, doi:
    <a href="https://doi.org/10.1007/s10664-021-10013-5">10.1007/s10664-021-10013-5</a>.'
  mla: 'Luo, Linghui, et al. “TaintBench: Automatic Real-World Malware Benchmarking
    of Android Taint Analyses.” <i>Empirical Software Engineering</i>, 2021, doi:<a
    href="https://doi.org/10.1007/s10664-021-10013-5">10.1007/s10664-021-10013-5</a>.'
  short: L. Luo, F. Pauck, G. Piskachev, M. Benz, I. Pashchenko, M. Mory, E. Bodden,
    B. Hermann, F. Massacci, Empirical Software Engineering (2021).
date_created: 2021-11-02T05:13:49Z
date_updated: 2022-01-06T06:57:32Z
ddc:
- '000'
department:
- _id: '77'
- _id: '76'
doi: 10.1007/s10664-021-10013-5
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/content/pdf/10.1007/s10664-021-10013-5.pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: Empirical Software Engineering
publication_identifier:
  issn:
  - 1382-3256
  - 1573-7616
publication_status: published
status: public
title: 'TaintBench: Automatic real-world malware benchmarking of Android taint analyses'
type: journal_article
user_id: '15249'
year: '2021'
...
---
_id: '27049'
author:
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Michael
  full_name: Hillebrand, Michael
  id: '83856'
  last_name: Hillebrand
- first_name: Christian
  full_name: Tschirner, Christian
  last_name: Tschirner
citation:
  ama: 'Tissen D, Hillebrand M, Tschirner C. Von der Idee ins Modell – Virtualisierung
    von Workshopergebnissen im MBSE. In: <i>Tag des Systems Engineering 2021</i>.
    ; 2021.'
  apa: Tissen, D., Hillebrand, M., &#38; Tschirner, C. (2021). Von der Idee ins Modell
    – Virtualisierung von Workshopergebnissen im MBSE. <i>Tag des Systems Engineering
    2021</i>. Tag des Systems Engineering 2021, Online.
  bibtex: '@inproceedings{Tissen_Hillebrand_Tschirner_2021, title={Von der Idee ins
    Modell – Virtualisierung von Workshopergebnissen im MBSE}, booktitle={Tag des
    Systems Engineering 2021}, author={Tissen, Denis and Hillebrand, Michael and Tschirner,
    Christian}, year={2021} }'
  chicago: Tissen, Denis, Michael Hillebrand, and Christian Tschirner. “Von der Idee
    ins Modell – Virtualisierung von Workshopergebnissen im MBSE.” In <i>Tag des Systems
    Engineering 2021</i>, 2021.
  ieee: D. Tissen, M. Hillebrand, and C. Tschirner, “Von der Idee ins Modell – Virtualisierung
    von Workshopergebnissen im MBSE,” presented at the Tag des Systems Engineering
    2021, Online, 2021.
  mla: Tissen, Denis, et al. “Von der Idee ins Modell – Virtualisierung von Workshopergebnissen
    im MBSE.” <i>Tag des Systems Engineering 2021</i>, 2021.
  short: 'D. Tissen, M. Hillebrand, C. Tschirner, in: Tag des Systems Engineering
    2021, 2021.'
conference:
  end_date: 2021-11-12
  location: Online
  name: Tag des Systems Engineering 2021
  start_date: 2021-11-10
date_created: 2021-11-02T12:07:28Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
language:
- iso: ger
publication: Tag des Systems Engineering 2021
status: public
title: Von der Idee ins Modell – Virtualisierung von Workshopergebnissen im MBSE
type: conference
user_id: '44458'
year: '2021'
...
---
_id: '27053'
author:
- first_name: Leon
  full_name: Everling, Leon
  last_name: Everling
citation:
  ama: Everling L. <i>Selbststabilisierender Bakery Algorithmus Für Verteilte Systeme</i>.;
    2021.
  apa: Everling, L. (2021). <i>Selbststabilisierender Bakery Algorithmus für verteilte
    Systeme</i>.
  bibtex: '@book{Everling_2021, title={Selbststabilisierender Bakery Algorithmus für
    verteilte Systeme}, author={Everling, Leon}, year={2021} }'
  chicago: Everling, Leon. <i>Selbststabilisierender Bakery Algorithmus Für Verteilte
    Systeme</i>, 2021.
  ieee: L. Everling, <i>Selbststabilisierender Bakery Algorithmus für verteilte Systeme</i>.
    2021.
  mla: Everling, Leon. <i>Selbststabilisierender Bakery Algorithmus Für Verteilte
    Systeme</i>. 2021.
  short: L. Everling, Selbststabilisierender Bakery Algorithmus Für Verteilte Systeme,
    2021.
date_created: 2021-11-02T10:13:51Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
status: public
supervisor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
title: Selbststabilisierender Bakery Algorithmus für verteilte Systeme
type: bachelorsthesis
user_id: '15504'
year: '2021'
...
---
_id: '27055'
author:
- first_name: Benjamin
  full_name: Lagemann, Benjamin
  last_name: Lagemann
- first_name: Tobias
  full_name: Seidenberg, Tobias
  last_name: Seidenberg
- first_name: Christoph
  full_name: Jürgenhake, Christoph
  last_name: Jürgenhake
- first_name: Stein Ove
  full_name: Erikstad, Stein Ove
  last_name: Erikstad
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Lagemann B, Seidenberg T, Jürgenhake C, Erikstad SO, Dumitrescu R. System
    alternatives for modular, zero-emission high-speed ferries. In: <i>SNAME International
    Conference on Fast Sea Transportation</i>. ; 2021.'
  apa: Lagemann, B., Seidenberg, T., Jürgenhake, C., Erikstad, S. O., &#38; Dumitrescu,
    R. (2021). System alternatives for modular, zero-emission high-speed ferries.
    <i>SNAME International Conference on Fast Sea Transportation</i>. SNAME International
    Conference on Fast Sea Transportation,  Rhode Island, USA.
  bibtex: '@inproceedings{Lagemann_Seidenberg_Jürgenhake_Erikstad_Dumitrescu_2021,
    title={System alternatives for modular, zero-emission high-speed ferries}, booktitle={SNAME
    International Conference on Fast Sea Transportation}, author={Lagemann, Benjamin
    and Seidenberg, Tobias and Jürgenhake, Christoph and Erikstad, Stein Ove and Dumitrescu,
    Roman}, year={2021} }'
  chicago: Lagemann, Benjamin, Tobias Seidenberg, Christoph Jürgenhake, Stein Ove
    Erikstad, and Roman Dumitrescu. “System Alternatives for Modular, Zero-Emission
    High-Speed Ferries.” In <i>SNAME International Conference on Fast Sea Transportation</i>,
    2021.
  ieee: B. Lagemann, T. Seidenberg, C. Jürgenhake, S. O. Erikstad, and R. Dumitrescu,
    “System alternatives for modular, zero-emission high-speed ferries,” presented
    at the SNAME International Conference on Fast Sea Transportation,  Rhode Island,
    USA, 2021.
  mla: Lagemann, Benjamin, et al. “System Alternatives for Modular, Zero-Emission
    High-Speed Ferries.” <i>SNAME International Conference on Fast Sea Transportation</i>,
    2021.
  short: 'B. Lagemann, T. Seidenberg, C. Jürgenhake, S.O. Erikstad, R. Dumitrescu,
    in: SNAME International Conference on Fast Sea Transportation, 2021.'
conference:
  end_date: 2021-10-27
  location: ' Rhode Island, USA'
  name: SNAME International Conference on Fast Sea Transportation
  start_date: 2021-10-26
date_created: 2021-11-02T14:09:50Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
language:
- iso: eng
publication: SNAME International Conference on Fast Sea Transportation
publication_status: published
status: public
title: System alternatives for modular, zero-emission high-speed ferries
type: conference
user_id: '15782'
year: '2021'
...
---
_id: '27056'
author:
- first_name: Sergej
  full_name: Japs, Sergej
  last_name: Japs
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Lydia
  full_name: Kaiser, Lydia
  last_name: Kaiser
- first_name: Jörg
  full_name: Holtmann, Jörg
  last_name: Holtmann
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Frank
  full_name: Kargl, Frank
  last_name: Kargl
citation:
  ama: 'Japs S, Anacker H, Kaiser L, Holtmann J, Dumitrescu R, Kargl F. D-REQs: Determination
    of security &#38; safety requirements in workshops based on the use of model-based
    systems engineering. In: <i>Proceedings of the IEEE</i>. Vol 1. ; 2021:412-414.'
  apa: 'Japs, S., Anacker, H., Kaiser, L., Holtmann, J., Dumitrescu, R., &#38; Kargl,
    F. (2021). D-REQs: Determination of security &#38; safety requirements in workshops
    based on the use of model-based systems engineering. <i>Proceedings of the IEEE</i>,
    <i>1</i>, 412–414.'
  bibtex: '@inproceedings{Japs_Anacker_Kaiser_Holtmann_Dumitrescu_Kargl_2021, title={D-REQs:
    Determination of security &#38; safety requirements in workshops based on the
    use of model-based systems engineering}, volume={1}, booktitle={Proceedings of
    the IEEE}, author={Japs, Sergej and Anacker, Harald and Kaiser, Lydia and Holtmann,
    Jörg and Dumitrescu, Roman and Kargl, Frank}, year={2021}, pages={412–414} }'
  chicago: 'Japs, Sergej, Harald Anacker, Lydia Kaiser, Jörg Holtmann, Roman Dumitrescu,
    and Frank Kargl. “D-REQs: Determination of Security &#38; Safety Requirements
    in Workshops Based on the Use of Model-Based Systems Engineering.” In <i>Proceedings
    of the IEEE</i>, 1:412–14, 2021.'
  ieee: 'S. Japs, H. Anacker, L. Kaiser, J. Holtmann, R. Dumitrescu, and F. Kargl,
    “D-REQs: Determination of security &#38; safety requirements in workshops based
    on the use of model-based systems engineering,” in <i>Proceedings of the IEEE</i>,
    Notre Dame, IN, USA, 2021, vol. 1, pp. 412–414.'
  mla: 'Japs, Sergej, et al. “D-REQs: Determination of Security &#38; Safety Requirements
    in Workshops Based on the Use of Model-Based Systems Engineering.” <i>Proceedings
    of the IEEE</i>, vol. 1, 2021, pp. 412–14.'
  short: 'S. Japs, H. Anacker, L. Kaiser, J. Holtmann, R. Dumitrescu, F. Kargl, in:
    Proceedings of the IEEE, 2021, pp. 412–414.'
conference:
  end_date: 2021-09-24
  location: Notre Dame, IN, USA
  name: IEEE 29th International Requirements Engineering Conference Workshops (REW)
  start_date: 2021-09-20
date_created: 2021-11-02T14:28:26Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
intvolume: '         1'
language:
- iso: eng
page: 412-414
publication: Proceedings of the IEEE
publication_status: published
status: public
title: 'D-REQs: Determination of security & safety requirements in workshops based
  on the use of model-based systems engineering'
type: conference
user_id: '15782'
volume: 1
year: '2021'
...
---
_id: '27057'
author:
- first_name: Ubaidullah
  full_name: Mohammad, Ubaidullah
  last_name: Mohammad
- first_name: Cheng
  full_name: Low, Cheng
  last_name: Low
- first_name: Ramhuzaini Abd
  full_name: Rahman, Ramhuzaini Abd
  last_name: Rahman
- first_name: Muhammad Akmal
  full_name: Johar, Muhammad Akmal
  last_name: Johar
- first_name: Ching Theng
  full_name: Koh, Ching Theng
  last_name: Koh
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Martin
  full_name: Rabe, Martin
  last_name: Rabe
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: 'Susana '
  full_name: 'Kamaruddin, Susana '
  last_name: Kamaruddin
citation:
  ama: Mohammad U, Low C, Rahman RA, et al. Smart factory reference model for training
    on Industry 4.0. <i>Journal of Mechanical Engineering (JMechE) </i>. 2021;16(2):129-144.
    doi:<a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>
  apa: Mohammad, U., Low, C., Rahman, R. A., Johar, M. A., Koh, C. T., Dumitrescu,
    R., Rabe, M., Asmar, L., &#38; Kamaruddin, S. (2021). Smart factory reference
    model for training on Industry 4.0. <i>Journal of Mechanical Engineering (JMechE)
    </i>, <i>16</i>(2), 129–144. <a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>
  bibtex: '@article{Mohammad_Low_Rahman_Johar_Koh_Dumitrescu_Rabe_Asmar_Kamaruddin_2021,
    title={Smart factory reference model for training on Industry 4.0}, volume={16},
    DOI={<a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>},
    number={2}, journal={Journal of Mechanical Engineering (JMechE) }, author={Mohammad,
    Ubaidullah and Low, Cheng and Rahman, Ramhuzaini Abd and Johar, Muhammad Akmal
    and Koh, Ching Theng and Dumitrescu, Roman and Rabe, Martin and Asmar, Laban and
    Kamaruddin, Susana }, year={2021}, pages={129–144} }'
  chicago: 'Mohammad, Ubaidullah, Cheng Low, Ramhuzaini Abd Rahman, Muhammad Akmal
    Johar, Ching Theng Koh, Roman Dumitrescu, Martin Rabe, Laban Asmar, and Susana  Kamaruddin.
    “Smart Factory Reference Model for Training on Industry 4.0.” <i>Journal of Mechanical
    Engineering (JMechE) </i> 16, no. 2 (2021): 129–44. <a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>.'
  ieee: 'U. Mohammad <i>et al.</i>, “Smart factory reference model for training on
    Industry 4.0,” <i>Journal of Mechanical Engineering (JMechE) </i>, vol. 16, no.
    2, pp. 129–144, 2021, doi: <a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>.'
  mla: Mohammad, Ubaidullah, et al. “Smart Factory Reference Model for Training on
    Industry 4.0.” <i>Journal of Mechanical Engineering (JMechE) </i>, vol. 16, no.
    2, 2021, pp. 129–44, doi:<a href="https://doi.org/10.21491/jmeche.v16i2.15331">https://doi.org/10.21491/jmeche.v16i2.15331</a>.
  short: U. Mohammad, C. Low, R.A. Rahman, M.A. Johar, C.T. Koh, R. Dumitrescu, M.
    Rabe, L. Asmar, S. Kamaruddin, Journal of Mechanical Engineering (JMechE)  16
    (2021) 129–144.
date_created: 2021-11-02T14:35:03Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
doi: https://doi.org/10.21491/jmeche.v16i2.15331
intvolume: '        16'
issue: '2'
language:
- iso: eng
page: 129-144
publication: 'Journal of Mechanical Engineering (JMechE) '
publication_status: published
status: public
title: Smart factory reference model for training on Industry 4.0
type: journal_article
user_id: '15782'
volume: 16
year: '2021'
...
---
_id: '27072'
author:
- first_name: Vaibhav
  full_name: Adsul, Vaibhav
  last_name: Adsul
citation:
  ama: Adsul V. <i>Peer-to-Peer Matching for Distributed Systems</i>.; 2021.
  apa: Adsul, V. (2021). <i>Peer-to-Peer Matching for Distributed Systems</i>.
  bibtex: '@book{Adsul_2021, title={Peer-to-Peer Matching for Distributed Systems},
    author={Adsul, Vaibhav}, year={2021} }'
  chicago: Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>, 2021.
  ieee: V. Adsul, <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.
  mla: Adsul, Vaibhav. <i>Peer-to-Peer Matching for Distributed Systems</i>. 2021.
  short: V. Adsul, Peer-to-Peer Matching for Distributed Systems, 2021.
date_created: 2021-11-03T06:12:47Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '79'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
status: public
supervisor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
title: Peer-to-Peer Matching for Distributed Systems
type: mastersthesis
user_id: '15504'
year: '2021'
...
---
_id: '27081'
author:
- first_name: 'Jingye '
  full_name: 'Yee, Jingye '
  last_name: Yee
- first_name: Cheng Yee
  full_name: Low, Cheng Yee
  last_name: Low
- first_name: 'Natiara Mohamad '
  full_name: 'Hashim, Natiara Mohamad '
  last_name: Hashim
- first_name: 'Fazah Akhtar '
  full_name: 'Hanapiah, Fazah Akhtar '
  last_name: Hanapiah
- first_name: Wei Shien
  full_name: Soh, Wei Shien
  last_name: Soh
- first_name: 'Noor Ayuni Che '
  full_name: 'Zakaria, Noor Ayuni Che '
  last_name: Zakaria
- first_name: Mohammed Najeh
  full_name: Nemah, Mohammed Najeh
  last_name: Nemah
- first_name: 'Laban '
  full_name: 'Asmar, Laban '
  last_name: Asmar
- first_name: Martin
  full_name: Rabe, Martin
  last_name: Rabe
- 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: Yee J, Low CY, Hashim NM, et al. Data-Driven Model for Upper Limb Spasticity
    Detection. <i>International Journal of Integrated Engineering</i>. 2021;13(4):180-188.
    doi:<a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>
  apa: Yee, J., Low, C. Y., Hashim, N. M., Hanapiah, F. A., Soh, W. S., Zakaria, N.
    A. C., Nemah, M. N., Asmar, L., Rabe, M., von Enzberg, S., &#38; Dumitrescu, R.
    (2021). Data-Driven Model for Upper Limb Spasticity Detection. <i>International
    Journal of Integrated Engineering</i>, <i>13</i>(4), 180–188. <a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>
  bibtex: '@article{Yee_Low_Hashim_Hanapiah_Soh_Zakaria_Nemah_Asmar_Rabe_von Enzberg_et
    al._2021, title={Data-Driven Model for Upper Limb Spasticity Detection}, volume={13},
    DOI={<a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>},
    number={4}, journal={International Journal of Integrated Engineering}, author={Yee,
    Jingye  and Low, Cheng Yee and Hashim, Natiara Mohamad  and Hanapiah, Fazah Akhtar  and
    Soh, Wei Shien and Zakaria, Noor Ayuni Che  and Nemah, Mohammed Najeh and Asmar,
    Laban  and Rabe, Martin and von Enzberg, Sebastian and et al.}, year={2021}, pages={180–188}
    }'
  chicago: 'Yee, Jingye , Cheng Yee Low, Natiara Mohamad  Hashim, Fazah Akhtar  Hanapiah,
    Wei Shien Soh, Noor Ayuni Che  Zakaria, Mohammed Najeh Nemah, et al. “Data-Driven
    Model for Upper Limb Spasticity Detection.” <i>International Journal of Integrated
    Engineering</i> 13, no. 4 (2021): 180–88. <a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>.'
  ieee: 'J. Yee <i>et al.</i>, “Data-Driven Model for Upper Limb Spasticity Detection,”
    <i>International Journal of Integrated Engineering</i>, vol. 13, no. 4, pp. 180–188,
    2021, doi: <a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>.'
  mla: Yee, Jingye, et al. “Data-Driven Model for Upper Limb Spasticity Detection.”
    <i>International Journal of Integrated Engineering</i>, vol. 13, no. 4, 2021,
    pp. 180–88, doi:<a href="http://orcid.org/0000-0002-5355-7908">http://orcid.org/0000-0002-5355-7908</a>.
  short: J. Yee, C.Y. Low, N.M. Hashim, F.A. Hanapiah, W.S. Soh, N.A.C. Zakaria, M.N.
    Nemah, L. Asmar, M. Rabe, S. von Enzberg, R. Dumitrescu, International Journal
    of Integrated Engineering 13 (2021) 180–188.
date_created: 2021-11-03T08:37:04Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
doi: http://orcid.org/0000-0002-5355-7908
intvolume: '        13'
issue: '4'
language:
- iso: eng
page: 180-188
publication: International Journal of Integrated Engineering
publication_status: published
status: public
title: Data-Driven Model for Upper Limb Spasticity Detection
type: journal_article
user_id: '15782'
volume: 13
year: '2021'
...
---
_id: '27082'
author:
- first_name: Carsten
  full_name: Wiecher, Carsten
  last_name: Wiecher
- first_name: Carsten
  full_name: Wolff, Carsten
  last_name: Wolff
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Wiecher C, Wolff C, Anacker H, Dumitrescu R. Selecting Features for the Next
    Release in a System of Systems Context. <i>arXiv preprint</i>. 2021.
  apa: Wiecher, C., Wolff, C., Anacker, H., &#38; Dumitrescu, R. (2021). Selecting
    Features for the Next Release in a System of Systems Context. <i>ArXiv Preprint</i>.
  bibtex: '@article{Wiecher_Wolff_Anacker_Dumitrescu_2021, title={Selecting Features
    for the Next Release in a System of Systems Context}, journal={arXiv preprint},
    author={Wiecher, Carsten and Wolff, Carsten and Anacker, Harald and Dumitrescu,
    Roman}, year={2021} }'
  chicago: Wiecher, Carsten, Carsten Wolff, Harald Anacker, and Roman Dumitrescu.
    “Selecting Features for the Next Release in a System of Systems Context.” <i>ArXiv
    Preprint</i>, 2021.
  ieee: C. Wiecher, C. Wolff, H. Anacker, and R. Dumitrescu, “Selecting Features for
    the Next Release in a System of Systems Context,” <i>arXiv preprint</i>, 2021.
  mla: Wiecher, Carsten, et al. “Selecting Features for the Next Release in a System
    of Systems Context.” <i>ArXiv Preprint</i>, 2021.
  short: C. Wiecher, C. Wolff, H. Anacker, R. Dumitrescu, ArXiv Preprint (2021).
date_created: 2021-11-03T08:40:21Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
language:
- iso: eng
publication: arXiv preprint
publication_date: 2021-02-17
publication_status: published
status: public
title: Selecting Features for the Next Release in a System of Systems Context
type: newspaper_article
user_id: '15782'
year: '2021'
...
---
_id: '27085'
author:
- first_name: Daniela
  full_name: Hobscheidt, Daniela
  last_name: Hobscheidt
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Hobscheidt D, Kühn A, Dumitrescu R. Derivation of socio-technical solution
    patterns for industry 4.0 problem classes. In: <i>Procedia CIRP</i>. Vol 100.
    Elsevier; 2021:301-306.'
  apa: Hobscheidt, D., Kühn, A., &#38; Dumitrescu, R. (2021). Derivation of socio-technical
    solution patterns for industry 4.0 problem classes. <i>Procedia CIRP</i>, <i>100</i>,
    301–306.
  bibtex: '@inproceedings{Hobscheidt_Kühn_Dumitrescu_2021, title={Derivation of socio-technical
    solution patterns for industry 4.0 problem classes}, volume={100}, booktitle={Procedia
    CIRP}, publisher={Elsevier}, author={Hobscheidt, Daniela and Kühn, Arno and Dumitrescu,
    Roman}, year={2021}, pages={301–306} }'
  chicago: Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Derivation of Socio-Technical
    Solution Patterns for Industry 4.0 Problem Classes.” In <i>Procedia CIRP</i>,
    100:301–6. Elsevier, 2021.
  ieee: D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Derivation of socio-technical
    solution patterns for industry 4.0 problem classes,” in <i>Procedia CIRP</i>,
    2021, vol. 100, pp. 301–306.
  mla: Hobscheidt, Daniela, et al. “Derivation of Socio-Technical Solution Patterns
    for Industry 4.0 Problem Classes.” <i>Procedia CIRP</i>, vol. 100, Elsevier, 2021,
    pp. 301–06.
  short: 'D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021,
    pp. 301–306.'
date_created: 2021-11-03T08:50:55Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
intvolume: '       100'
language:
- iso: eng
page: 301-306
publication: Procedia CIRP
publication_status: published
publisher: Elsevier
status: public
title: Derivation of socio-technical solution patterns for industry 4.0 problem classes
type: conference
user_id: '15782'
volume: 100
year: '2021'
...
---
_id: '27086'
author:
- first_name: Nadine
  full_name: Niewöhner, Nadine
  last_name: Niewöhner
- first_name: Nadja
  full_name: Lang, Nadja
  last_name: Lang
- first_name: Laban
  full_name: Asmar, Laban
  last_name: Asmar
- first_name: Daniel
  full_name: Röltgen, Daniel
  last_name: Röltgen
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Niewöhner N, Lang N, Asmar L, Röltgen D, Kühn A, Dumitrescu R. Towards an
    ambidextrous innovation management maturity model. In: <i>Procedia CIRP</i>. Vol
    100. Elsevier; 2021:289-294.'
  apa: Niewöhner, N., Lang, N., Asmar, L., Röltgen, D., Kühn, A., &#38; Dumitrescu,
    R. (2021). Towards an ambidextrous innovation management maturity model. <i>Procedia
    CIRP</i>, <i>100</i>, 289–294.
  bibtex: '@inproceedings{Niewöhner_Lang_Asmar_Röltgen_Kühn_Dumitrescu_2021, title={Towards
    an ambidextrous innovation management maturity model}, volume={100}, booktitle={Procedia
    CIRP}, publisher={Elsevier}, author={Niewöhner, Nadine and Lang, Nadja and Asmar,
    Laban and Röltgen, Daniel and Kühn, Arno and Dumitrescu, Roman}, year={2021},
    pages={289–294} }'
  chicago: Niewöhner, Nadine, Nadja Lang, Laban Asmar, Daniel Röltgen, Arno Kühn,
    and Roman Dumitrescu. “Towards an Ambidextrous Innovation Management Maturity
    Model.” In <i>Procedia CIRP</i>, 100:289–94. Elsevier, 2021.
  ieee: N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards
    an ambidextrous innovation management maturity model,” in <i>Procedia CIRP</i>,
    2021, vol. 100, pp. 289–294.
  mla: Niewöhner, Nadine, et al. “Towards an Ambidextrous Innovation Management Maturity
    Model.” <i>Procedia CIRP</i>, vol. 100, Elsevier, 2021, pp. 289–94.
  short: 'N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, R. Dumitrescu, in:
    Procedia CIRP, Elsevier, 2021, pp. 289–294.'
date_created: 2021-11-03T08:54:34Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
intvolume: '       100'
language:
- iso: eng
page: 289-294
publication: Procedia CIRP
publication_status: published
publisher: Elsevier
status: public
title: Towards an ambidextrous innovation management maturity model
type: conference
user_id: '15782'
volume: 100
year: '2021'
...
---
_id: '27087'
author:
- first_name: Stefan
  full_name: Gabriel, Stefan
  last_name: Gabriel
- first_name: Nadine
  full_name: Niewöhner, Nadine
  last_name: Niewöhner
- 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: 'Gabriel S, Niewöhner N, Asmar L, Kühn A, Dumitrescu R. Integration of agile
    practices in the product development process of intelligent technical systems.
    In: <i>Procedia CIRP</i>. Vol 100. Elsevier; 2021:427-432.'
  apa: Gabriel, S., Niewöhner, N., Asmar, L., Kühn, A., &#38; Dumitrescu, R. (2021).
    Integration of agile practices in the product development process of intelligent
    technical systems. <i>Procedia CIRP</i>, <i>100</i>, 427–432.
  bibtex: '@inproceedings{Gabriel_Niewöhner_Asmar_Kühn_Dumitrescu_2021, title={Integration
    of agile practices in the product development process of intelligent technical
    systems}, volume={100}, booktitle={Procedia CIRP}, publisher={Elsevier}, author={Gabriel,
    Stefan and Niewöhner, Nadine and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman},
    year={2021}, pages={427–432} }'
  chicago: Gabriel, Stefan, Nadine Niewöhner, Laban Asmar, Arno Kühn, and Roman Dumitrescu.
    “Integration of Agile Practices in the Product Development Process of Intelligent
    Technical Systems.” In <i>Procedia CIRP</i>, 100:427–32. Elsevier, 2021.
  ieee: S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, and R. Dumitrescu, “Integration
    of agile practices in the product development process of intelligent technical
    systems,” in <i>Procedia CIRP</i>, 2021, vol. 100, pp. 427–432.
  mla: Gabriel, Stefan, et al. “Integration of Agile Practices in the Product Development
    Process of Intelligent Technical Systems.” <i>Procedia CIRP</i>, vol. 100, Elsevier,
    2021, pp. 427–32.
  short: 'S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, R. Dumitrescu, in: Procedia
    CIRP, Elsevier, 2021, pp. 427–432.'
date_created: 2021-11-03T09:40:59Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
- _id: '26'
intvolume: '       100'
language:
- iso: eng
page: 427-432
publication: Procedia CIRP
publication_status: published
publisher: Elsevier
status: public
title: Integration of agile practices in the product development process of intelligent
  technical systems
type: conference
user_id: '14931'
volume: 100
year: '2021'
...
---
_id: '27093'
author:
- first_name: Mark
  full_name: Henkenjohann, Mark
  last_name: Henkenjohann
- first_name: Robert
  full_name: Joppen, Robert
  last_name: Joppen
- first_name: Daniel
  full_name: Köchling, Daniel
  last_name: Köchling
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Henkenjohann M, Joppen R, Köchling D, von Enzberg S, Kühn A, Dumitrescu R.
    Identification and specification of standard modules in production for a material
    flow simulation. In: <i>Procedia CIRP</i>. Vol 99. Elsevier; 2021:21-26.'
  apa: Henkenjohann, M., Joppen, R., Köchling, D., von Enzberg, S., Kühn, A., &#38;
    Dumitrescu, R. (2021). Identification and specification of standard modules in
    production for a material flow simulation. <i>Procedia CIRP</i>, <i>99</i>, 21–26.
  bibtex: '@inproceedings{Henkenjohann_Joppen_Köchling_von Enzberg_Kühn_Dumitrescu_2021,
    title={Identification and specification of standard modules in production for
    a material flow simulation}, volume={99}, booktitle={Procedia CIRP}, publisher={Elsevier},
    author={Henkenjohann, Mark and Joppen, Robert and Köchling, Daniel and von Enzberg,
    Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2021}, pages={21–26} }'
  chicago: Henkenjohann, Mark, Robert Joppen, Daniel Köchling, Sebastian von Enzberg,
    Arno Kühn, and Roman Dumitrescu. “Identification and Specification of Standard
    Modules in Production for a Material Flow Simulation.” In <i>Procedia CIRP</i>,
    99:21–26. Elsevier, 2021.
  ieee: M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, and R. Dumitrescu,
    “Identification and specification of standard modules in production for a material
    flow simulation,” in <i>Procedia CIRP</i>, 2021, vol. 99, pp. 21–26.
  mla: Henkenjohann, Mark, et al. “Identification and Specification of Standard Modules
    in Production for a Material Flow Simulation.” <i>Procedia CIRP</i>, vol. 99,
    Elsevier, 2021, pp. 21–26.
  short: 'M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, R. Dumitrescu,
    in: Procedia CIRP, Elsevier, 2021, pp. 21–26.'
date_created: 2021-11-03T09:44:17Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
intvolume: '        99'
language:
- iso: eng
page: 21-26
publication: Procedia CIRP
publication_status: published
publisher: Elsevier
status: public
title: Identification and specification of standard modules in production for a material
  flow simulation
type: conference
user_id: '15782'
volume: 99
year: '2021'
...
---
_id: '27094'
author:
- first_name: Carsten
  full_name: Wiecher, Carsten
  last_name: Wiecher
- first_name: Joel
  full_name: Greenyer, Joel
  last_name: Greenyer
- first_name: Carsten
  full_name: Wolff, Carsten
  last_name: Wolff
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Wiecher C, Greenyer J, Wolff C, Anacker H, Dumitrescu R. Iterative and Scenario-Based
    Requirements Specification in a System of Systems Context. In: Dalpiaz F, Spoletini
    P, eds. <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>.
    Springer Nature Switzerland AG; 2021.'
  apa: 'Wiecher, C., Greenyer, J., Wolff, C., Anacker, H., &#38; Dumitrescu, R. (2021).
    Iterative and Scenario-Based Requirements Specification in a System of Systems
    Context. In F. Dalpiaz &#38; P. Spoletini (Eds.), <i>Requirements Engineering:
    Foundation for Software Quality, REFSQ 2021</i>. Springer Nature Switzerland AG.'
  bibtex: '@inproceedings{Wiecher_Greenyer_Wolff_Anacker_Dumitrescu_2021, place={
    Cham, Switzerland}, title={Iterative and Scenario-Based Requirements Specification
    in a System of Systems Context}, booktitle={Requirements Engineering: Foundation
    for Software Quality, REFSQ 2021}, publisher={Springer Nature Switzerland AG},
    author={Wiecher, Carsten and Greenyer, Joel and Wolff, Carsten and Anacker, Harald
    and Dumitrescu, Roman}, editor={Dalpiaz, Fabiano and Spoletini, Paola}, year={2021}
    }'
  chicago: 'Wiecher, Carsten, Joel Greenyer, Carsten Wolff, Harald Anacker, and Roman
    Dumitrescu. “Iterative and Scenario-Based Requirements Specification in a System
    of Systems Context.” In <i>Requirements Engineering: Foundation for Software Quality,
    REFSQ 2021</i>, edited by Fabiano Dalpiaz and Paola Spoletini.  Cham, Switzerland:
    Springer Nature Switzerland AG, 2021.'
  ieee: 'C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative
    and Scenario-Based Requirements Specification in a System of Systems Context,”
    in <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>,
    Essen, 2021.'
  mla: 'Wiecher, Carsten, et al. “Iterative and Scenario-Based Requirements Specification
    in a System of Systems Context.” <i>Requirements Engineering: Foundation for Software
    Quality, REFSQ 2021</i>, edited by Fabiano Dalpiaz and Paola Spoletini, Springer
    Nature Switzerland AG, 2021.'
  short: 'C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, R. Dumitrescu, in: F. Dalpiaz,
    P. Spoletini (Eds.), Requirements Engineering: Foundation for Software Quality,
    REFSQ 2021, Springer Nature Switzerland AG,  Cham, Switzerland, 2021.'
conference:
  end_date: 2021-04-15
  location: Essen
  name: 27th International Working Conference
  start_date: 2021-04-12
date_created: 2021-11-03T09:52:34Z
date_updated: 2022-01-06T06:57:33Z
department:
- _id: '563'
- _id: '26'
editor:
- first_name: Fabiano
  full_name: Dalpiaz, Fabiano
  last_name: Dalpiaz
- first_name: Paola
  full_name: Spoletini, Paola
  last_name: Spoletini
language:
- iso: eng
place: ' Cham, Switzerland'
publication: 'Requirements Engineering: Foundation for Software Quality, REFSQ 2021'
publication_status: published
publisher: Springer Nature Switzerland AG
status: public
title: Iterative and Scenario-Based Requirements Specification in a System of Systems
  Context
type: conference
user_id: '14931'
year: '2021'
...
---
_id: '27139'
author:
- first_name: Marc
  full_name: Foullois, Marc
  last_name: Foullois
- first_name: Anna-Lena
  full_name: Kato-Beiderwieden, Anna-Lena
  last_name: Kato-Beiderwieden
- first_name: Lisa
  full_name: Mlekus, Lisa
  last_name: Mlekus
- first_name: Günter W.
  full_name: Maier, Günter W.
  last_name: Maier
- first_name: Sascha
  full_name: Jenderny, Sascha
  last_name: Jenderny
- first_name: Carsten
  full_name: Röcker, Carsten
  last_name: Röcker
- first_name: Oliver
  full_name: Dietz, Oliver
  last_name: Dietz
- first_name: Matthias
  full_name: Pretzlaff, Matthias
  last_name: Pretzlaff
- first_name: Oliver
  full_name: Huxdorf, Oliver
  last_name: Huxdorf
- first_name: Friedrich
  full_name: von Dungern, Friedrich
  last_name: von Dungern
- first_name: Dieter
  full_name: Bräutigam, Dieter
  last_name: Bräutigam
- first_name: Lars
  full_name: Seifert, Lars
  last_name: Seifert
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Foullois M, Kato-Beiderwieden A-L, Mlekus L, et al. Arbeit 4.0 in der Produktentstehung
    mit IviPep. In: Bauer W, Mütze-Niewöhner S, Stowasser S, Zanker C, Müller N, eds.
    <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
    aus dem BMBF-Förderschwerpunkt</i>. Springer Vieweg, Berlin, Heidelberg; 2021:239-255.'
  apa: Foullois, M., Kato-Beiderwieden, A.-L., Mlekus, L., Maier, G. W., Jenderny,
    S., Röcker, C., Dietz, O., Pretzlaff, M., Huxdorf, O., von Dungern, F., Bräutigam,
    D., Seifert, L., &#38; Dumitrescu, R. (2021). Arbeit 4.0 in der Produktentstehung
    mit IviPep. In W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, &#38; N.
    Müller (Eds.), <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
    aus dem BMBF-Förderschwerpunkt</i> (pp. 239–255). Springer Vieweg, Berlin, Heidelberg.
  bibtex: '@inbook{Foullois_Kato-Beiderwieden_Mlekus_Maier_Jenderny_Röcker_Dietz_Pretzlaff_Huxdorf_von
    Dungern_et al._2021, title={Arbeit 4.0 in der Produktentstehung mit IviPep}, booktitle={Arbeit
    in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem
    BMBF-Förderschwerpunkt}, publisher={Springer Vieweg, Berlin, Heidelberg}, author={Foullois,
    Marc and Kato-Beiderwieden, Anna-Lena and Mlekus, Lisa and Maier, Günter W. and
    Jenderny, Sascha and Röcker, Carsten and Dietz, Oliver and Pretzlaff, Matthias
    and Huxdorf, Oliver and von Dungern, Friedrich and et al.}, editor={Bauer, Wilhelm
    and Mütze-Niewöhner, Susanne and Stowasser, Sascha and Zanker, Claus and Müller,
    Nadine}, year={2021}, pages={239–255} }'
  chicago: Foullois, Marc, Anna-Lena Kato-Beiderwieden, Lisa Mlekus, Günter W. Maier,
    Sascha Jenderny, Carsten Röcker, Oliver Dietz, et al. “Arbeit 4.0 in der Produktentstehung
    mit IviPep.” In <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
    aus dem BMBF-Förderschwerpunkt</i>, edited by Wilhelm Bauer, Susanne Mütze-Niewöhner,
    Sascha Stowasser, Claus Zanker, and Nadine Müller, 239–55. Springer Vieweg, Berlin,
    Heidelberg, 2021.
  ieee: M. Foullois <i>et al.</i>, “Arbeit 4.0 in der Produktentstehung mit IviPep,”
    in <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
    aus dem BMBF-Förderschwerpunkt</i>, W. Bauer, S. Mütze-Niewöhner, S. Stowasser,
    C. Zanker, and N. Müller, Eds. Springer Vieweg, Berlin, Heidelberg, 2021, pp.
    239–255.
  mla: Foullois, Marc, et al. “Arbeit 4.0 in der Produktentstehung mit IviPep.” <i>Arbeit
    in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem
    BMBF-Förderschwerpunkt</i>, edited by Wilhelm Bauer et al., Springer Vieweg, Berlin,
    Heidelberg, 2021, pp. 239–55.
  short: 'M. Foullois, A.-L. Kato-Beiderwieden, L. Mlekus, G.W. Maier, S. Jenderny,
    C. Röcker, O. Dietz, M. Pretzlaff, O. Huxdorf, F. von Dungern, D. Bräutigam, L.
    Seifert, R. Dumitrescu, in: W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker,
    N. Müller (Eds.), Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
    aus dem BMBF-Förderschwerpunkt, Springer Vieweg, Berlin, Heidelberg, 2021, pp.
    239–255.'
date_created: 2021-11-04T08:15:18Z
date_updated: 2022-01-06T06:57:35Z
department:
- _id: '563'
editor:
- first_name: Wilhelm
  full_name: Bauer, Wilhelm
  last_name: Bauer
- first_name: Susanne
  full_name: Mütze-Niewöhner, Susanne
  last_name: Mütze-Niewöhner
- first_name: Sascha
  full_name: Stowasser, Sascha
  last_name: Stowasser
- first_name: Claus
  full_name: Zanker, Claus
  last_name: Zanker
- first_name: Nadine
  full_name: Müller, Nadine
  last_name: Müller
language:
- iso: ger
page: 239-255
publication: Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen
  aus dem BMBF-Förderschwerpunkt
publication_status: published
publisher: Springer Vieweg, Berlin, Heidelberg
status: public
title: Arbeit 4.0 in der Produktentstehung mit IviPep
type: book_chapter
user_id: '15782'
year: '2021'
...
---
_id: '27140'
abstract:
- lang: eng
  text: 'Hardly any other area has as much disruptive potential as digital platforms
    in the course of digitalization. After serious changes have already taken place
    in the B2C sector with platforms such as Amazon and Airbnb, the B2B sector is
    on the threshold to the so-called platform economy. In mechanical engineering,
    pioneers like GE (PREDIX) and Claas (365FarmNet) are trying to get their hands
    on the act. This is hardly a promising option for small and medium-sized companies,
    as only a few large companies will survive. Small and medium-sized enterprises
    (SMEs) are already facing the threat of losing direct consumer contact and becoming
    exchangeable executers. In order to prevent this, it is important to anticipate
    at an early stage which strategic options exist for the future platform economy
    and which adjustments to the product program should already be initiated today.
    Basically, medium-sized companies in particular lack a strategy for an advantageous
    entry into the future platform economy. The paper presents different approaches
    to master the challenges of participating in the platform economy by using platform
    patterns. Platform patterns represent proven principles of already existing platforms.
    We show how we derived a catalogue with 37 identified platform patterns. The catalogue
    has a generic design and can be customized for a specific use case. The versatility
    of the catalogue is underlined by three possible applications: (1) platform ideation,
    (2) platform development, and (3) platform characterization.'
author:
- first_name: Marvin
  full_name: Drewel, Marvin
  last_name: Drewel
- first_name: Leon
  full_name: Özcan, Leon
  id: '45137'
  last_name: Özcan
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  id: '163'
  last_name: Gausemeier
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Drewel M, Özcan L, Gausemeier J, Dumitrescu R. Platform Patterns - Using Proven
    Principles to Develop Digital Platforms. In: Carayannis EG, ed. <i>Journal of
    the Knowledge Economy</i>. Vol Volume 12. Springer; 2021:519-543. doi:<a href="https://doi.org/10.1007/s13132-021-00772-3">10.1007/s13132-021-00772-3</a>'
  apa: 'Drewel, M., Özcan, L., Gausemeier, J., &#38; Dumitrescu, R. (2021). Platform
    Patterns - Using Proven Principles to Develop Digital Platforms. In E. G. Carayannis
    (Ed.), <i>Journal of the Knowledge Economy: Vol. Volume 12</i> (pp. 519–543).
    Springer. <a href="https://doi.org/10.1007/s13132-021-00772-3">https://doi.org/10.1007/s13132-021-00772-3</a>'
  bibtex: '@inproceedings{Drewel_Özcan_Gausemeier_Dumitrescu_2021, title={Platform
    Patterns - Using Proven Principles to Develop Digital Platforms}, volume={Volume
    12}, DOI={<a href="https://doi.org/10.1007/s13132-021-00772-3">10.1007/s13132-021-00772-3</a>},
    booktitle={Journal of the Knowledge Economy}, publisher={Springer}, author={Drewel,
    Marvin and Özcan, Leon and Gausemeier, Jürgen and Dumitrescu, Roman}, editor={Carayannis,
    Elias G. }, year={2021}, pages={519–543} }'
  chicago: Drewel, Marvin, Leon Özcan, Jürgen Gausemeier, and Roman Dumitrescu. “Platform
    Patterns - Using Proven Principles to Develop Digital Platforms.” In <i>Journal
    of the Knowledge Economy</i>, edited by Elias G.  Carayannis, Volume 12:519–43.
    Springer, 2021. <a href="https://doi.org/10.1007/s13132-021-00772-3">https://doi.org/10.1007/s13132-021-00772-3</a>.
  ieee: 'M. Drewel, L. Özcan, J. Gausemeier, and R. Dumitrescu, “Platform Patterns
    - Using Proven Principles to Develop Digital Platforms,” in <i>Journal of the
    Knowledge Economy</i>, 2021, vol. Volume 12, pp. 519–543, doi: <a href="https://doi.org/10.1007/s13132-021-00772-3">10.1007/s13132-021-00772-3</a>.'
  mla: Drewel, Marvin, et al. “Platform Patterns - Using Proven Principles to Develop
    Digital Platforms.” <i>Journal of the Knowledge Economy</i>, edited by Elias G.  Carayannis,
    vol. Volume 12, Springer, 2021, pp. 519–43, doi:<a href="https://doi.org/10.1007/s13132-021-00772-3">10.1007/s13132-021-00772-3</a>.
  short: 'M. Drewel, L. Özcan, J. Gausemeier, R. Dumitrescu, in: E.G. Carayannis (Ed.),
    Journal of the Knowledge Economy, Springer, 2021, pp. 519–543.'
date_created: 2021-11-04T08:17:35Z
date_updated: 2022-01-06T06:57:35Z
department:
- _id: '563'
doi: 10.1007/s13132-021-00772-3
editor:
- first_name: 'Elias G. '
  full_name: 'Carayannis, Elias G. '
  last_name: Carayannis
keyword:
- Digitalization
- Digital platforms
- Platform economy
- Multisided markets
- B2B platforms
language:
- iso: eng
page: 519-543
publication: Journal of the Knowledge Economy
publication_status: published
publisher: Springer
status: public
title: Platform Patterns - Using Proven Principles to Develop Digital Platforms
type: conference
user_id: '15782'
volume: Volume 12
year: '2021'
...
