---
_id: '57935'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>This paper examines how legally restricted
    access to banking services affects small and medium-sized enterprises (SMEs) in
    a highly developed country. Using a mixed-method approach, we examine the unique
    situation of the US marijuana industry. The industry benefits from the superior
    institutional environment in terms of legal protection and the labor market of
    the United States. However, due to conflicting state and federal laws it has no
    legal access to banking. We find significant value effects around three major
    events that affected future access to banking. These results indicate that banking
    access remains desirable for the marijuana industry. A survey taken by marijuana
    SMEs provides insights into what banking services are considered most valuable.
    We find that marijuana SMEs have problems to obtain financing and handle their
    transactions largely in cash, resulting in transaction inefficiency and high security
    concerns. Thereby, we shed light on the value of banks for SMEs in developed countries.
    We complement the literature on financial transaction services by highlighting
    the value for SMEs in developed markets.</jats:p>
author:
- first_name: Markus
  full_name: Merz, Markus
  last_name: Merz
- first_name: Jan
  full_name: Riepe, Jan
  id: '86351'
  last_name: Riepe
citation:
  ama: 'Merz M, Riepe J. SMEs with legally restricted banking access: evidence from
    the US marijuana industry. <i>Journal of Business Economics</i>. 2021;91(6):797-849.
    doi:<a href="https://doi.org/10.1007/s11573-020-01017-6">10.1007/s11573-020-01017-6</a>'
  apa: 'Merz, M., &#38; Riepe, J. (2021). SMEs with legally restricted banking access:
    evidence from the US marijuana industry. <i>Journal of Business Economics</i>,
    <i>91</i>(6), 797–849. <a href="https://doi.org/10.1007/s11573-020-01017-6">https://doi.org/10.1007/s11573-020-01017-6</a>'
  bibtex: '@article{Merz_Riepe_2021, title={SMEs with legally restricted banking access:
    evidence from the US marijuana industry}, volume={91}, DOI={<a href="https://doi.org/10.1007/s11573-020-01017-6">10.1007/s11573-020-01017-6</a>},
    number={6}, journal={Journal of Business Economics}, publisher={Springer Science
    and Business Media LLC}, author={Merz, Markus and Riepe, Jan}, year={2021}, pages={797–849}
    }'
  chicago: 'Merz, Markus, and Jan Riepe. “SMEs with Legally Restricted Banking Access:
    Evidence from the US Marijuana Industry.” <i>Journal of Business Economics</i>
    91, no. 6 (2021): 797–849. <a href="https://doi.org/10.1007/s11573-020-01017-6">https://doi.org/10.1007/s11573-020-01017-6</a>.'
  ieee: 'M. Merz and J. Riepe, “SMEs with legally restricted banking access: evidence
    from the US marijuana industry,” <i>Journal of Business Economics</i>, vol. 91,
    no. 6, pp. 797–849, 2021, doi: <a href="https://doi.org/10.1007/s11573-020-01017-6">10.1007/s11573-020-01017-6</a>.'
  mla: 'Merz, Markus, and Jan Riepe. “SMEs with Legally Restricted Banking Access:
    Evidence from the US Marijuana Industry.” <i>Journal of Business Economics</i>,
    vol. 91, no. 6, Springer Science and Business Media LLC, 2021, pp. 797–849, doi:<a
    href="https://doi.org/10.1007/s11573-020-01017-6">10.1007/s11573-020-01017-6</a>.'
  short: M. Merz, J. Riepe, Journal of Business Economics 91 (2021) 797–849.
date_created: 2025-01-06T08:27:26Z
date_updated: 2025-01-06T08:27:33Z
doi: 10.1007/s11573-020-01017-6
intvolume: '        91'
issue: '6'
language:
- iso: eng
page: 797-849
publication: Journal of Business Economics
publication_identifier:
  issn:
  - 0044-2372
  - 1861-8928
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'SMEs with legally restricted banking access: evidence from the US marijuana
  industry'
type: journal_article
user_id: '91345'
volume: 91
year: '2021'
...
---
_id: '29205'
abstract:
- lang: eng
  text: We present the optical generation of a 300 Gbaud PRBS-7 data signal based
    on time-division multiplexing of Nyquist sinc-pulse sequences. The employed electronic
    and photonic components need only one-third of the final bandwidth.
author:
- first_name: Karanveer
  full_name: Singh, Karanveer
  last_name: Singh
- first_name: Janosch
  full_name: Meier, Janosch
  last_name: Meier
- first_name: Stefan
  full_name: Preussler, Stefan
  last_name: Preussler
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
  orcid: 0000-0002-4403-2237
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: https://orcid.org/0000-0002-5950-6618
- first_name: Thomas
  full_name: Schneider, Thomas
  last_name: Schneider
citation:
  ama: 'Singh K, Meier J, Preussler S, Kress C, Scheytt JC, Schneider T. Optical PRBS
    Generation with Threefold Bandwidth of the Employed Electronics and Photonics.
    In: <i>OSA Advanced Photonics Congress 2021</i>. Optical Society of America; 2021:SpTu4D.6.
    doi:<a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>'
  apa: Singh, K., Meier, J., Preussler, S., Kress, C., Scheytt, J. C., &#38; Schneider,
    T. (2021). Optical PRBS Generation with Threefold Bandwidth of the Employed Electronics
    and Photonics. <i>OSA Advanced Photonics Congress 2021</i>, SpTu4D.6. <a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>
  bibtex: '@inproceedings{Singh_Meier_Preussler_Kress_Scheytt_Schneider_2021, title={Optical
    PRBS Generation with Threefold Bandwidth of the Employed Electronics and Photonics},
    DOI={<a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>},
    booktitle={OSA Advanced Photonics Congress 2021}, publisher={Optical Society of
    America}, author={Singh, Karanveer and Meier, Janosch and Preussler, Stefan and
    Kress, Christian and Scheytt, J. Christoph and Schneider, Thomas}, year={2021},
    pages={SpTu4D.6} }'
  chicago: Singh, Karanveer, Janosch Meier, Stefan Preussler, Christian Kress, J.
    Christoph Scheytt, and Thomas Schneider. “Optical PRBS Generation with Threefold
    Bandwidth of the Employed Electronics and Photonics.” In <i>OSA Advanced Photonics
    Congress 2021</i>, SpTu4D.6. Optical Society of America, 2021. <a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>.
  ieee: 'K. Singh, J. Meier, S. Preussler, C. Kress, J. C. Scheytt, and T. Schneider,
    “Optical PRBS Generation with Threefold Bandwidth of the Employed Electronics
    and Photonics,” in <i>OSA Advanced Photonics Congress 2021</i>, Washington, DC
    United States, 2021, p. SpTu4D.6, doi: <a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>.'
  mla: Singh, Karanveer, et al. “Optical PRBS Generation with Threefold Bandwidth
    of the Employed Electronics and Photonics.” <i>OSA Advanced Photonics Congress
    2021</i>, Optical Society of America, 2021, p. SpTu4D.6, doi:<a href="https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6">https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6</a>.
  short: 'K. Singh, J. Meier, S. Preussler, C. Kress, J.C. Scheytt, T. Schneider,
    in: OSA Advanced Photonics Congress 2021, Optical Society of America, 2021, p.
    SpTu4D.6.'
conference:
  end_date: 29.07.2021
  location: Washington, DC United States
  start_date: 26.07.2021
date_created: 2022-01-10T12:21:33Z
date_updated: 2025-07-02T12:17:51Z
department:
- _id: '58'
- _id: '230'
doi: https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6
language:
- iso: eng
page: SpTu4D.6
project:
- _id: '302'
  grant_number: '403154102'
  name: 'PONyDAC: SPP 2111 - PONyDAC II - Präziser Optischer Nyquist-Puls-Synthesizer
    DAC'
publication: OSA Advanced Photonics Congress 2021
publication_identifier:
  isbn:
  - 978-1-943580-94-1
publisher: Optical Society of America
related_material:
  link:
  - relation: confirmation
    url: https://doi.org/10.1364/SPPCOM.2021.SpTu4D.6
status: public
title: Optical PRBS Generation with Threefold Bandwidth of the Employed Electronics
  and Photonics
type: conference
user_id: '13256'
year: '2021'
...
---
_id: '42247'
author:
- first_name: Marius
  full_name: Hülsmann, Marius
  last_name: Hülsmann
- first_name: Kirsten
  full_name: Reinecke, Kirsten
  id: '140'
  last_name: Reinecke
- first_name: Thorsten
  full_name: Barthel, Thorsten
  last_name: Barthel
- first_name: Claus
  full_name: Reinsberger, Claus
  id: '48978'
  last_name: Reinsberger
citation:
  ama: 'Hülsmann M, Reinecke K, Barthel T, Reinsberger C. Musculoskeletal Injuries
    In CrossFit®: A Systematic Review and Meta-Analysis of Injury Rates and Locations.
    <i>Deutsche Zeitschrift für Sportmedizin</i>. 2021;72(7):351-358. doi:<a href="https://doi.org/10.5960/dzsm.2021.504">10.5960/dzsm.2021.504</a>'
  apa: 'Hülsmann, M., Reinecke, K., Barthel, T., &#38; Reinsberger, C. (2021). Musculoskeletal
    Injuries In CrossFit®: A Systematic Review and Meta-Analysis of Injury Rates and
    Locations. <i>Deutsche Zeitschrift Für Sportmedizin</i>, <i>72</i>(7), 351–358.
    <a href="https://doi.org/10.5960/dzsm.2021.504">https://doi.org/10.5960/dzsm.2021.504</a>'
  bibtex: '@article{Hülsmann_Reinecke_Barthel_Reinsberger_2021, title={Musculoskeletal
    Injuries In CrossFit®: A Systematic Review and Meta-Analysis of Injury Rates and
    Locations}, volume={72}, DOI={<a href="https://doi.org/10.5960/dzsm.2021.504">10.5960/dzsm.2021.504</a>},
    number={7}, journal={Deutsche Zeitschrift für Sportmedizin}, author={Hülsmann,
    Marius and Reinecke, Kirsten and Barthel, Thorsten and Reinsberger, Claus}, year={2021},
    pages={351–358} }'
  chicago: 'Hülsmann, Marius, Kirsten Reinecke, Thorsten Barthel, and Claus Reinsberger.
    “Musculoskeletal Injuries In CrossFit®: A Systematic Review and Meta-Analysis
    of Injury Rates and Locations.” <i>Deutsche Zeitschrift Für Sportmedizin</i> 72,
    no. 7 (2021): 351–58. <a href="https://doi.org/10.5960/dzsm.2021.504">https://doi.org/10.5960/dzsm.2021.504</a>.'
  ieee: 'M. Hülsmann, K. Reinecke, T. Barthel, and C. Reinsberger, “Musculoskeletal
    Injuries In CrossFit®: A Systematic Review and Meta-Analysis of Injury Rates and
    Locations,” <i>Deutsche Zeitschrift für Sportmedizin</i>, vol. 72, no. 7, pp.
    351–358, 2021, doi: <a href="https://doi.org/10.5960/dzsm.2021.504">10.5960/dzsm.2021.504</a>.'
  mla: 'Hülsmann, Marius, et al. “Musculoskeletal Injuries In CrossFit®: A Systematic
    Review and Meta-Analysis of Injury Rates and Locations.” <i>Deutsche Zeitschrift
    Für Sportmedizin</i>, vol. 72, no. 7, 2021, pp. 351–58, doi:<a href="https://doi.org/10.5960/dzsm.2021.504">10.5960/dzsm.2021.504</a>.'
  short: M. Hülsmann, K. Reinecke, T. Barthel, C. Reinsberger, Deutsche Zeitschrift
    Für Sportmedizin 72 (2021) 351–358.
date_created: 2023-02-21T08:50:33Z
date_updated: 2025-07-22T14:12:28Z
department:
- _id: '17'
- _id: '176'
doi: 10.5960/dzsm.2021.504
intvolume: '        72'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.germanjournalsportsmedicine.com/archive/archive-2021/issue-7/musculoskeletal-injuries-in-crossfitr-a-systematic-review-and-meta-analysis-of-injury-rates-and-locations/
oa: '1'
page: 351-358
publication: Deutsche Zeitschrift für Sportmedizin
publication_status: published
status: public
title: 'Musculoskeletal Injuries In CrossFit®: A Systematic Review and Meta-Analysis
  of Injury Rates and Locations'
type: journal_article
user_id: '140'
volume: 72
year: '2021'
...
---
_id: '51381'
author:
- first_name: Mohammed
  full_name: Abdelrahem, Mohammed
  id: '95179'
  last_name: Abdelrahem
  orcid: 0000-0002-0545-9799
- first_name: 'Ali '
  full_name: 'Abdallah, Ali '
  last_name: Abdallah
- first_name: 'Antonella '
  full_name: 'Pasqualone, Antonella '
  last_name: Pasqualone
citation:
  ama: 'Abdelrahem M, Abdallah A, Pasqualone A. The multiplicity of halal standards:
    a case study of application to slaughterhouses. <i> Journal of Ethnic Foods</i>.
    2021;8:7. doi:<a href="https://doi.org/10.1186/s42779-021-00084-6">10.1186/s42779-021-00084-6</a>'
  apa: 'Abdelrahem, M., Abdallah, A., &#38; Pasqualone, A. (2021). The multiplicity
    of halal standards: a case study of application to slaughterhouses. <i> Journal
    of Ethnic Foods</i>, <i>8:7</i>. <a href="https://doi.org/10.1186/s42779-021-00084-6">https://doi.org/10.1186/s42779-021-00084-6</a>'
  bibtex: '@article{Abdelrahem_Abdallah_Pasqualone_2021, title={The multiplicity of
    halal standards: a case study of application to slaughterhouses}, volume={8:7},
    DOI={<a href="https://doi.org/10.1186/s42779-021-00084-6">10.1186/s42779-021-00084-6</a>},
    journal={ Journal of Ethnic Foods}, author={Abdelrahem, Mohammed and Abdallah,
    Ali  and Pasqualone, Antonella }, year={2021} }'
  chicago: 'Abdelrahem, Mohammed, Ali  Abdallah, and Antonella  Pasqualone. “The Multiplicity
    of Halal Standards: A Case Study of Application to Slaughterhouses.” <i> Journal
    of Ethnic Foods</i> 8:7 (2021). <a href="https://doi.org/10.1186/s42779-021-00084-6">https://doi.org/10.1186/s42779-021-00084-6</a>.'
  ieee: 'M. Abdelrahem, A. Abdallah, and A. Pasqualone, “The multiplicity of halal
    standards: a case study of application to slaughterhouses,” <i> Journal of Ethnic
    Foods</i>, vol. 8:7, 2021, doi: <a href="https://doi.org/10.1186/s42779-021-00084-6">10.1186/s42779-021-00084-6</a>.'
  mla: 'Abdelrahem, Mohammed, et al. “The Multiplicity of Halal Standards: A Case
    Study of Application to Slaughterhouses.” <i> Journal of Ethnic Foods</i>, vol.
    8:7, 2021, doi:<a href="https://doi.org/10.1186/s42779-021-00084-6">10.1186/s42779-021-00084-6</a>.'
  short: M. Abdelrahem, A. Abdallah, A. Pasqualone,  Journal of Ethnic Foods 8:7 (2021).
date_created: 2024-02-19T00:49:03Z
date_updated: 2026-05-09T00:14:58Z
department:
- _id: '469'
doi: 10.1186/s42779-021-00084-6
keyword:
- halal standards
- halal food
- slaughterhouses
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://journalofethnicfoods.biomedcentral.com/articles/10.1186/s42779-021-00084-6
oa: '1'
publication: ' Journal of Ethnic Foods'
publication_status: published
quality_controlled: '1'
status: public
title: 'The multiplicity of halal standards: a case study of application to slaughterhouses'
type: journal_article
user_id: '95179'
volume: 8:7
year: '2021'
...
---
_id: '30755'
abstract:
- lang: ger
  text: "Der Beitrag berichtet Befunde zum schulischen Wohlbefinden und zur Wirkung
    ausge-\r\nwählter Maßnahmen im Zuge der COVID-19-Pandemie aus einer Fragebogenerhebung\r\nvom
    September 2020, im Anschluss an den ersten Lockdown. Teilnehmende waren 296\r\nSchülerinnen
    und Schüler der Jahrgangsstufen 6 bis 10 an der inklusiven Laborschule Bie-\r\nlefeld,
    einer staatlichen Versuchsschule. 45 (15,2%) der Schülerinnen und Schüler wiesen\r\neinen
    sonderpädagogischen Unterstützungsbedarf (SPF) auf. Obschon viele Elemente des\r\nWohlbefindens
    in beiden Gruppen günstig ausgeprägt sind, finden sich für mehrere Aspek-\r\nte
    bedeutsame und signifikante Unterschiede zuungunsten der Schülerinnen und Schüler\r\nmit
    sonderpädagogischem Unterstützungsbedarf. Diese zeigen sich von pandemiebezoge-\r\nnen
    Maßnahmen stärker betroffen, aber haben die Schule etwas weniger vermisst."
article_type: original
author:
- first_name: Janka
  full_name: Goldan, Janka
  last_name: Goldan
- first_name: Harry
  full_name: Kullmann, Harry
  id: '77972'
  last_name: Kullmann
  orcid: 0000-0001-5488-5105
- first_name: Dominik
  full_name: Zentarra, Dominik
  last_name: Zentarra
- first_name: Sabine
  full_name: Geist, Sabine
  last_name: Geist
- first_name: Birgit
  full_name: Lütje-Klose, Birgit
  last_name: Lütje-Klose
citation:
  ama: Goldan J, Kullmann H, Zentarra D, Geist S, Lütje-Klose B. Schulisches Wohlbefinden
    von Schülerinnen und Schülern mit und ohne sonderpädagogischen Unterstützungsbedarf
    während der COVID-19-Pandemie. Erste Befunde aus dem Projekt WILS-Co an der Laborschule
    Bielefeld. <i>{Zeitschrift für Heilpädagogik}</i>. 2021;72(12):640–651.
  apa: Goldan, J., Kullmann, H., Zentarra, D., Geist, S., &#38; Lütje-Klose, B. (2021).
    Schulisches Wohlbefinden von Schülerinnen und Schülern mit und ohne sonderpädagogischen
    Unterstützungsbedarf während der COVID-19-Pandemie. Erste Befunde aus dem Projekt
    WILS-Co an der Laborschule Bielefeld. <i>{Zeitschrift für Heilpädagogik}</i>,
    <i>72</i>(12), 640–651.
  bibtex: '@article{Goldan_Kullmann_Zentarra_Geist_Lütje-Klose_2021, title={Schulisches
    Wohlbefinden von Schülerinnen und Schülern mit und ohne sonderpädagogischen Unterstützungsbedarf
    während der COVID-19-Pandemie. Erste Befunde aus dem Projekt WILS-Co an der Laborschule
    Bielefeld}, volume={72}, number={12}, journal={{Zeitschrift für Heilpädagogik}},
    author={Goldan, Janka and Kullmann, Harry and Zentarra, Dominik and Geist, Sabine
    and Lütje-Klose, Birgit}, year={2021}, pages={640–651} }'
  chicago: 'Goldan, Janka, Harry Kullmann, Dominik Zentarra, Sabine Geist, and Birgit
    Lütje-Klose. “Schulisches Wohlbefinden von Schülerinnen und Schülern mit und ohne
    sonderpädagogischen Unterstützungsbedarf während der COVID-19-Pandemie. Erste
    Befunde aus dem Projekt WILS-Co an der Laborschule Bielefeld.” <i>{Zeitschrift
    für Heilpädagogik}</i> 72, no. 12 (2021): 640–651.'
  ieee: J. Goldan, H. Kullmann, D. Zentarra, S. Geist, and B. Lütje-Klose, “Schulisches
    Wohlbefinden von Schülerinnen und Schülern mit und ohne sonderpädagogischen Unterstützungsbedarf
    während der COVID-19-Pandemie. Erste Befunde aus dem Projekt WILS-Co an der Laborschule
    Bielefeld,” <i>{Zeitschrift für Heilpädagogik}</i>, vol. 72, no. 12, pp. 640–651,
    2021.
  mla: Goldan, Janka, et al. “Schulisches Wohlbefinden von Schülerinnen und Schülern
    mit und ohne sonderpädagogischen Unterstützungsbedarf während der COVID-19-Pandemie.
    Erste Befunde aus dem Projekt WILS-Co an der Laborschule Bielefeld.” <i>{Zeitschrift
    für Heilpädagogik}</i>, vol. 72, no. 12, 2021, pp. 640–651.
  short: J. Goldan, H. Kullmann, D. Zentarra, S. Geist, B. Lütje-Klose, {Zeitschrift
    für Heilpädagogik} 72 (2021) 640–651.
date_created: 2022-04-05T10:11:07Z
date_updated: 2026-08-16T13:54:40Z
department:
- _id: '556'
intvolume: '        72'
issue: '12'
jel:
- I24
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.researchgate.net/publication/356797864_Schulisches_Wohlbefinden_von_Schulerinnen_und_Schulern_mit_und_ohne_sonderpadagogischen_Unterstutzungsbedarf_wahrend_der_COVID-19-Pandemie_-_Erste_Befunde_aus_dem_Projekt_WILS-Co_an_der_Laborschule_Bi
oa: '1'
page: 640–651
publication: '{Zeitschrift für Heilpädagogik}'
publication_status: published
status: public
title: Schulisches Wohlbefinden von Schülerinnen und Schülern mit und ohne sonderpädagogischen
  Unterstützungsbedarf während der COVID-19-Pandemie. Erste Befunde aus dem Projekt
  WILS-Co an der Laborschule Bielefeld
type: journal_article
user_id: '105186'
volume: 72
year: '2021'
...
---
_id: '66216'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>The predictive performance of a
    machine learning model highly depends on the corresponding hyper-parameter setting.
    Hence, hyper-parameter tuning is often indispensable. Normally such tuning requires
    the dedicated machine learning model to be trained and evaluated on centralized
    data to obtain a performance estimate. However, in a distributed machine learning
    scenario, it is not always possible to collect all the data from all nodes due
    to privacy concerns or storage limitations. Moreover, if data has to be transferred
    through low bandwidth connections it reduces the time available for tuning. Model-Based
    Optimization (MBO) is one state-of-the-art method for tuning hyper-parameters
    but the application on distributed machine learning models or federated learning
    lacks research. This work proposes a framework<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>that
    allows to deploy MBO on resource-constrained distributed embedded systems. Each
    node trains an individual model based on its local data. The goal is to optimize
    the combined prediction accuracy. The presented framework offers two optimization
    modes: (1)<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>-B
    considers the whole ensemble as a single black box and optimizes the hyper-parameters
    of each individual model jointly, and (2)<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>-I
    considers all models as clones of the same black box which allows it to efficiently
    parallelize the optimization in a distributed setting. We evaluate<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>by
    conducting experiments on the optimization for the hyper-parameters of a random
    forest and a multi-layer perceptron. The experimental results demonstrate that,
    with an improvement in terms of mean accuracy (<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>-B),
    run-time efficiency (<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>-I),
    and statistical stability for both modes,<jats:inline-formula><jats:alternatives><jats:tex-math>$$\textit{MODES}$$</jats:tex-math><mml:math
    xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>MODES</mml:mi></mml:math></jats:alternatives></jats:inline-formula>outperforms
    the baseline, i.e., carry out tuning with MBO on each node individually with its
    local sub-data set.</jats:p>'
author:
- first_name: Junjie
  full_name: Shi, Junjie
  last_name: Shi
- first_name: Jiang
  full_name: Bian, Jiang
  last_name: Bian
- first_name: Jakob
  full_name: Richter, Jakob
  last_name: Richter
- first_name: Kuan-Hsun
  full_name: Chen, Kuan-Hsun
  last_name: Chen
- first_name: Jörg
  full_name: Rahnenführer, Jörg
  last_name: Rahnenführer
- first_name: Haoyi
  full_name: Xiong, Haoyi
  last_name: Xiong
- first_name: Jian-Jia
  full_name: Chen, Jian-Jia
  last_name: Chen
citation:
  ama: 'Shi J, Bian J, Richter J, et al. MODES: model-based optimization on distributed
    embedded systems. <i>Machine Learning</i>. 2021;110(6):1527-1547. doi:<a href="https://doi.org/10.1007/s10994-021-06014-6">10.1007/s10994-021-06014-6</a>'
  apa: 'Shi, J., Bian, J., Richter, J., Chen, K.-H., Rahnenführer, J., Xiong, H.,
    &#38; Chen, J.-J. (2021). MODES: model-based optimization on distributed embedded
    systems. <i>Machine Learning</i>, <i>110</i>(6), 1527–1547. <a href="https://doi.org/10.1007/s10994-021-06014-6">https://doi.org/10.1007/s10994-021-06014-6</a>'
  bibtex: '@article{Shi_Bian_Richter_Chen_Rahnenführer_Xiong_Chen_2021, title={MODES:
    model-based optimization on distributed embedded systems}, volume={110}, DOI={<a
    href="https://doi.org/10.1007/s10994-021-06014-6">10.1007/s10994-021-06014-6</a>},
    number={6}, journal={Machine Learning}, publisher={Springer Science and Business
    Media LLC}, author={Shi, Junjie and Bian, Jiang and Richter, Jakob and Chen, Kuan-Hsun
    and Rahnenführer, Jörg and Xiong, Haoyi and Chen, Jian-Jia}, year={2021}, pages={1527–1547}
    }'
  chicago: 'Shi, Junjie, Jiang Bian, Jakob Richter, Kuan-Hsun Chen, Jörg Rahnenführer,
    Haoyi Xiong, and Jian-Jia Chen. “MODES: Model-Based Optimization on Distributed
    Embedded Systems.” <i>Machine Learning</i> 110, no. 6 (2021): 1527–47. <a href="https://doi.org/10.1007/s10994-021-06014-6">https://doi.org/10.1007/s10994-021-06014-6</a>.'
  ieee: 'J. Shi <i>et al.</i>, “MODES: model-based optimization on distributed embedded
    systems,” <i>Machine Learning</i>, vol. 110, no. 6, pp. 1527–1547, 2021, doi:
    <a href="https://doi.org/10.1007/s10994-021-06014-6">10.1007/s10994-021-06014-6</a>.'
  mla: 'Shi, Junjie, et al. “MODES: Model-Based Optimization on Distributed Embedded
    Systems.” <i>Machine Learning</i>, vol. 110, no. 6, Springer Science and Business
    Media LLC, 2021, pp. 1527–47, doi:<a href="https://doi.org/10.1007/s10994-021-06014-6">10.1007/s10994-021-06014-6</a>.'
  short: J. Shi, J. Bian, J. Richter, K.-H. Chen, J. Rahnenführer, H. Xiong, J.-J.
    Chen, Machine Learning 110 (2021) 1527–1547.
date_created: 2026-07-03T21:20:17Z
date_updated: 2026-07-05T14:46:07Z
doi: 10.1007/s10994-021-06014-6
intvolume: '       110'
issue: '6'
language:
- iso: eng
page: 1527-1547
publication: Machine Learning
publication_identifier:
  issn:
  - 0885-6125
  - 1573-0565
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'MODES: model-based optimization on distributed embedded systems'
type: journal_article
user_id: '128464'
volume: 110
year: '2021'
...
---
_id: '25328'
author:
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Geraldo
  full_name: de Souza, Geraldo
  last_name: de Souza
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Röder M, de Souza G, Ngonga Ngomo A-C. Squirrel - Crawling RDF Knowledge Graphs
    on the Web. In: Z. Pan J, A. M. Tamma V, d’Amato C, et al., eds. <i>The Semantic
    Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece,
    November 2-6, 2020, Proceedings, Part {II}</i>. Vol 12507. Lecture Notes in Computer
    Science. Springer; 2020:34-47. doi:<a href="https://doi.org/10.1007/978-3-030-62466-8\_3">10.1007/978-3-030-62466-8\_3</a>'
  apa: Röder, M., de Souza, G., &#38; Ngonga Ngomo, A.-C. (2020). Squirrel - Crawling
    RDF Knowledge Graphs on the Web. In J. Z. Pan, V. A. M. Tamma, C. d’Amato, K.
    Janowicz, B. Fu, A. Polleres, O. Seneviratne, &#38; L. Kagal (Eds.), <i>The Semantic
    Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece,
    November 2-6, 2020, Proceedings, Part {II}</i> (Vol. 12507, pp. 34–47). Springer.
    <a href="https://doi.org/10.1007/978-3-030-62466-8\_3">https://doi.org/10.1007/978-3-030-62466-8\_3</a>
  bibtex: '@inproceedings{Röder_de Souza_Ngonga Ngomo_2020, series={Lecture Notes
    in Computer Science}, title={Squirrel - Crawling RDF Knowledge Graphs on the Web},
    volume={12507}, DOI={<a href="https://doi.org/10.1007/978-3-030-62466-8\_3">10.1007/978-3-030-62466-8\_3</a>},
    booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {II}}, publisher={Springer},
    author={Röder, Michael and de Souza, Geraldo and Ngonga Ngomo, Axel-Cyrille},
    editor={Z. Pan, Jeff and A. M. Tamma, Valentina and d’Amato, Claudia and Janowicz,
    Krzysztof and Fu, Bo and Polleres, Axel and Seneviratne, Oshani and Kagal, Lalana},
    year={2020}, pages={34–47}, collection={Lecture Notes in Computer Science} }'
  chicago: Röder, Michael, Geraldo de Souza, and Axel-Cyrille Ngonga Ngomo. “Squirrel
    - Crawling RDF Knowledge Graphs on the Web.” In <i>The Semantic Web - {ISWC} 2020
    - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020,
    Proceedings, Part {II}</i>, edited by Jeff Z. Pan, Valentina A. M. Tamma, Claudia
    d’Amato, Krzysztof Janowicz, Bo Fu, Axel Polleres, Oshani Seneviratne, and Lalana
    Kagal, 12507:34–47. Lecture Notes in Computer Science. Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-62466-8\_3">https://doi.org/10.1007/978-3-030-62466-8\_3</a>.
  ieee: 'M. Röder, G. de Souza, and A.-C. Ngonga Ngomo, “Squirrel - Crawling RDF Knowledge
    Graphs on the Web,” in <i>The Semantic Web - {ISWC} 2020 - 19th International
    Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part
    {II}</i>, 2020, vol. 12507, pp. 34–47, doi: <a href="https://doi.org/10.1007/978-3-030-62466-8\_3">10.1007/978-3-030-62466-8\_3</a>.'
  mla: Röder, Michael, et al. “Squirrel - Crawling RDF Knowledge Graphs on the Web.”
    <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {II}</i>, edited by Jeff
    Z. Pan et al., vol. 12507, Springer, 2020, pp. 34–47, doi:<a href="https://doi.org/10.1007/978-3-030-62466-8\_3">10.1007/978-3-030-62466-8\_3</a>.
  short: 'M. Röder, G. de Souza, A.-C. Ngonga Ngomo, in: J. Z. Pan, V. A. M. Tamma,
    C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne, L. Kagal (Eds.),
    The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens,
    Greece, November 2-6, 2020, Proceedings, Part {II}, Springer, 2020, pp. 34–47.'
date_created: 2021-10-04T18:50:30Z
date_updated: 2022-01-06T06:57:00Z
doi: 10.1007/978-3-030-62466-8\_3
editor:
- first_name: Jeff
  full_name: Z. Pan, Jeff
  last_name: Z. Pan
- first_name: Valentina
  full_name: A. M. Tamma, Valentina
  last_name: A. M. Tamma
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Krzysztof
  full_name: Janowicz, Krzysztof
  last_name: Janowicz
- first_name: Bo
  full_name: Fu, Bo
  last_name: Fu
- first_name: Axel
  full_name: Polleres, Axel
  last_name: Polleres
- first_name: Oshani
  full_name: Seneviratne, Oshani
  last_name: Seneviratne
- first_name: Lalana
  full_name: Kagal, Lalana
  last_name: Kagal
intvolume: '     12507'
language:
- iso: eng
page: 34-47
publication: The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
  Athens, Greece, November 2-6, 2020, Proceedings, Part {II}
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Squirrel - Crawling RDF Knowledge Graphs on the Web
type: conference
user_id: '15526'
volume: 12507
year: '2020'
...
---
_id: '25341'
author:
- first_name: Alexander
  full_name: Bigerl, Alexander
  id: '72857'
  last_name: Bigerl
- first_name: Felix
  full_name: Conrads, Felix
  last_name: Conrads
- first_name: Charlotte
  full_name: Behning, Charlotte
  last_name: Behning
- first_name: Mohamed
  full_name: Ahmed Sherif, Mohamed
  last_name: Ahmed Sherif
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Bigerl A, Conrads F, Behning C, Ahmed Sherif M, Saleem M, Ngonga Ngomo A-C.
    Tentris - A Tensor-Based Triple Store. In: Z. Pan J, A. M. Tamma V, d’Amato C,
    et al., eds. <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web
    Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>. Vol
    12506. Lecture Notes in Computer Science. Springer; 2020:56-73. doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_4">10.1007/978-3-030-62419-4\_4</a>'
  apa: Bigerl, A., Conrads, F., Behning, C., Ahmed Sherif, M., Saleem, M., &#38; Ngonga
    Ngomo, A.-C. (2020). Tentris - A Tensor-Based Triple Store. In J. Z. Pan, V. A.
    M. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne, &#38; L.
    Kagal (Eds.), <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic
    Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>
    (Vol. 12506, pp. 56–73). Springer. <a href="https://doi.org/10.1007/978-3-030-62419-4\_4">https://doi.org/10.1007/978-3-030-62419-4\_4</a>
  bibtex: '@inproceedings{Bigerl_Conrads_Behning_Ahmed Sherif_Saleem_Ngonga Ngomo_2020,
    series={Lecture Notes in Computer Science}, title={Tentris - A Tensor-Based Triple
    Store}, volume={12506}, DOI={<a href="https://doi.org/10.1007/978-3-030-62419-4\_4">10.1007/978-3-030-62419-4\_4</a>},
    booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}}, publisher={Springer},
    author={Bigerl, Alexander and Conrads, Felix and Behning, Charlotte and Ahmed
    Sherif, Mohamed and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, editor={Z.
    Pan, Jeff and A. M. Tamma, Valentina and d’Amato, Claudia and Janowicz, Krzysztof
    and Fu, Bo and Polleres, Axel and Seneviratne, Oshani and Kagal, Lalana}, year={2020},
    pages={56–73}, collection={Lecture Notes in Computer Science} }'
  chicago: Bigerl, Alexander, Felix Conrads, Charlotte Behning, Mohamed Ahmed Sherif,
    Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “Tentris - A Tensor-Based Triple
    Store.” In <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web
    Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>, edited
    by Jeff Z. Pan, Valentina A. M. Tamma, Claudia d’Amato, Krzysztof Janowicz, Bo
    Fu, Axel Polleres, Oshani Seneviratne, and Lalana Kagal, 12506:56–73. Lecture
    Notes in Computer Science. Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-62419-4\_4">https://doi.org/10.1007/978-3-030-62419-4\_4</a>.
  ieee: 'A. Bigerl, F. Conrads, C. Behning, M. Ahmed Sherif, M. Saleem, and A.-C.
    Ngonga Ngomo, “Tentris - A Tensor-Based Triple Store,” in <i>The Semantic Web
    - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November
    2-6, 2020, Proceedings, Part {I}</i>, 2020, vol. 12506, pp. 56–73, doi: <a href="https://doi.org/10.1007/978-3-030-62419-4\_4">10.1007/978-3-030-62419-4\_4</a>.'
  mla: Bigerl, Alexander, et al. “Tentris - A Tensor-Based Triple Store.” <i>The Semantic
    Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece,
    November 2-6, 2020, Proceedings, Part {I}</i>, edited by Jeff Z. Pan et al., vol.
    12506, Springer, 2020, pp. 56–73, doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_4">10.1007/978-3-030-62419-4\_4</a>.
  short: 'A. Bigerl, F. Conrads, C. Behning, M. Ahmed Sherif, M. Saleem, A.-C. Ngonga
    Ngomo, in: J. Z. Pan, V. A. M. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres,
    O. Seneviratne, L. Kagal (Eds.), The Semantic Web - {ISWC} 2020 - 19th International
    Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part
    {I}, Springer, 2020, pp. 56–73.'
date_created: 2021-10-04T20:33:00Z
date_updated: 2022-01-06T06:57:01Z
doi: 10.1007/978-3-030-62419-4\_4
editor:
- first_name: Jeff
  full_name: Z. Pan, Jeff
  last_name: Z. Pan
- first_name: Valentina
  full_name: A. M. Tamma, Valentina
  last_name: A. M. Tamma
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Krzysztof
  full_name: Janowicz, Krzysztof
  last_name: Janowicz
- first_name: Bo
  full_name: Fu, Bo
  last_name: Fu
- first_name: Axel
  full_name: Polleres, Axel
  last_name: Polleres
- first_name: Oshani
  full_name: Seneviratne, Oshani
  last_name: Seneviratne
- first_name: Lalana
  full_name: Kagal, Lalana
  last_name: Kagal
intvolume: '     12506'
language:
- iso: eng
page: 56-73
publication: The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
  Athens, Greece, November 2-6, 2020, Proceedings, Part {I}
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Tentris - A Tensor-Based Triple Store
type: conference
user_id: '15526'
volume: 12506
year: '2020'
...
---
_id: '25343'
author:
- first_name: Diego
  full_name: Moussallem, Diego
  last_name: Moussallem
- first_name: Dwaraknath
  full_name: Gnaneshwar, Dwaraknath
  last_name: Gnaneshwar
- first_name: Thiago
  full_name: Castro Ferreira, Thiago
  last_name: Castro Ferreira
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Moussallem D, Gnaneshwar D, Castro Ferreira T, Ngonga Ngomo A-C. NABU - Multilingual
    Graph-Based Neural RDF Verbalizer. In: Z. Pan J, A. M. Tamma V, d’Amato C, et
    al., eds. <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web
    Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>. Vol
    12506. Lecture Notes in Computer Science. Springer; 2020:420-437. doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_24">10.1007/978-3-030-62419-4\_24</a>'
  apa: Moussallem, D., Gnaneshwar, D., Castro Ferreira, T., &#38; Ngonga Ngomo, A.-C.
    (2020). NABU - Multilingual Graph-Based Neural RDF Verbalizer. In J. Z. Pan, V.
    A. M. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne, &#38;
    L. Kagal (Eds.), <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic
    Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>
    (Vol. 12506, pp. 420–437). Springer. <a href="https://doi.org/10.1007/978-3-030-62419-4\_24">https://doi.org/10.1007/978-3-030-62419-4\_24</a>
  bibtex: '@inproceedings{Moussallem_Gnaneshwar_Castro Ferreira_Ngonga Ngomo_2020,
    series={Lecture Notes in Computer Science}, title={NABU - Multilingual Graph-Based
    Neural RDF Verbalizer}, volume={12506}, DOI={<a href="https://doi.org/10.1007/978-3-030-62419-4\_24">10.1007/978-3-030-62419-4\_24</a>},
    booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}}, publisher={Springer},
    author={Moussallem, Diego and Gnaneshwar, Dwaraknath and Castro Ferreira, Thiago
    and Ngonga Ngomo, Axel-Cyrille}, editor={Z. Pan, Jeff and A. M. Tamma, Valentina
    and d’Amato, Claudia and Janowicz, Krzysztof and Fu, Bo and Polleres, Axel and
    Seneviratne, Oshani and Kagal, Lalana}, year={2020}, pages={420–437}, collection={Lecture
    Notes in Computer Science} }'
  chicago: Moussallem, Diego, Dwaraknath Gnaneshwar, Thiago Castro Ferreira, and Axel-Cyrille
    Ngonga Ngomo. “NABU - Multilingual Graph-Based Neural RDF Verbalizer.” In <i>The
    Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens,
    Greece, November 2-6, 2020, Proceedings, Part {I}</i>, edited by Jeff Z. Pan,
    Valentina A. M. Tamma, Claudia d’Amato, Krzysztof Janowicz, Bo Fu, Axel Polleres,
    Oshani Seneviratne, and Lalana Kagal, 12506:420–37. Lecture Notes in Computer
    Science. Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-62419-4\_24">https://doi.org/10.1007/978-3-030-62419-4\_24</a>.
  ieee: 'D. Moussallem, D. Gnaneshwar, T. Castro Ferreira, and A.-C. Ngonga Ngomo,
    “NABU - Multilingual Graph-Based Neural RDF Verbalizer,” in <i>The Semantic Web
    - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November
    2-6, 2020, Proceedings, Part {I}</i>, 2020, vol. 12506, pp. 420–437, doi: <a href="https://doi.org/10.1007/978-3-030-62419-4\_24">10.1007/978-3-030-62419-4\_24</a>.'
  mla: Moussallem, Diego, et al. “NABU - Multilingual Graph-Based Neural RDF Verbalizer.”
    <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>, edited by Jeff
    Z. Pan et al., vol. 12506, Springer, 2020, pp. 420–37, doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_24">10.1007/978-3-030-62419-4\_24</a>.
  short: 'D. Moussallem, D. Gnaneshwar, T. Castro Ferreira, A.-C. Ngonga Ngomo, in:
    J. Z. Pan, V. A. M. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne,
    L. Kagal (Eds.), The Semantic Web - {ISWC} 2020 - 19th International Semantic
    Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}, Springer,
    2020, pp. 420–437.'
date_created: 2021-10-04T20:37:05Z
date_updated: 2022-01-06T06:57:01Z
doi: 10.1007/978-3-030-62419-4\_24
editor:
- first_name: Jeff
  full_name: Z. Pan, Jeff
  last_name: Z. Pan
- first_name: Valentina
  full_name: A. M. Tamma, Valentina
  last_name: A. M. Tamma
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Krzysztof
  full_name: Janowicz, Krzysztof
  last_name: Janowicz
- first_name: Bo
  full_name: Fu, Bo
  last_name: Fu
- first_name: Axel
  full_name: Polleres, Axel
  last_name: Polleres
- first_name: Oshani
  full_name: Seneviratne, Oshani
  last_name: Seneviratne
- first_name: Lalana
  full_name: Kagal, Lalana
  last_name: Kagal
intvolume: '     12506'
language:
- iso: eng
page: 420-437
publication: The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
  Athens, Greece, November 2-6, 2020, Proceedings, Part {I}
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: NABU - Multilingual Graph-Based Neural RDF Verbalizer
type: conference
user_id: '15526'
volume: 12506
year: '2020'
...
---
_id: '25344'
author:
- first_name: Xinyue
  full_name: Zhang, Xinyue
  last_name: Zhang
- first_name: Meng
  full_name: Wang, Meng
  last_name: Wang
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Guilin
  full_name: Qi, Guilin
  last_name: Qi
- first_name: Haofen
  full_name: Wang, Haofen
  last_name: Wang
citation:
  ama: 'Zhang X, Wang M, Saleem M, Ngonga Ngomo A-C, Qi G, Wang H. Revealing Secrets
    in SPARQL Session Level. In: Z. Pan J, A. M. Tamma V, d’Amato C, et al., eds.
    <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i>. Vol 12506. Lecture
    Notes in Computer Science. Springer; 2020:672-690. doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_38">10.1007/978-3-030-62419-4\_38</a>'
  apa: Zhang, X., Wang, M., Saleem, M., Ngonga Ngomo, A.-C., Qi, G., &#38; Wang, H.
    (2020). Revealing Secrets in SPARQL Session Level. In J. Z. Pan, V. A. M. Tamma,
    C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne, &#38; L. Kagal (Eds.),
    <i>The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}</i> (Vol. 12506, pp.
    672–690). Springer. <a href="https://doi.org/10.1007/978-3-030-62419-4\_38">https://doi.org/10.1007/978-3-030-62419-4\_38</a>
  bibtex: '@inproceedings{Zhang_Wang_Saleem_Ngonga Ngomo_Qi_Wang_2020, series={Lecture
    Notes in Computer Science}, title={Revealing Secrets in SPARQL Session Level},
    volume={12506}, DOI={<a href="https://doi.org/10.1007/978-3-030-62419-4\_38">10.1007/978-3-030-62419-4\_38</a>},
    booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
    Athens, Greece, November 2-6, 2020, Proceedings, Part {I}}, publisher={Springer},
    author={Zhang, Xinyue and Wang, Meng and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille
    and Qi, Guilin and Wang, Haofen}, editor={Z. Pan, Jeff and A. M. Tamma, Valentina
    and d’Amato, Claudia and Janowicz, Krzysztof and Fu, Bo and Polleres, Axel and
    Seneviratne, Oshani and Kagal, Lalana}, year={2020}, pages={672–690}, collection={Lecture
    Notes in Computer Science} }'
  chicago: Zhang, Xinyue, Meng Wang, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Guilin
    Qi, and Haofen Wang. “Revealing Secrets in SPARQL Session Level.” In <i>The Semantic
    Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece,
    November 2-6, 2020, Proceedings, Part {I}</i>, edited by Jeff Z. Pan, Valentina
    A. M. Tamma, Claudia d’Amato, Krzysztof Janowicz, Bo Fu, Axel Polleres, Oshani
    Seneviratne, and Lalana Kagal, 12506:672–90. Lecture Notes in Computer Science.
    Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-62419-4\_38">https://doi.org/10.1007/978-3-030-62419-4\_38</a>.
  ieee: 'X. Zhang, M. Wang, M. Saleem, A.-C. Ngonga Ngomo, G. Qi, and H. Wang, “Revealing
    Secrets in SPARQL Session Level,” in <i>The Semantic Web - {ISWC} 2020 - 19th
    International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings,
    Part {I}</i>, 2020, vol. 12506, pp. 672–690, doi: <a href="https://doi.org/10.1007/978-3-030-62419-4\_38">10.1007/978-3-030-62419-4\_38</a>.'
  mla: Zhang, Xinyue, et al. “Revealing Secrets in SPARQL Session Level.” <i>The Semantic
    Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece,
    November 2-6, 2020, Proceedings, Part {I}</i>, edited by Jeff Z. Pan et al., vol.
    12506, Springer, 2020, pp. 672–90, doi:<a href="https://doi.org/10.1007/978-3-030-62419-4\_38">10.1007/978-3-030-62419-4\_38</a>.
  short: 'X. Zhang, M. Wang, M. Saleem, A.-C. Ngonga Ngomo, G. Qi, H. Wang, in: J.
    Z. Pan, V. A. M. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne,
    L. Kagal (Eds.), The Semantic Web - {ISWC} 2020 - 19th International Semantic
    Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}, Springer,
    2020, pp. 672–690.'
date_created: 2021-10-04T20:38:06Z
date_updated: 2022-01-06T06:57:01Z
doi: 10.1007/978-3-030-62419-4\_38
editor:
- first_name: Jeff
  full_name: Z. Pan, Jeff
  last_name: Z. Pan
- first_name: Valentina
  full_name: A. M. Tamma, Valentina
  last_name: A. M. Tamma
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Krzysztof
  full_name: Janowicz, Krzysztof
  last_name: Janowicz
- first_name: Bo
  full_name: Fu, Bo
  last_name: Fu
- first_name: Axel
  full_name: Polleres, Axel
  last_name: Polleres
- first_name: Oshani
  full_name: Seneviratne, Oshani
  last_name: Seneviratne
- first_name: Lalana
  full_name: Kagal, Lalana
  last_name: Kagal
intvolume: '     12506'
language:
- iso: eng
page: 672-690
publication: The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference,
  Athens, Greece, November 2-6, 2020, Proceedings, Part {I}
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Revealing Secrets in SPARQL Session Level
type: conference
user_id: '15526'
volume: 12506
year: '2020'
...
---
_id: '19467'
citation:
  ama: 'Seng E-M, Göttmann F, eds. <i>Reflexe der immateriellen und materiellen Kultur
    (bislang 6 Bände, Herausgebertätigkeit Reihe)</i>. Berlin: Walter de Gruyter;
    2020.'
  apa: 'Seng, E.-M., &#38; Göttmann, F. (Eds.). (2020). <i>Reflexe der immateriellen
    und materiellen Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe)</i>. Berlin:
    Walter de Gruyter.'
  bibtex: '@book{Seng_Göttmann_2020, place={Berlin}, title={Reflexe der immateriellen
    und materiellen Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe)}, publisher={Walter
    de Gruyter}, year={2020} }'
  chicago: 'Seng, Eva- Maria, and Frank Göttmann, eds. <i>Reflexe der immateriellen
    und materiellen Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe)</i>. Berlin:
    Walter de Gruyter, 2020.'
  ieee: 'E.-M. Seng and F. Göttmann, Eds., <i>Reflexe der immateriellen und materiellen
    Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe)</i>. Berlin: Walter de Gruyter,
    2020.'
  mla: Seng, Eva-Maria, and Frank Göttmann, editors. <i>Reflexe der immateriellen
    und materiellen Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe)</i>. Walter
    de Gruyter, 2020.
  short: E.-M. Seng, F. Göttmann, eds., Reflexe der immateriellen und materiellen
    Kultur (bislang 6 Bände, Herausgebertätigkeit Reihe), Walter de Gruyter, Berlin,
    2020.
date_created: 2020-09-16T11:39:57Z
date_updated: 2022-01-06T06:54:05Z
department:
- _id: '443'
editor:
- first_name: Eva- Maria
  full_name: Seng, Eva- Maria
  id: '499'
  last_name: Seng
- first_name: Frank
  full_name: Göttmann, Frank
  last_name: Göttmann
language:
- iso: ger
place: Berlin
publisher: Walter de Gruyter
status: public
title: Reflexe der immateriellen und materiellen Kultur (bislang 6 Bände, Herausgebertätigkeit
  Reihe)
type: book_editor
user_id: '14932'
year: '2020'
...
---
_id: '19470'
citation:
  ama: 'Freitag W, Gorissen S, Schilp T, Seng E-M, Westphal S, eds. <i>Westfalen in
    der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen Landesgeschichte
    (bislang 32 Bände, Herausgebertätigkeit Reihe)</i>. Münster: Aschendorff; 2020.'
  apa: 'Freitag, W., Gorissen, S., Schilp, T., Seng, E.-M., &#38; Westphal, S. (Eds.).
    (2020). <i>Westfalen in der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen
    Landesgeschichte (bislang 32 Bände, Herausgebertätigkeit Reihe)</i>. Münster:
    Aschendorff.'
  bibtex: '@book{Freitag_Gorissen_Schilp_Seng_Westphal_2020, place={Münster}, title={Westfalen
    in der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen Landesgeschichte
    (bislang 32 Bände, Herausgebertätigkeit Reihe)}, publisher={Aschendorff}, year={2020}
    }'
  chicago: 'Freitag, Werner, Stefan Gorissen, Thomas Schilp, Eva- Maria Seng, and
    Siegrid Westphal, eds. <i>Westfalen in der Vormoderne. Studien zur mittelalterlichen
    und frühneuzeitlichen Landesgeschichte (bislang 32 Bände, Herausgebertätigkeit
    Reihe)</i>. Münster: Aschendorff, 2020.'
  ieee: 'W. Freitag, S. Gorissen, T. Schilp, E.-M. Seng, and S. Westphal, Eds., <i>Westfalen
    in der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen Landesgeschichte
    (bislang 32 Bände, Herausgebertätigkeit Reihe)</i>. Münster: Aschendorff, 2020.'
  mla: Freitag, Werner, et al., editors. <i>Westfalen in der Vormoderne. Studien zur
    mittelalterlichen und frühneuzeitlichen Landesgeschichte (bislang 32 Bände, Herausgebertätigkeit
    Reihe)</i>. Aschendorff, 2020.
  short: W. Freitag, S. Gorissen, T. Schilp, E.-M. Seng, S. Westphal, eds., Westfalen
    in der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen Landesgeschichte
    (bislang 32 Bände, Herausgebertätigkeit Reihe), Aschendorff, Münster, 2020.
date_created: 2020-09-16T11:49:02Z
date_updated: 2022-01-06T06:54:05Z
department:
- _id: '443'
editor:
- first_name: Werner
  full_name: Freitag, Werner
  last_name: Freitag
- first_name: Stefan
  full_name: Gorissen, Stefan
  last_name: Gorissen
- first_name: Thomas
  full_name: Schilp, Thomas
  last_name: Schilp
- first_name: Eva- Maria
  full_name: Seng, Eva- Maria
  id: '499'
  last_name: Seng
- first_name: Siegrid
  full_name: Westphal, Siegrid
  last_name: Westphal
language:
- iso: ger
place: Münster
publisher: Aschendorff
status: public
title: Westfalen in der Vormoderne. Studien zur mittelalterlichen und frühneuzeitlichen
  Landesgeschichte (bislang 32 Bände, Herausgebertätigkeit Reihe)
type: book_editor
user_id: '14932'
year: '2020'
...
---
_id: '19471'
citation:
  ama: 'Saage R, Reese-Schäfer W, Seng E-M, eds. <i>Politica et Ars. Interdisziplinäre
    Studien zur politischen Ideen- und Kulturgeschichte (bislang 26 Bände, Herausgebertätigkeit
    Reihe)</i>. Münster, Hamburg, London: LIT; 2020.'
  apa: 'Saage, R., Reese-Schäfer, W., &#38; Seng, E.-M. (Eds.). (2020). <i>Politica
    et Ars. Interdisziplinäre Studien zur politischen Ideen- und Kulturgeschichte
    (bislang 26 Bände, Herausgebertätigkeit Reihe)</i>. Münster, Hamburg, London:
    LIT.'
  bibtex: '@book{Saage_Reese-Schäfer_Seng_2020, place={Münster, Hamburg, London},
    title={Politica et Ars. Interdisziplinäre Studien zur politischen Ideen- und Kulturgeschichte
    (bislang 26 Bände, Herausgebertätigkeit Reihe)}, publisher={LIT}, year={2020}
    }'
  chicago: 'Saage, Richard, Walter Reese-Schäfer, and Eva- Maria Seng, eds. <i>Politica
    et Ars. Interdisziplinäre Studien zur politischen Ideen- und Kulturgeschichte
    (bislang 26 Bände, Herausgebertätigkeit Reihe)</i>. Münster, Hamburg, London:
    LIT, 2020.'
  ieee: 'R. Saage, W. Reese-Schäfer, and E.-M. Seng, Eds., <i>Politica et Ars. Interdisziplinäre
    Studien zur politischen Ideen- und Kulturgeschichte (bislang 26 Bände, Herausgebertätigkeit
    Reihe)</i>. Münster, Hamburg, London: LIT, 2020.'
  mla: Saage, Richard, et al., editors. <i>Politica et Ars. Interdisziplinäre Studien
    zur politischen Ideen- und Kulturgeschichte (bislang 26 Bände, Herausgebertätigkeit
    Reihe)</i>. LIT, 2020.
  short: R. Saage, W. Reese-Schäfer, E.-M. Seng, eds., Politica et Ars. Interdisziplinäre
    Studien zur politischen Ideen- und Kulturgeschichte (bislang 26 Bände, Herausgebertätigkeit
    Reihe), LIT, Münster, Hamburg, London, 2020.
date_created: 2020-09-16T11:53:58Z
date_updated: 2022-01-06T06:54:05Z
department:
- _id: '443'
editor:
- first_name: Richard
  full_name: Saage, Richard
  last_name: Saage
- first_name: Walter
  full_name: Reese-Schäfer, Walter
  last_name: Reese-Schäfer
- first_name: Eva- Maria
  full_name: Seng, Eva- Maria
  id: '499'
  last_name: Seng
language:
- iso: ger
place: Münster, Hamburg, London
publisher: LIT
status: public
title: Politica et Ars. Interdisziplinäre Studien zur politischen Ideen- und Kulturgeschichte
  (bislang 26 Bände, Herausgebertätigkeit Reihe)
type: book_editor
user_id: '14932'
year: '2020'
...
---
_id: '19472'
citation:
  ama: 'Göttmann F, Seng E-M, Wittig M, eds. <i>Paderborner Historische Forschungen
    (bislang 18 Bände, Herausgebertätigkeit Reihe)</i>. Köln, Paderborn: sh, nun Schöningh;
    2020.'
  apa: 'Göttmann, F., Seng, E.-M., &#38; Wittig, M. (Eds.). (2020). <i>Paderborner
    Historische Forschungen (bislang 18 Bände, Herausgebertätigkeit Reihe)</i>. Köln,
    Paderborn: sh, nun Schöningh.'
  bibtex: '@book{Göttmann_Seng_Wittig_2020, place={Köln, Paderborn}, title={Paderborner
    Historische Forschungen (bislang 18 Bände, Herausgebertätigkeit Reihe)}, publisher={sh,
    nun Schöningh}, year={2020} }'
  chicago: 'Göttmann, Frank, Eva- Maria Seng, and Michael Wittig, eds. <i>Paderborner
    Historische Forschungen (bislang 18 Bände, Herausgebertätigkeit Reihe)</i>. Köln,
    Paderborn: sh, nun Schöningh, 2020.'
  ieee: 'F. Göttmann, E.-M. Seng, and M. Wittig, Eds., <i>Paderborner Historische
    Forschungen (bislang 18 Bände, Herausgebertätigkeit Reihe)</i>. Köln, Paderborn:
    sh, nun Schöningh, 2020.'
  mla: Göttmann, Frank, et al., editors. <i>Paderborner Historische Forschungen (bislang
    18 Bände, Herausgebertätigkeit Reihe)</i>. sh, nun Schöningh, 2020.
  short: F. Göttmann, E.-M. Seng, M. Wittig, eds., Paderborner Historische Forschungen
    (bislang 18 Bände, Herausgebertätigkeit Reihe), sh, nun Schöningh, Köln, Paderborn,
    2020.
date_created: 2020-09-16T11:59:14Z
date_updated: 2022-01-06T06:54:05Z
department:
- _id: '443'
editor:
- first_name: Frank
  full_name: Göttmann, Frank
  last_name: Göttmann
- first_name: Eva- Maria
  full_name: Seng, Eva- Maria
  id: '499'
  last_name: Seng
- first_name: Michael
  full_name: Wittig, Michael
  last_name: Wittig
language:
- iso: ger
place: Köln, Paderborn
publisher: sh, nun Schöningh
status: public
title: Paderborner Historische Forschungen (bislang 18 Bände, Herausgebertätigkeit
  Reihe)
type: book_editor
user_id: '14932'
year: '2020'
...
---
_id: '20277'
citation:
  ama: Wehrheim H, Cabot J, eds. <i>Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings</i>. Vol 12076. Springer; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>
  apa: Wehrheim, H., &#38; Cabot, J. (Eds.). (2020). <i>Fundamental Approaches to
    Software Engineering - 23rd International Conference, FASE 2020, Held as Part
    of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020,
    Dublin, Ireland, April 25-30, 2020, Proceedings</i> (Vol. 12076). Springer. <a
    href="https://doi.org/10.1007/978-3-030-45234-6">https://doi.org/10.1007/978-3-030-45234-6</a>
  bibtex: '@book{Wehrheim_Cabot_2020, series={Lecture Notes in Computer Science},
    title={Fundamental Approaches to Software Engineering - 23rd International Conference,
    FASE 2020, Held as Part of the European Joint Conferences on Theory and Practice
    of Software, ETAPS 2020, Dublin, Ireland, April 25-30, 2020, Proceedings}, volume={12076},
    DOI={<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>},
    publisher={Springer}, year={2020}, collection={Lecture Notes in Computer Science}
    }'
  chicago: Wehrheim, Heike, and Jordi Cabot, eds. <i>Fundamental Approaches to Software
    Engineering - 23rd International Conference, FASE 2020, Held as Part of the European
    Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland,
    April 25-30, 2020, Proceedings</i>. Vol. 12076. Lecture Notes in Computer Science.
    Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-45234-6">https://doi.org/10.1007/978-3-030-45234-6</a>.
  ieee: H. Wehrheim and J. Cabot, Eds., <i>Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings</i>, vol. 12076. Springer, 2020.
  mla: Wehrheim, Heike, and Jordi Cabot, editors. <i>Fundamental Approaches to Software
    Engineering - 23rd International Conference, FASE 2020, Held as Part of the European
    Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland,
    April 25-30, 2020, Proceedings</i>. Vol. 12076, Springer, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-45234-6">10.1007/978-3-030-45234-6</a>.
  short: H. Wehrheim, J. Cabot, eds., Fundamental Approaches to Software Engineering
    - 23rd International Conference, FASE 2020, Held as Part of the European Joint
    Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April
    25-30, 2020, Proceedings, Springer, 2020.
date_created: 2020-11-04T08:42:19Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '77'
doi: 10.1007/978-3-030-45234-6
editor:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
- first_name: Jordi
  full_name: Cabot, Jordi
  last_name: Cabot
intvolume: '     12076'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-030-45233-9
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Fundamental Approaches to Software Engineering - 23rd International Conference,
  FASE 2020, Held as Part of the European Joint Conferences on Theory and Practice
  of Software, ETAPS 2020, Dublin, Ireland, April 25-30, 2020, Proceedings
type: conference_editor
user_id: '29719'
volume: 12076
year: '2020'
...
---
_id: '28242'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title><jats:sec>\r\n                <jats:title>Background</jats:title>\r\n
    \               <jats:p>Due to the increasing use of information and communication
    technology, computer-related skills are important for all students in order to
    participate in the digital age (Fraillon, J., Ainley, J., Schulz, W., Friedman,
    T. &amp; Duckworth, D. (2019). <jats:italic>Preparing for life in a digital world:
    IEA International Computer and Information Literacy Study 2018 International Report.</jats:italic>
    Amsterdam: International Association for the Evaluation of Educational Achievement (IEA). Retrieved from
    <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"uri\"
    xlink:href=\"https://www.iea.nl/sites/default/files/2019-11/ICILS%202019%20Digital%20final%2004112019.pdf\">https://www.iea.nl/sites/default/files/2019-11/ICILS%202019%20Digital%20final%2004112019.pdf</jats:ext-link>).
    Educational systems play a key role in the mediation of these skills (Eickelmann.
    Second Handbook of Information Technology in Primary and Secondary Education.
    Cham: Springer, 2018). However, previous studies have shown differences in students’
    computer and information literacy (CIL). Although various approaches have been
    used to explain these differences, process data, such as response times, have
    never been taken into consideration. Based on data from the IEA-study ICILS 2013
    of the Czech Republic, Denmark and Germany, this secondary analysis examines to
    what extent response times can be used as an explanatory approach for differences
    in CIL also within different groups of students according to student background
    characteristics (gender, socioeconomic background and immigrant background).</jats:p>\r\n
    \             </jats:sec><jats:sec>\r\n                <jats:title>Methods</jats:title>\r\n
    \               <jats:p>First, two processing profiles using a latent profile
    analysis (Oberski, D. (2016). Mixture Models: Latent Profile and Latent Class
    Analysis. In J. Robertson &amp; M. Kaptein (Eds.), <jats:italic>Modern Statistical
    Methods for HCI</jats:italic> (pp. 275–287). Switzerland: Springer. <jats:ext-link
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"doi\" xlink:href=\"https://doi.org/10.1007/978-3-319-26633-6\">10.1007/978-3-319-26633-6</jats:ext-link>)
    based on response times are determined—a fast and a slow processing profile. To
    detect how these profiles are related to students’ CIL, also in conjunction with
    students’ background characteristics (socioeconomic and immigrant background),
    descriptive statistics are used.</jats:p>\r\n              </jats:sec><jats:sec>\r\n
    \               <jats:title>Results</jats:title>\r\n                <jats:p>The
    results show that in the Czech Republic and Germany, students belonging to the
    fast processing profile have on average significantly higher CIL than students
    allocated to the slow processing profile. In Denmark, there are no significant
    differences. Concerning the student background characteristics in the Czech Republic,
    there are significant negative time-on-task effects for all groups except for
    students with an immigrant background and students with a high parental occupational
    status. There are no significant differences in Denmark. For Germany, a significant
    negative time-on-task effect can be found among girls. However, the other examined
    indicators for Germany are ambiguous.</jats:p>\r\n              </jats:sec><jats:sec>\r\n
    \               <jats:title>Conclusions</jats:title>\r\n                <jats:p>The
    results show that process data can be used to explain differences in students’
    CIL: In the Czech Republic and Germany, there is a correlation between response
    times and CIL (significant negative time-on-task effect). Further analysis should
    also consider other aspects of CIL (e.g. reading literacy). What becomes clear,
    however, is that when interpreting and explaining differences in competence, data
    should also be included that relates to the completion process during testing.</jats:p>\r\n
    \             </jats:sec>"
author:
- first_name: Melanie
  full_name: Heldt, Melanie
  last_name: Heldt
- first_name: Corinna
  full_name: Massek, Corinna
  last_name: Massek
- first_name: Kerstin
  full_name: Drossel, Kerstin
  id: '48921'
  last_name: Drossel
- first_name: Birgit
  full_name: Eickelmann, Birgit
  id: '40387'
  last_name: Eickelmann
citation:
  ama: 'Heldt M, Massek C, Drossel K, Eickelmann B. The relationship between differences
    in students’ computer and information literacy and response times: an analysis
    of IEA-ICILS data. <i>Large-scale Assessments in Education</i>. 2020;8(1):1-20.
    doi:<a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>'
  apa: 'Heldt, M., Massek, C., Drossel, K., &#38; Eickelmann, B. (2020). The relationship
    between differences in students’ computer and information literacy and response
    times: an analysis of IEA-ICILS data. <i>Large-Scale Assessments in Education</i>,
    <i>8</i>(1), 1–20. <a href="https://doi.org/10.1186/s40536-020-00090-1">https://doi.org/10.1186/s40536-020-00090-1</a>'
  bibtex: '@article{Heldt_Massek_Drossel_Eickelmann_2020, title={The relationship
    between differences in students’ computer and information literacy and response
    times: an analysis of IEA-ICILS data}, volume={8}, DOI={<a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>},
    number={1}, journal={Large-scale Assessments in Education}, author={Heldt, Melanie
    and Massek, Corinna and Drossel, Kerstin and Eickelmann, Birgit}, year={2020},
    pages={1–20} }'
  chicago: 'Heldt, Melanie, Corinna Massek, Kerstin Drossel, and Birgit Eickelmann.
    “The Relationship between Differences in Students’ Computer and Information Literacy
    and Response Times: An Analysis of IEA-ICILS Data.” <i>Large-Scale Assessments
    in Education</i> 8, no. 1 (2020): 1–20. <a href="https://doi.org/10.1186/s40536-020-00090-1">https://doi.org/10.1186/s40536-020-00090-1</a>.'
  ieee: 'M. Heldt, C. Massek, K. Drossel, and B. Eickelmann, “The relationship between
    differences in students’ computer and information literacy and response times:
    an analysis of IEA-ICILS data,” <i>Large-scale Assessments in Education</i>, vol.
    8, no. 1, pp. 1–20, 2020, doi: <a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>.'
  mla: 'Heldt, Melanie, et al. “The Relationship between Differences in Students’
    Computer and Information Literacy and Response Times: An Analysis of IEA-ICILS
    Data.” <i>Large-Scale Assessments in Education</i>, vol. 8, no. 1, 2020, pp. 1–20,
    doi:<a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>.'
  short: M. Heldt, C. Massek, K. Drossel, B. Eickelmann, Large-Scale Assessments in
    Education 8 (2020) 1–20.
date_created: 2021-12-02T15:27:20Z
date_updated: 2022-01-06T06:57:53Z
department:
- _id: '462'
doi: 10.1186/s40536-020-00090-1
intvolume: '         8'
issue: '1'
language:
- iso: eng
page: 1-20
publication: Large-scale Assessments in Education
publication_identifier:
  issn:
  - 2196-0739
publication_status: published
status: public
title: 'The relationship between differences in students’ computer and information
  literacy and response times: an analysis of IEA-ICILS data'
type: journal_article
user_id: '50923'
volume: 8
year: '2020'
...
---
_id: '24203'
author:
- first_name: Elmar
  full_name: Moritzer, Elmar
  id: '20531'
  last_name: Moritzer
- first_name: Johannes
  full_name: Hillemeyer, Johannes
  id: '27285'
  last_name: Hillemeyer
citation:
  ama: 'Moritzer E, Hillemeyer J. Additiveteile Direktverschrauben. In: <i>6. Fachkonferenz
    3D-Druck in Der Automobielindustrie</i>. ; 2020.'
  apa: Moritzer, E., &#38; Hillemeyer, J. (2020). Additiveteile Direktverschrauben.
    <i>6. Fachkonferenz 3D-Druck in Der Automobielindustrie</i>. 6. Fachkonferenz
    3D-Druck in der Automobielindustrie, Hamburg.
  bibtex: '@inproceedings{Moritzer_Hillemeyer_2020, place={Hamburg}, title={Additiveteile
    Direktverschrauben}, booktitle={6. Fachkonferenz 3D-Druck in der Automobielindustrie},
    author={Moritzer, Elmar and Hillemeyer, Johannes}, year={2020} }'
  chicago: Moritzer, Elmar, and Johannes Hillemeyer. “Additiveteile Direktverschrauben.”
    In <i>6. Fachkonferenz 3D-Druck in Der Automobielindustrie</i>. Hamburg, 2020.
  ieee: E. Moritzer and J. Hillemeyer, “Additiveteile Direktverschrauben,” presented
    at the 6. Fachkonferenz 3D-Druck in der Automobielindustrie, Hamburg, 2020.
  mla: Moritzer, Elmar, and Johannes Hillemeyer. “Additiveteile Direktverschrauben.”
    <i>6. Fachkonferenz 3D-Druck in Der Automobielindustrie</i>, 2020.
  short: 'E. Moritzer, J. Hillemeyer, in: 6. Fachkonferenz 3D-Druck in Der Automobielindustrie,
    Hamburg, 2020.'
conference:
  location: Hamburg
  name: 6. Fachkonferenz 3D-Druck in der Automobielindustrie
date_created: 2021-09-13T07:50:26Z
date_updated: 2022-01-06T06:56:13Z
department:
- _id: '9'
- _id: '367'
- _id: '321'
language:
- iso: eng
place: Hamburg
publication: 6. Fachkonferenz 3D-Druck in der Automobielindustrie
status: public
title: Additiveteile Direktverschrauben
type: conference
user_id: '44116'
year: '2020'
...
---
_id: '27013'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Flavonoids are suggested to reduce
    disease risk. Since dietary habits are acquired during early life, describing
    age and time trends of flavonoid intake and major food sources are important for
    monitoring and disease prevention in later life. We aimed to describe total flavonoid
    intake and food sources and to investigate age and time trends of flavonoid intake
    in 3–18-year-olds, from the Dortmund Nutritional and Anthropometric Longitudinally
    Designed study from 1985 to 2016. Intake was assessed annually using 3-d weighed
    food records (WFR). Flavonoid values were assigned using the United States Department
    of Agriculture database. Foods contributing to intake were determined. Age and
    time trends in total flavonoid and isoflavone density were analysed by sex with
    PROC MIXED. In total, 1312 children completed 10 758 WFR. Across all ages, daily
    mean total flavonoid density was lower in boys compared with girls (134 <jats:italic>v</jats:italic>.
    146 mg/4184 kJ) and no difference in median isoflavone density (0·04 mg/4184 kJ
    per d) was found. The top five foods contributing to total flavonoid intake were
    apple with peel (15·0/17·1 %), strawberries (5·9/6·1 %), chocolate spread (3·9/3·5
    %), orange juice (3·5/3·4 %) and pasta (3·5/3·4 %) for boys and girls, respectively.
    Overall, in boys, total flavonoid density decreased over the course of age and
    time. In girls, there was no association with age or time. In both sexes, isoflavone
    density followed a U-shaped age trend with no change over time. From a public
    health perspective, the overall observed downwards trend of flavonoid intake in
    boys deserves attention. Future initiatives should be tailored at maintaining
    a high flavonoid density as children age, specifically among boys.</jats:p>
author:
- first_name: Johanna
  full_name: Rienks, Johanna
  last_name: Rienks
- first_name: Katharina J.
  full_name: Penczynski, Katharina J.
  last_name: Penczynski
- first_name: Sarah
  full_name: Schmitting, Sarah
  last_name: Schmitting
- first_name: Anette
  full_name: Buyken, Anette
  id: '65985'
  last_name: Buyken
- first_name: Ute
  full_name: Nöthlings, Ute
  last_name: Nöthlings
citation:
  ama: 'Rienks J, Penczynski KJ, Schmitting S, Buyken A, Nöthlings U. Dietary flavonoids
    among children and adolescents in the Dortmund Nutritional and Anthropometric
    Longitudinally Designed (DONALD) study: intake, food sources and trends from 1985
    until 2016. <i>British Journal of Nutrition</i>. Published online 2020:1198-1206.
    doi:<a href="https://doi.org/10.1017/s000711452000183x">10.1017/s000711452000183x</a>'
  apa: 'Rienks, J., Penczynski, K. J., Schmitting, S., Buyken, A., &#38; Nöthlings,
    U. (2020). Dietary flavonoids among children and adolescents in the Dortmund Nutritional
    and Anthropometric Longitudinally Designed (DONALD) study: intake, food sources
    and trends from 1985 until 2016. <i>British Journal of Nutrition</i>, 1198–1206.
    <a href="https://doi.org/10.1017/s000711452000183x">https://doi.org/10.1017/s000711452000183x</a>'
  bibtex: '@article{Rienks_Penczynski_Schmitting_Buyken_Nöthlings_2020, title={Dietary
    flavonoids among children and adolescents in the Dortmund Nutritional and Anthropometric
    Longitudinally Designed (DONALD) study: intake, food sources and trends from 1985
    until 2016}, DOI={<a href="https://doi.org/10.1017/s000711452000183x">10.1017/s000711452000183x</a>},
    journal={British Journal of Nutrition}, author={Rienks, Johanna and Penczynski,
    Katharina J. and Schmitting, Sarah and Buyken, Anette and Nöthlings, Ute}, year={2020},
    pages={1198–1206} }'
  chicago: 'Rienks, Johanna, Katharina J. Penczynski, Sarah Schmitting, Anette Buyken,
    and Ute Nöthlings. “Dietary Flavonoids among Children and Adolescents in the Dortmund
    Nutritional and Anthropometric Longitudinally Designed (DONALD) Study: Intake,
    Food Sources and Trends from 1985 until 2016.” <i>British Journal of Nutrition</i>,
    2020, 1198–1206. <a href="https://doi.org/10.1017/s000711452000183x">https://doi.org/10.1017/s000711452000183x</a>.'
  ieee: 'J. Rienks, K. J. Penczynski, S. Schmitting, A. Buyken, and U. Nöthlings,
    “Dietary flavonoids among children and adolescents in the Dortmund Nutritional
    and Anthropometric Longitudinally Designed (DONALD) study: intake, food sources
    and trends from 1985 until 2016,” <i>British Journal of Nutrition</i>, pp. 1198–1206,
    2020, doi: <a href="https://doi.org/10.1017/s000711452000183x">10.1017/s000711452000183x</a>.'
  mla: 'Rienks, Johanna, et al. “Dietary Flavonoids among Children and Adolescents
    in the Dortmund Nutritional and Anthropometric Longitudinally Designed (DONALD)
    Study: Intake, Food Sources and Trends from 1985 until 2016.” <i>British Journal
    of Nutrition</i>, 2020, pp. 1198–206, doi:<a href="https://doi.org/10.1017/s000711452000183x">10.1017/s000711452000183x</a>.'
  short: J. Rienks, K.J. Penczynski, S. Schmitting, A. Buyken, U. Nöthlings, British
    Journal of Nutrition (2020) 1198–1206.
date_created: 2021-10-29T13:58:15Z
date_updated: 2022-01-06T06:57:32Z
department:
- _id: '17'
- _id: '22'
- _id: '571'
doi: 10.1017/s000711452000183x
language:
- iso: eng
page: 1198-1206
publication: British Journal of Nutrition
publication_identifier:
  issn:
  - 0007-1145
  - 1475-2662
publication_status: published
status: public
title: 'Dietary flavonoids among children and adolescents in the Dortmund Nutritional
  and Anthropometric Longitudinally Designed (DONALD) study: intake, food sources
  and trends from 1985 until 2016'
type: journal_article
user_id: '61597'
year: '2020'
...
---
_id: '27864'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title><jats:sec>\r\n                <jats:title>Background</jats:title>\r\n
    \               <jats:p>Due to the increasing use of information and communication
    technology, computer-related skills are important for all students in order to
    participate in the digital age (Fraillon, J., Ainley, J., Schulz, W., Friedman,
    T. &amp; Duckworth, D. (2019). <jats:italic>Preparing for life in a digital world:
    IEA International Computer and Information Literacy Study 2018 International Report.</jats:italic>
    Amsterdam: International Association for the Evaluation of Educational Achievement (IEA). Retrieved from
    <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"uri\"
    xlink:href=\"https://www.iea.nl/sites/default/files/2019-11/ICILS%202019%20Digital%20final%2004112019.pdf\">https://www.iea.nl/sites/default/files/2019-11/ICILS%202019%20Digital%20final%2004112019.pdf</jats:ext-link>).
    Educational systems play a key role in the mediation of these skills (Eickelmann.
    Second Handbook of Information Technology in Primary and Secondary Education.
    Cham: Springer, 2018). However, previous studies have shown differences in students’
    computer and information literacy (CIL). Although various approaches have been
    used to explain these differences, process data, such as response times, have
    never been taken into consideration. Based on data from the IEA-study ICILS 2013
    of the Czech Republic, Denmark and Germany, this secondary analysis examines to
    what extent response times can be used as an explanatory approach for differences
    in CIL also within different groups of students according to student background
    characteristics (gender, socioeconomic background and immigrant background).</jats:p>\r\n
    \             </jats:sec><jats:sec>\r\n                <jats:title>Methods</jats:title>\r\n
    \               <jats:p>First, two processing profiles using a latent profile
    analysis (Oberski, D. (2016). Mixture Models: Latent Profile and Latent Class
    Analysis. In J. Robertson &amp; M. Kaptein (Eds.), <jats:italic>Modern Statistical
    Methods for HCI</jats:italic> (pp. 275–287). Switzerland: Springer. <jats:ext-link
    xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"doi\" xlink:href=\"https://doi.org/10.1007/978-3-319-26633-6\">10.1007/978-3-319-26633-6</jats:ext-link>)
    based on response times are determined—a fast and a slow processing profile. To
    detect how these profiles are related to students’ CIL, also in conjunction with
    students’ background characteristics (socioeconomic and immigrant background),
    descriptive statistics are used.</jats:p>\r\n              </jats:sec><jats:sec>\r\n
    \               <jats:title>Results</jats:title>\r\n                <jats:p>The
    results show that in the Czech Republic and Germany, students belonging to the
    fast processing profile have on average significantly higher CIL than students
    allocated to the slow processing profile. In Denmark, there are no significant
    differences. Concerning the student background characteristics in the Czech Republic,
    there are significant negative time-on-task effects for all groups except for
    students with an immigrant background and students with a high parental occupational
    status. There are no significant differences in Denmark. For Germany, a significant
    negative time-on-task effect can be found among girls. However, the other examined
    indicators for Germany are ambiguous.</jats:p>\r\n              </jats:sec><jats:sec>\r\n
    \               <jats:title>Conclusions</jats:title>\r\n                <jats:p>The
    results show that process data can be used to explain differences in students’
    CIL: In the Czech Republic and Germany, there is a correlation between response
    times and CIL (significant negative time-on-task effect). Further analysis should
    also consider other aspects of CIL (e.g. reading literacy). What becomes clear,
    however, is that when interpreting and explaining differences in competence, data
    should also be included that relates to the completion process during testing.</jats:p>\r\n
    \             </jats:sec>"
author:
- first_name: Melanie
  full_name: Heldt, Melanie
  last_name: Heldt
- first_name: Corinna
  full_name: Massek, Corinna
  last_name: Massek
- first_name: Kerstin
  full_name: Drossel, Kerstin
  id: '48921'
  last_name: Drossel
- first_name: Birgit
  full_name: Eickelmann, Birgit
  id: '40387'
  last_name: Eickelmann
citation:
  ama: 'Heldt M, Massek C, Drossel K, Eickelmann B. The relationship between differences
    in students’ computer and information literacy and response times: an analysis
    of IEA-ICILS data. <i>Large-scale Assessments in Education</i>. 2020;8:1-20. doi:<a
    href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>'
  apa: 'Heldt, M., Massek, C., Drossel, K., &#38; Eickelmann, B. (2020). The relationship
    between differences in students’ computer and information literacy and response
    times: an analysis of IEA-ICILS data. <i>Large-Scale Assessments in Education</i>,
    <i>8</i>, 1–20. <a href="https://doi.org/10.1186/s40536-020-00090-1">https://doi.org/10.1186/s40536-020-00090-1</a>'
  bibtex: '@article{Heldt_Massek_Drossel_Eickelmann_2020, title={The relationship
    between differences in students’ computer and information literacy and response
    times: an analysis of IEA-ICILS data}, volume={8}, DOI={<a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>},
    journal={Large-scale Assessments in Education}, author={Heldt, Melanie and Massek,
    Corinna and Drossel, Kerstin and Eickelmann, Birgit}, year={2020}, pages={1–20}
    }'
  chicago: 'Heldt, Melanie, Corinna Massek, Kerstin Drossel, and Birgit Eickelmann.
    “The Relationship between Differences in Students’ Computer and Information Literacy
    and Response Times: An Analysis of IEA-ICILS Data.” <i>Large-Scale Assessments
    in Education</i> 8 (2020): 1–20. <a href="https://doi.org/10.1186/s40536-020-00090-1">https://doi.org/10.1186/s40536-020-00090-1</a>.'
  ieee: 'M. Heldt, C. Massek, K. Drossel, and B. Eickelmann, “The relationship between
    differences in students’ computer and information literacy and response times:
    an analysis of IEA-ICILS data,” <i>Large-scale Assessments in Education</i>, vol.
    8, pp. 1–20, 2020, doi: <a href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>.'
  mla: 'Heldt, Melanie, et al. “The Relationship between Differences in Students’
    Computer and Information Literacy and Response Times: An Analysis of IEA-ICILS
    Data.” <i>Large-Scale Assessments in Education</i>, vol. 8, 2020, pp. 1–20, doi:<a
    href="https://doi.org/10.1186/s40536-020-00090-1">10.1186/s40536-020-00090-1</a>.'
  short: M. Heldt, C. Massek, K. Drossel, B. Eickelmann, Large-Scale Assessments in
    Education 8 (2020) 1–20.
date_created: 2021-11-25T15:54:31Z
date_updated: 2022-01-06T06:57:47Z
department:
- _id: '462'
doi: 10.1186/s40536-020-00090-1
intvolume: '         8'
language:
- iso: eng
page: 1-20
publication: Large-scale Assessments in Education
publication_identifier:
  issn:
  - 2196-0739
publication_status: published
status: public
title: 'The relationship between differences in students’ computer and information
  literacy and response times: an analysis of IEA-ICILS data'
type: journal_article
user_id: '50923'
volume: 8
year: '2020'
...
---
_id: '21257'
abstract:
- lang: eng
  text: "<jats:p>Digital data on tangible and intangible cultural assets is an essential
    part of daily life, communication and experience. It has a lasting influence on
    the perception of cultural identity as well as on the interactions between research,
    the cultural economy and society. Throughout the last three decades, many cultural
    heritage institutions have contributed a wealth of digital representations of
    cultural assets (2D digital reproductions of paintings, sheet music, 3D digital
    models of sculptures, monuments, rooms, buildings), audio-visual data (music,
    film, stage performances), and procedural research data such as encoding and annotation
    formats. The long-term preservation and FAIR availability of research data from
    the cultural heritage domain is fundamentally important, not only for future academic
    success in the humanities but also for the cultural identity of individuals and
    society as a whole. Up to now, no coordinated effort for professional research
    data management on a national level exists in Germany. NFDI4Culture aims to fill
    this gap and create a user-centered, research-driven infrastructure that will
    cover a broad range of research domains from musicology, art history and architecture
    to performance, theatre, film, and media studies.</jats:p>\r\n          <jats:p>The
    research landscape addressed by the consortium is characterized by strong institutional
    differentiation. Research units in the consortium's community of interest comprise
    university institutes, art colleges, academies, galleries, libraries, archives
    and museums. This diverse landscape is also characterized by an abundance of research
    objects, methodologies and a great potential for data-driven research. In a unique
    effort carried out by the applicant and co-applicants of this proposal and ten
    academic societies, this community is interconnected for the first time through
    a federated approach that is ideally suited to the needs of the participating
    researchers. To promote collaboration within the NFDI, to share knowledge and
    technology and to provide extensive support for its users have been the guiding
    principles of the consortium from the beginning and will be at the heart of all
    workflows and decision-making processes. Thanks to these principles, NFDI4Culture
    has gathered strong support ranging from individual researchers to high-level
    cultural heritage organizations such as the UNESCO, the International Council
    of Museums, the Open Knowledge Foundation and Wikimedia. On this basis, NFDI4Culture
    will take innovative measures that promote a cultural change towards a more reflective
    and sustainable handling of research data and at the same time boost qualification
    and professionalization in data-driven research in the domain of cultural heritage.
    This will create a long-lasting impact on science, cultural economy and society
    as a whole.</jats:p>"
author:
- first_name: Reinhard
  full_name: Altenhöner, Reinhard
  last_name: Altenhöner
- first_name: Ina
  full_name: Blümel, Ina
  last_name: Blümel
- first_name: Franziska
  full_name: Boehm, Franziska
  last_name: Boehm
- first_name: Jens
  full_name: Bove, Jens
  last_name: Bove
- first_name: Katrin
  full_name: Bicher, Katrin
  last_name: Bicher
- first_name: Christian
  full_name: Bracht, Christian
  last_name: Bracht
- first_name: Ortrun
  full_name: Brand, Ortrun
  last_name: Brand
- first_name: Lisa
  full_name: Dieckmann, Lisa
  last_name: Dieckmann
- first_name: Maria
  full_name: Effinger, Maria
  last_name: Effinger
- first_name: Malte
  full_name: Hagener, Malte
  last_name: Hagener
- first_name: Andrea
  full_name: Hammes, Andrea
  last_name: Hammes
- first_name: Lambert
  full_name: Heller, Lambert
  last_name: Heller
- first_name: Angela
  full_name: Kailus, Angela
  last_name: Kailus
- first_name: Hubertus
  full_name: Kohle, Hubertus
  last_name: Kohle
- first_name: Jens
  full_name: Ludwig, Jens
  last_name: Ludwig
- first_name: Andreas
  full_name: Münzmay, Andreas
  last_name: Münzmay
- first_name: Sarah
  full_name: Pittroff, Sarah
  last_name: Pittroff
- first_name: Matthias
  full_name: Razum, Matthias
  last_name: Razum
- first_name: Daniel
  full_name: Röwenstrunk, Daniel
  id: '439'
  last_name: Röwenstrunk
  orcid: https://orcid.org/0000-0001-6271-2095
- first_name: Harald
  full_name: Sack, Harald
  last_name: Sack
- first_name: Holger
  full_name: Simon, Holger
  last_name: Simon
- first_name: Dörte
  full_name: Schmidt, Dörte
  last_name: Schmidt
- first_name: Torsten
  full_name: Schrade, Torsten
  last_name: Schrade
- first_name: Annika-Valeska
  full_name: Walzel, Annika-Valeska
  last_name: Walzel
- first_name: Barbara
  full_name: Wiermann, Barbara
  last_name: Wiermann
citation:
  ama: Altenhöner R, Blümel I, Boehm F, et al. NFDI4Culture - Consortium for research
    data on material and immaterial cultural heritage. <i>Research Ideas and Outcomes</i>.
    2020. doi:<a href="https://doi.org/10.3897/rio.6.e57036">10.3897/rio.6.e57036</a>
  apa: Altenhöner, R., Blümel, I., Boehm, F., Bove, J., Bicher, K., Bracht, C., …
    Wiermann, B. (2020). NFDI4Culture - Consortium for research data on material and
    immaterial cultural heritage. <i>Research Ideas and Outcomes</i>. <a href="https://doi.org/10.3897/rio.6.e57036">https://doi.org/10.3897/rio.6.e57036</a>
  bibtex: '@article{Altenhöner_Blümel_Boehm_Bove_Bicher_Bracht_Brand_Dieckmann_Effinger_Hagener_et
    al._2020, title={NFDI4Culture - Consortium for research data on material and immaterial
    cultural heritage}, DOI={<a href="https://doi.org/10.3897/rio.6.e57036">10.3897/rio.6.e57036</a>},
    journal={Research Ideas and Outcomes}, author={Altenhöner, Reinhard and Blümel,
    Ina and Boehm, Franziska and Bove, Jens and Bicher, Katrin and Bracht, Christian
    and Brand, Ortrun and Dieckmann, Lisa and Effinger, Maria and Hagener, Malte and
    et al.}, year={2020} }'
  chicago: Altenhöner, Reinhard, Ina Blümel, Franziska Boehm, Jens Bove, Katrin Bicher,
    Christian Bracht, Ortrun Brand, et al. “NFDI4Culture - Consortium for Research
    Data on Material and Immaterial Cultural Heritage.” <i>Research Ideas and Outcomes</i>,
    2020. <a href="https://doi.org/10.3897/rio.6.e57036">https://doi.org/10.3897/rio.6.e57036</a>.
  ieee: R. Altenhöner <i>et al.</i>, “NFDI4Culture - Consortium for research data
    on material and immaterial cultural heritage,” <i>Research Ideas and Outcomes</i>,
    2020.
  mla: Altenhöner, Reinhard, et al. “NFDI4Culture - Consortium for Research Data on
    Material and Immaterial Cultural Heritage.” <i>Research Ideas and Outcomes</i>,
    2020, doi:<a href="https://doi.org/10.3897/rio.6.e57036">10.3897/rio.6.e57036</a>.
  short: R. Altenhöner, I. Blümel, F. Boehm, J. Bove, K. Bicher, C. Bracht, O. Brand,
    L. Dieckmann, M. Effinger, M. Hagener, A. Hammes, L. Heller, A. Kailus, H. Kohle,
    J. Ludwig, A. Münzmay, S. Pittroff, M. Razum, D. Röwenstrunk, H. Sack, H. Simon,
    D. Schmidt, T. Schrade, A.-V. Walzel, B. Wiermann, Research Ideas and Outcomes
    (2020).
date_created: 2021-02-17T15:20:47Z
date_updated: 2022-01-06T06:54:51Z
department:
- _id: '233'
doi: 10.3897/rio.6.e57036
language:
- iso: eng
publication: Research Ideas and Outcomes
publication_identifier:
  issn:
  - 2367-7163
publication_status: published
status: public
title: NFDI4Culture - Consortium for research data on material and immaterial cultural
  heritage
type: journal_article
user_id: '439'
year: '2020'
...
