---
_id: '14021'
author:
- first_name: Stefan
  full_name: Gabriel, Stefan
  last_name: Gabriel
- first_name: Dominik
  full_name: Bentler, Dominik
  last_name: Bentler
- first_name: Eva-Maria
  full_name: Grote, Eva-Maria
  last_name: Grote
- first_name: Caroline
  full_name: Junker, Caroline
  last_name: Junker
- first_name: David Meyer zu
  full_name: Wendischhoff, David Meyer zu
  last_name: Wendischhoff
- first_name: Michael
  full_name: Bansmann, Michael
  last_name: Bansmann
- first_name: Benedikt
  full_name: Latos, Benedikt
  last_name: Latos
- 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
  last_name: Dumitrescu
citation:
  ama: 'Gabriel S, Bentler D, Grote EM, et al. Requirements analysis for an intelligent
    workforce planning system: a socio-technical approach to design AI-based systems.
    <i>Procedia CIRP</i>. 2022;109:431-436. doi:<a href="https://doi.org/10.1016/j.procir.2022.05.274">10.1016/j.procir.2022.05.274</a>'
  apa: 'Gabriel, S., Bentler, D., Grote, E.-M., Junker, C., Wendischhoff, D. M. zu,
    Bansmann, M., Latos, B., Hobscheidt, D., Kühn, A., &#38; Dumitrescu, R. (2022).
    Requirements analysis for an intelligent workforce planning system: a socio-technical
    approach to design AI-based systems. <i>Procedia CIRP</i>, <i>109</i>, 431–436.
    <a href="https://doi.org/10.1016/j.procir.2022.05.274">https://doi.org/10.1016/j.procir.2022.05.274</a>'
  bjps: '<b>Gabriel S <i>et al.</i></b> (2022) Requirements Analysis for an Intelligent
    Workforce Planning System: A Socio-Technical Approach to Design AI-Based Systems.
    <i>Procedia CIRP</i> <b>109</b>, 431–436.'
  chicago: 'Gabriel, Stefan, Dominik Bentler, Eva-Maria Grote, Caroline Junker, David
    Meyer zu Wendischhoff, Michael Bansmann, Benedikt Latos, Daniela Hobscheidt, Arno
    Kühn, and Roman Dumitrescu. “Requirements Analysis for an Intelligent Workforce
    Planning System: A Socio-Technical Approach to Design AI-Based Systems.” <i>Procedia
    CIRP</i> 109 (2022): 431–36. <a href="https://doi.org/10.1016/j.procir.2022.05.274">https://doi.org/10.1016/j.procir.2022.05.274</a>.'
  chicago-de: 'Gabriel, Stefan, Dominik Bentler, Eva-Maria Grote, Caroline Junker,
    David Meyer zu Wendischhoff, Michael Bansmann, Benedikt Latos, Daniela Hobscheidt,
    Arno Kühn und Roman Dumitrescu. 2022. Requirements analysis for an intelligent
    workforce planning system: a socio-technical approach to design AI-based systems.
    <i>Procedia CIRP</i> 109: 431–436. doi:<a href="https://doi.org/10.1016/j.procir.2022.05.274">10.1016/j.procir.2022.05.274</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Gabriel,
    Stefan</span> ; <span style="font-variant:small-caps;">Bentler, Dominik</span>
    ; <span style="font-variant:small-caps;">Grote, Eva-Maria</span> ; <span style="font-variant:small-caps;">Junker,
    Caroline</span> ; <span style="font-variant:small-caps;">Wendischhoff, David Meyer
    zu</span> ; <span style="font-variant:small-caps;">Bansmann, Michael</span> ;
    <span style="font-variant:small-caps;">Latos, Benedikt</span> ; <span style="font-variant:small-caps;">Hobscheidt,
    Daniela</span> ; u. a.</span>: Requirements analysis for an intelligent workforce
    planning system: a socio-technical approach to design AI-based systems. In: <i>Procedia
    CIRP</i> Bd. 109, Elsevier BV (2022), S. 431–436'
  havard: 'S. Gabriel, D. Bentler, E.-M. Grote, C. Junker, D.M. zu Wendischhoff, M.
    Bansmann, B. Latos, D. Hobscheidt, A. Kühn, R. Dumitrescu, Requirements analysis
    for an intelligent workforce planning system: a socio-technical approach to design
    AI-based systems, Procedia CIRP. 109 (2022) 431–436.'
  ieee: 'S. Gabriel <i>et al.</i>, “Requirements analysis for an intelligent workforce
    planning system: a socio-technical approach to design AI-based systems,” <i>Procedia
    CIRP</i>, vol. 109, pp. 431–436, 2022, doi: <a href="https://doi.org/10.1016/j.procir.2022.05.274">10.1016/j.procir.2022.05.274</a>.'
  mla: 'Gabriel, Stefan, et al. “Requirements Analysis for an Intelligent Workforce
    Planning System: A Socio-Technical Approach to Design AI-Based Systems.” <i>Procedia
    CIRP</i>, vol. 109, 2022, pp. 431–36, <a href="https://doi.org/10.1016/j.procir.2022.05.274">https://doi.org/10.1016/j.procir.2022.05.274</a>.'
  short: S. Gabriel, D. Bentler, E.-M. Grote, C. Junker, D.M. zu Wendischhoff, M.
    Bansmann, B. Latos, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022)
    431–436.
  ufg: '<b>Gabriel, Stefan u. a.</b>: Requirements analysis for an intelligent workforce
    planning system: a socio-technical approach to design AI-based systems, in: <i>Procedia
    CIRP</i> 109 (2022),  S. 431–436.'
  van: 'Gabriel S, Bentler D, Grote EM, Junker C, Wendischhoff DM zu, Bansmann M,
    et al. Requirements analysis for an intelligent workforce planning system: a socio-technical
    approach to design AI-based systems. Procedia CIRP. 2022;109:431–6.'
date_created: 2026-09-11T10:33:08Z
date_updated: 2026-09-11T10:33:27Z
doi: 10.1016/j.procir.2022.05.274
intvolume: '       109'
language:
- iso: eng
page: 431-436
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Requirements analysis for an intelligent workforce planning system: a socio-technical
  approach to design AI-based systems'
type: scientific_journal_article
user_id: '83591'
volume: 109
year: '2022'
...