---
_id: '29708'
author:
- first_name: Dietrich Karl-Heinz
  full_name: Gerstenberger, Dietrich Karl-Heinz
  id: '65294'
  last_name: Gerstenberger
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: Gerstenberger DK-H, Winkelnkemper F, Schulte C. Nutzung der Personas-Methode
    zum Umgang mit der Heterogenität von Informatik-Studierenden. <i>9 Fachtagung
    Hochschuldidaktik Informatik (HDI)</i>. Published online 2021:49.
  apa: Gerstenberger, D. K.-H., Winkelnkemper, F., &#38; Schulte, C. (2021). Nutzung
    der Personas-Methode zum Umgang mit der Heterogenität von Informatik-Studierenden.
    <i>9. Fachtagung Hochschuldidaktik Informatik (HDI)</i>, 49.
  bibtex: '@article{Gerstenberger_Winkelnkemper_Schulte_2021, title={Nutzung der Personas-Methode
    zum Umgang mit der Heterogenität von Informatik-Studierenden}, journal={9. Fachtagung
    Hochschuldidaktik Informatik (HDI)}, author={Gerstenberger, Dietrich Karl-Heinz
    and Winkelnkemper, Felix and Schulte, Carsten}, year={2021}, pages={49} }'
  chicago: Gerstenberger, Dietrich Karl-Heinz, Felix Winkelnkemper, and Carsten Schulte.
    “Nutzung der Personas-Methode zum Umgang mit der Heterogenität von Informatik-Studierenden.”
    <i>9. Fachtagung Hochschuldidaktik Informatik (HDI)</i>, 2021, 49.
  ieee: D. K.-H. Gerstenberger, F. Winkelnkemper, and C. Schulte, “Nutzung der Personas-Methode
    zum Umgang mit der Heterogenität von Informatik-Studierenden,” <i>9. Fachtagung
    Hochschuldidaktik Informatik (HDI)</i>, p. 49, 2021.
  mla: Gerstenberger, Dietrich Karl-Heinz, et al. “Nutzung der Personas-Methode zum
    Umgang mit der Heterogenität von Informatik-Studierenden.” <i>9. Fachtagung Hochschuldidaktik
    Informatik (HDI)</i>, 2021, p. 49.
  short: D.K.-H. Gerstenberger, F. Winkelnkemper, C. Schulte, 9. Fachtagung Hochschuldidaktik
    Informatik (HDI) (2021) 49.
date_created: 2022-01-31T13:24:28Z
date_updated: 2022-01-31T13:26:22Z
department:
- _id: '67'
language:
- iso: ger
page: '49'
publication: 9. Fachtagung Hochschuldidaktik Informatik (HDI)
status: public
title: Nutzung der Personas-Methode zum Umgang mit der Heterogenität von Informatik-Studierenden
type: journal_article
user_id: '21145'
year: '2021'
...
---
_id: '27499'
author:
- first_name: Lea
  full_name: Budde, Lea
  id: '32443'
  last_name: Budde
citation:
  ama: Budde L. <i>Entwicklung und Rekonstruktion einer interaktionsgeprägten Sichtweise
    auf das komplementäre Mensch-Maschine-Verhältnis</i>. University of Paderborn,
    Germany; 2021.
  apa: Budde, L. (2021). <i>Entwicklung und Rekonstruktion einer interaktionsgeprägten
    Sichtweise auf das komplementäre Mensch-Maschine-Verhältnis</i>. University of
    Paderborn, Germany.
  bibtex: '@book{Budde_2021, title={Entwicklung und Rekonstruktion einer interaktionsgeprägten
    Sichtweise auf das komplementäre Mensch-Maschine-Verhältnis}, publisher={University
    of Paderborn, Germany}, author={Budde, Lea}, year={2021} }'
  chicago: Budde, Lea. <i>Entwicklung und Rekonstruktion einer interaktionsgeprägten
    Sichtweise auf das komplementäre Mensch-Maschine-Verhältnis</i>. University of
    Paderborn, Germany, 2021.
  ieee: L. Budde, <i>Entwicklung und Rekonstruktion einer interaktionsgeprägten Sichtweise
    auf das komplementäre Mensch-Maschine-Verhältnis</i>. University of Paderborn,
    Germany, 2021.
  mla: Budde, Lea. <i>Entwicklung und Rekonstruktion einer interaktionsgeprägten Sichtweise
    auf das komplementäre Mensch-Maschine-Verhältnis</i>. University of Paderborn,
    Germany, 2021.
  short: L. Budde, Entwicklung und Rekonstruktion einer interaktionsgeprägten Sichtweise
    auf das komplementäre Mensch-Maschine-Verhältnis, University of Paderborn, Germany,
    2021.
date_created: 2021-11-16T08:48:22Z
date_updated: 2022-02-01T14:27:15Z
department:
- _id: '67'
language:
- iso: ger
publisher: University of Paderborn, Germany
status: public
title: Entwicklung und Rekonstruktion einer interaktionsgeprägten Sichtweise auf das
  komplementäre Mensch-Maschine-Verhältnis
type: dissertation
user_id: '21145'
year: '2021'
...
---
_id: '29720'
author:
- first_name: Don
  full_name: Passey, Don
  last_name: Passey
- first_name: Torsten
  full_name: Brinda, Torsten
  last_name: Brinda
- first_name: Bernard
  full_name: Cornu, Bernard
  last_name: Cornu
- first_name: Jaana
  full_name: Holvikivi, Jaana
  last_name: Holvikivi
- first_name: Cathy
  full_name: Lewin, Cathy
  last_name: Lewin
- first_name: Johannes
  full_name: Magenheim, Johannes
  last_name: Magenheim
- first_name: Raymond
  full_name: Morel, Raymond
  last_name: Morel
- first_name: Javier
  full_name: Osorio, Javier
  last_name: Osorio
- first_name: Arthur
  full_name: Tatnall, Arthur
  last_name: Tatnall
- first_name: Barrie
  full_name: Thompson, Barrie
  last_name: Thompson
- first_name: Mary
  full_name: Webb, Mary
  last_name: Webb
citation:
  ama: 'Passey D, Brinda T, Cornu B, et al. Computers and Education – Recognising
    Opportunities and Managing Challenges. In: Goedicke M, Neuhold E, Rannenberg K,
    eds. <i>Advancing Research in Information and Communication Technology</i>. Vol
    AICT-600. IFIP Advances in Information and Communication Technology. Springer,
    Cham; 2021:129-152. doi:<a href="https://doi.org/10.1007/978-3-030-81701-5_5">10.1007/978-3-030-81701-5_5</a>'
  apa: 'Passey, D., Brinda, T., Cornu, B., Holvikivi, J., Lewin, C., Magenheim, J.,
    Morel, R., Osorio, J., Tatnall, A., Thompson, B., &#38; Webb, M. (2021). Computers
    and Education – Recognising Opportunities and Managing Challenges. In M. Goedicke,
    E. Neuhold, &#38; K. Rannenberg (Eds.), <i>Advancing Research in Information and
    Communication Technology: Vol. AICT-600</i> (pp. 129–152). Springer, Cham. <a
    href="https://doi.org/10.1007/978-3-030-81701-5_5">https://doi.org/10.1007/978-3-030-81701-5_5</a>'
  bibtex: '@inbook{Passey_Brinda_Cornu_Holvikivi_Lewin_Magenheim_Morel_Osorio_Tatnall_Thompson_et
    al._2021, series={IFIP Advances in Information and Communication Technology},
    title={Computers and Education – Recognising Opportunities and Managing Challenges},
    volume={AICT-600}, DOI={<a href="https://doi.org/10.1007/978-3-030-81701-5_5">10.1007/978-3-030-81701-5_5</a>},
    booktitle={Advancing Research in Information and Communication Technology}, publisher={Springer,
    Cham}, author={Passey, Don and Brinda, Torsten and Cornu, Bernard and Holvikivi,
    Jaana and Lewin, Cathy and Magenheim, Johannes and Morel, Raymond and Osorio,
    Javier and Tatnall, Arthur and Thompson, Barrie and et al.}, editor={Goedicke,
    Michael and Neuhold, Erich  and Rannenberg, Kai}, year={2021}, pages={129–152},
    collection={IFIP Advances in Information and Communication Technology} }'
  chicago: Passey, Don, Torsten Brinda, Bernard Cornu, Jaana Holvikivi, Cathy Lewin,
    Johannes Magenheim, Raymond Morel, et al. “Computers and Education – Recognising
    Opportunities and Managing Challenges.” In <i>Advancing Research in Information
    and Communication Technology</i>, edited by Michael Goedicke, Erich  Neuhold,
    and Kai Rannenberg, AICT-600:129–52. IFIP Advances in Information and Communication
    Technology. Springer, Cham, 2021. <a href="https://doi.org/10.1007/978-3-030-81701-5_5">https://doi.org/10.1007/978-3-030-81701-5_5</a>.
  ieee: D. Passey <i>et al.</i>, “Computers and Education – Recognising Opportunities
    and Managing Challenges,” in <i>Advancing Research in Information and Communication
    Technology</i>, vol. AICT-600, M. Goedicke, E. Neuhold, and K. Rannenberg, Eds.
    Springer, Cham, 2021, pp. 129–152.
  mla: Passey, Don, et al. “Computers and Education – Recognising Opportunities and
    Managing Challenges.” <i>Advancing Research in Information and Communication Technology</i>,
    edited by Michael Goedicke et al., vol. AICT-600, Springer, Cham, 2021, pp. 129–52,
    doi:<a href="https://doi.org/10.1007/978-3-030-81701-5_5">10.1007/978-3-030-81701-5_5</a>.
  short: 'D. Passey, T. Brinda, B. Cornu, J. Holvikivi, C. Lewin, J. Magenheim, R.
    Morel, J. Osorio, A. Tatnall, B. Thompson, M. Webb, in: M. Goedicke, E. Neuhold,
    K. Rannenberg (Eds.), Advancing Research in Information and Communication Technology,
    Springer, Cham, 2021, pp. 129–152.'
conference:
  name: IFIP International Federation for Information Processing 2021
date_created: 2022-02-02T08:24:58Z
date_updated: 2022-02-02T12:00:18Z
department:
- _id: '67'
doi: 10.1007/978-3-030-81701-5_5
editor:
- first_name: Michael
  full_name: Goedicke, Michael
  last_name: Goedicke
- first_name: 'Erich '
  full_name: 'Neuhold, Erich '
  last_name: Neuhold
- first_name: Kai
  full_name: Rannenberg, Kai
  last_name: Rannenberg
keyword:
- Educational technologies
- Education and technologies
- Digital technologies and education
- Information technologies
- Communication technologies
- Educational technologies and research
- Educational technologies and pedagogical practices
- Educational technologies and policy
- Educational management and technologies
- Professional development and educational technologies
language:
- iso: eng
page: 129-152
publication: Advancing Research in Information and Communication Technology
publication_identifier:
  eissn:
  - 1868-422X
  isbn:
  - 978-3-030-81700-8
publisher: Springer, Cham
series_title: IFIP Advances in Information and Communication Technology
status: public
title: Computers and Education – Recognising Opportunities and Managing Challenges
type: book_chapter
user_id: '21145'
volume: AICT-600
year: '2021'
...
---
_id: '24456'
abstract:
- lang: eng
  text: One objective of current research in explainable intelligent systems is to
    implement social aspects in order to increase the relevance of explanations. In
    this paper, we argue that a novel conceptual framework is needed to overcome shortcomings
    of existing AI systems with little attention to processes of interaction and learning.
    Drawing from research in interaction and development, we first outline the novel
    conceptual framework that pushes the design of AI systems toward true interactivity
    with an emphasis on the role of the partner and social relevance. We propose that
    AI systems will be able to provide a meaningful and relevant explanation only
    if the process of explaining is extended to active contribution of both partners
    that brings about dynamics that is modulated by different levels of analysis.
    Accordingly, our conceptual framework comprises monitoring and scaffolding as
    key concepts and claims that the process of explaining is not only modulated by
    the interaction between explainee and explainer but is embedded into a larger
    social context in which conventionalized and routinized behaviors are established.
    We discuss our conceptual framework in relation to the established objectives
    of transparency and autonomy that are raised for the design of explainable AI
    systems currently.
article_type: original
author:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
- first_name: Philipp
  full_name: Cimiano, Philipp
  last_name: Cimiano
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  id: '451'
  last_name: Scharlau
  orcid: 0000-0003-2364-9489
- first_name: Tobias
  full_name: Matzner, Tobias
  id: '65695'
  last_name: Matzner
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  last_name: Buschmeier
- first_name: Elena
  full_name: Esposito, Elena
  last_name: Esposito
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Ilona
  full_name: Horwath, Ilona
  id: '68836'
  last_name: Horwath
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Friederike
  full_name: Kern, Friederike
  last_name: Kern
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
citation:
  ama: 'Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice:
    Toward a Conceptual Framework for the Social Design of AI Systems. <i>IEEE Transactions
    on Cognitive and Developmental Systems</i>. 2021;13(3):717-728. doi:<a href="https://doi.org/10.1109/tcds.2020.3044366">10.1109/tcds.2020.3044366</a>'
  apa: 'Rohlfing, K. J., Cimiano, P., Scharlau, I., Matzner, T., Buhl, H. M., Buschmeier,
    H., Esposito, E., Grimminger, A., Hammer, B., Haeb-Umbach, R., Horwath, I., Hüllermeier,
    E., Kern, F., Kopp, S., Thommes, K., Ngonga Ngomo, A.-C., Schulte, C., Wachsmuth,
    H., Wagner, P., &#38; Wrede, B. (2021). Explanation as a Social Practice: Toward
    a Conceptual Framework for the Social Design of AI Systems. <i>IEEE Transactions
    on Cognitive and Developmental Systems</i>, <i>13</i>(3), 717–728. <a href="https://doi.org/10.1109/tcds.2020.3044366">https://doi.org/10.1109/tcds.2020.3044366</a>'
  bibtex: '@article{Rohlfing_Cimiano_Scharlau_Matzner_Buhl_Buschmeier_Esposito_Grimminger_Hammer_Haeb-Umbach_et
    al._2021, title={Explanation as a Social Practice: Toward a Conceptual Framework
    for the Social Design of AI Systems}, volume={13}, DOI={<a href="https://doi.org/10.1109/tcds.2020.3044366">10.1109/tcds.2020.3044366</a>},
    number={3}, journal={IEEE Transactions on Cognitive and Developmental Systems},
    author={Rohlfing, Katharina J. and Cimiano, Philipp and Scharlau, Ingrid and Matzner,
    Tobias and Buhl, Heike M. and Buschmeier, Hendrik and Esposito, Elena and Grimminger,
    Angela and Hammer, Barbara and Haeb-Umbach, Reinhold and et al.}, year={2021},
    pages={717–728} }'
  chicago: 'Rohlfing, Katharina J., Philipp Cimiano, Ingrid Scharlau, Tobias Matzner,
    Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, et al. “Explanation as a Social
    Practice: Toward a Conceptual Framework for the Social Design of AI Systems.”
    <i>IEEE Transactions on Cognitive and Developmental Systems</i> 13, no. 3 (2021):
    717–28. <a href="https://doi.org/10.1109/tcds.2020.3044366">https://doi.org/10.1109/tcds.2020.3044366</a>.'
  ieee: 'K. J. Rohlfing <i>et al.</i>, “Explanation as a Social Practice: Toward a
    Conceptual Framework for the Social Design of AI Systems,” <i>IEEE Transactions
    on Cognitive and Developmental Systems</i>, vol. 13, no. 3, pp. 717–728, 2021,
    doi: <a href="https://doi.org/10.1109/tcds.2020.3044366">10.1109/tcds.2020.3044366</a>.'
  mla: 'Rohlfing, Katharina J., et al. “Explanation as a Social Practice: Toward a
    Conceptual Framework for the Social Design of AI Systems.” <i>IEEE Transactions
    on Cognitive and Developmental Systems</i>, vol. 13, no. 3, 2021, pp. 717–28,
    doi:<a href="https://doi.org/10.1109/tcds.2020.3044366">10.1109/tcds.2020.3044366</a>.'
  short: K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier,
    E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier,
    F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P.
    Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13
    (2021) 717–728.
date_created: 2021-09-14T20:52:57Z
date_updated: 2023-12-05T10:15:02Z
ddc:
- '300'
department:
- _id: '603'
- _id: '749'
- _id: '424'
- _id: '67'
- _id: '574'
- _id: '184'
- _id: '757'
- _id: '54'
- _id: '178'
doi: 10.1109/tcds.2020.3044366
file:
- access_level: open_access
  content_type: application/pdf
  creator: haebumb
  date_created: 2023-11-20T16:33:51Z
  date_updated: 2023-11-20T16:33:51Z
  file_id: '49081'
  file_name: 2020-12-01_explainability_final_version.pdf
  file_size: 626217
  relation: main_file
file_date_updated: 2023-11-20T16:33:51Z
has_accepted_license: '1'
intvolume: '        13'
issue: '3'
keyword:
- Explainability
- process ofexplaining andunderstanding
- explainable artificial systems
language:
- iso: eng
oa: '1'
page: 717-728
project:
- _id: '109'
  grant_number: '438445824'
  name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: IEEE Transactions on Cognitive and Developmental Systems
publication_identifier:
  issn:
  - 2379-8920
  - 2379-8939
publication_status: published
quality_controlled: '1'
status: public
title: 'Explanation as a Social Practice: Toward a Conceptual Framework for the Social
  Design of AI Systems'
type: journal_article
user_id: '42933'
volume: 13
year: '2021'
...
---
_id: '29702'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Sven
  full_name: Hüsing, Sven
  id: '58465'
  last_name: Hüsing
- first_name: Hülya
  full_name: Malatyali, Hülya
  id: '4076'
  last_name: Malatyali
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Lea
  full_name: Budde, Lea
  id: '32443'
  last_name: Budde
citation:
  ama: Höper L, Hüsing S, Malatyali H, Schulte C, Budde L. Methodik für Datenprojekte
    im Informatikunterricht. <i>LOG IN</i>. 2021;41(1):31-38.
  apa: Höper, L., Hüsing, S., Malatyali, H., Schulte, C., &#38; Budde, L. (2021).
    Methodik für Datenprojekte im Informatikunterricht. <i>LOG IN</i>, <i>41</i>(1),
    31–38.
  bibtex: '@article{Höper_Hüsing_Malatyali_Schulte_Budde_2021, title={Methodik für
    Datenprojekte im Informatikunterricht}, volume={41}, number={1}, journal={LOG
    IN}, publisher={LOG IN Verlag}, author={Höper, Lukas and Hüsing, Sven and Malatyali,
    Hülya and Schulte, Carsten and Budde, Lea}, year={2021}, pages={31–38} }'
  chicago: 'Höper, Lukas, Sven Hüsing, Hülya Malatyali, Carsten Schulte, and Lea Budde.
    “Methodik Für Datenprojekte Im Informatikunterricht.” <i>LOG IN</i> 41, no. 1
    (2021): 31–38.'
  ieee: L. Höper, S. Hüsing, H. Malatyali, C. Schulte, and L. Budde, “Methodik für
    Datenprojekte im Informatikunterricht,” <i>LOG IN</i>, vol. 41, no. 1, pp. 31–38,
    2021.
  mla: Höper, Lukas, et al. “Methodik Für Datenprojekte Im Informatikunterricht.”
    <i>LOG IN</i>, vol. 41, no. 1, LOG IN Verlag, 2021, pp. 31–38.
  short: L. Höper, S. Hüsing, H. Malatyali, C. Schulte, L. Budde, LOG IN 41 (2021)
    31–38.
date_created: 2022-01-31T12:18:52Z
date_updated: 2024-09-05T12:01:29Z
ddc:
- '370'
department:
- _id: '67'
file:
- access_level: open_access
  content_type: application/pdf
  creator: hoeper
  date_created: 2024-09-05T11:58:59Z
  date_updated: 2024-09-05T12:01:29Z
  file_id: '56076'
  file_name: Höper et al_2021_Methodik für Datenprojekte im Informatikunterricht.pdf
  file_size: 179106
  relation: main_file
file_date_updated: 2024-09-05T12:01:29Z
has_accepted_license: '1'
intvolume: '        41'
issue: '1'
language:
- iso: eng
oa: '1'
page: 31-38
publication: LOG IN
publisher: LOG IN Verlag
status: public
title: Methodik für Datenprojekte im Informatikunterricht
type: journal_article
user_id: '58041'
volume: 41
year: '2021'
...
---
_id: '29710'
author:
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Lukas
  full_name: Höper, Lukas
  last_name: Höper
- first_name: Yannik
  full_name: Fleischer, Yannik
  last_name: Fleischer
- first_name: Sven
  full_name: Hüsing, Sven
  id: '58465'
  last_name: Hüsing
- first_name: Carsten
  full_name: Schulte, Carsten
  last_name: Schulte
citation:
  ama: Podworny S, Höper L, Fleischer Y, Hüsing S, Schulte C. Data Science ab Klasse
    5–Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein.
    <i>INFOS 2021–19 GI-Fachtagung Informatik und Schule</i>. Published online 2021.
  apa: Podworny, S., Höper, L., Fleischer, Y., Hüsing, S., &#38; Schulte, C. (2021).
    Data Science ab Klasse 5–Konkrete Unterrichtsvorschläge für künstliche Intelligenz
    unplugged und Datenbewusstsein. <i>INFOS 2021–19. GI-Fachtagung Informatik Und
    Schule</i>.
  bibtex: '@article{Podworny_Höper_Fleischer_Hüsing_Schulte_2021, title={Data Science
    ab Klasse 5–Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged
    und Datenbewusstsein}, journal={INFOS 2021–19. GI-Fachtagung Informatik und Schule},
    publisher={Gesellschaft für Informatik, Bonn}, author={Podworny, Susanne and Höper,
    Lukas and Fleischer, Yannik and Hüsing, Sven and Schulte, Carsten}, year={2021}
    }'
  chicago: Podworny, Susanne, Lukas Höper, Yannik Fleischer, Sven Hüsing, and Carsten
    Schulte. “Data Science Ab Klasse 5–Konkrete Unterrichtsvorschläge Für Künstliche
    Intelligenz Unplugged Und Datenbewusstsein.” <i>INFOS 2021–19. GI-Fachtagung Informatik
    Und Schule</i>, 2021.
  ieee: S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, and C. Schulte, “Data Science
    ab Klasse 5–Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged
    und Datenbewusstsein,” <i>INFOS 2021–19. GI-Fachtagung Informatik und Schule</i>,
    2021.
  mla: Podworny, Susanne, et al. “Data Science Ab Klasse 5–Konkrete Unterrichtsvorschläge
    Für Künstliche Intelligenz Unplugged Und Datenbewusstsein.” <i>INFOS 2021–19.
    GI-Fachtagung Informatik Und Schule</i>, Gesellschaft für Informatik, Bonn, 2021.
  short: S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, C. Schulte, INFOS 2021–19.
    GI-Fachtagung Informatik Und Schule (2021).
date_created: 2022-01-31T14:08:16Z
date_updated: 2023-01-30T12:10:43Z
department:
- _id: '67'
language:
- iso: eng
publication: INFOS 2021–19. GI-Fachtagung Informatik und Schule
publisher: Gesellschaft für Informatik, Bonn
status: public
title: Data Science ab Klasse 5–Konkrete Unterrichtsvorschläge für künstliche Intelligenz
  unplugged und Datenbewusstsein
type: journal_article
user_id: '58465'
year: '2021'
...
---
_id: '29712'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  last_name: Höper
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Sven
  full_name: Hüsing, Sven
  id: '58465'
  last_name: Hüsing
- first_name: Carsten
  full_name: Schulte, Carsten
  last_name: Schulte
- first_name: Yannik
  full_name: Fleischer, Yannik
  last_name: Fleischer
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Hülya
  full_name: Malatyali, Hülya
  last_name: Malatyali
citation:
  ama: Höper L, Podworny S, Hüsing S, et al. Zur neuen Bedeutung von Daten in Data
    Science und künstlicher Intelligenz. <i>INFOS 2021–19 GI-Fachtagung Informatik
    und Schule</i>. Published online 2021.
  apa: Höper, L., Podworny, S., Hüsing, S., Schulte, C., Fleischer, Y., Biehler, R.,
    Frischemeier, D., &#38; Malatyali, H. (2021). Zur neuen Bedeutung von Daten in
    Data Science und künstlicher Intelligenz. <i>INFOS 2021–19. GI-Fachtagung Informatik
    Und Schule</i>.
  bibtex: '@article{Höper_Podworny_Hüsing_Schulte_Fleischer_Biehler_Frischemeier_Malatyali_2021,
    title={Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz},
    journal={INFOS 2021–19. GI-Fachtagung Informatik und Schule}, publisher={Gesellschaft
    für Informatik, Bonn}, author={Höper, Lukas and Podworny, Susanne and Hüsing,
    Sven and Schulte, Carsten and Fleischer, Yannik and Biehler, Rolf and Frischemeier,
    Daniel and Malatyali, Hülya}, year={2021} }'
  chicago: Höper, Lukas, Susanne Podworny, Sven Hüsing, Carsten Schulte, Yannik Fleischer,
    Rolf Biehler, Daniel Frischemeier, and Hülya Malatyali. “Zur Neuen Bedeutung von
    Daten in Data Science Und Künstlicher Intelligenz.” <i>INFOS 2021–19. GI-Fachtagung
    Informatik Und Schule</i>, 2021.
  ieee: L. Höper <i>et al.</i>, “Zur neuen Bedeutung von Daten in Data Science und
    künstlicher Intelligenz,” <i>INFOS 2021–19. GI-Fachtagung Informatik und Schule</i>,
    2021.
  mla: Höper, Lukas, et al. “Zur Neuen Bedeutung von Daten in Data Science Und Künstlicher
    Intelligenz.” <i>INFOS 2021–19. GI-Fachtagung Informatik Und Schule</i>, Gesellschaft
    für Informatik, Bonn, 2021.
  short: L. Höper, S. Podworny, S. Hüsing, C. Schulte, Y. Fleischer, R. Biehler, D.
    Frischemeier, H. Malatyali, INFOS 2021–19. GI-Fachtagung Informatik Und Schule
    (2021).
date_created: 2022-01-31T14:14:03Z
date_updated: 2023-01-30T12:10:23Z
department:
- _id: '67'
language:
- iso: eng
publication: INFOS 2021–19. GI-Fachtagung Informatik und Schule
publisher: Gesellschaft für Informatik, Bonn
status: public
title: Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz
type: journal_article
user_id: '58465'
year: '2021'
...
---
_id: '40512'
author:
- first_name: Sven
  full_name: Hüsing, Sven
  id: '58465'
  last_name: Hüsing
- first_name: Niklas
  full_name: Weiser, Niklas
  last_name: Weiser
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Hüsing S, Weiser N, Biehler R. Faszination 3D-Film: Entwicklung einer 3D-Konstruktion.
    <i>mathematik lehren</i>. 2021;2021(228):23–27.'
  apa: 'Hüsing, S., Weiser, N., &#38; Biehler, R. (2021). Faszination 3D-Film: Entwicklung
    einer 3D-Konstruktion. <i>Mathematik Lehren</i>, <i>2021</i>(228), 23–27.'
  bibtex: '@article{Hüsing_Weiser_Biehler_2021, title={Faszination 3D-Film: Entwicklung
    einer 3D-Konstruktion}, volume={2021}, number={228}, journal={mathematik lehren},
    publisher={Friedrich Verlag}, author={Hüsing, Sven and Weiser, Niklas and Biehler,
    Rolf}, year={2021}, pages={23–27} }'
  chicago: 'Hüsing, Sven, Niklas Weiser, and Rolf Biehler. “Faszination 3D-Film: Entwicklung
    Einer 3D-Konstruktion.” <i>Mathematik Lehren</i> 2021, no. 228 (2021): 23–27.'
  ieee: 'S. Hüsing, N. Weiser, and R. Biehler, “Faszination 3D-Film: Entwicklung einer
    3D-Konstruktion,” <i>mathematik lehren</i>, vol. 2021, no. 228, pp. 23–27, 2021.'
  mla: 'Hüsing, Sven, et al. “Faszination 3D-Film: Entwicklung Einer 3D-Konstruktion.”
    <i>Mathematik Lehren</i>, vol. 2021, no. 228, Friedrich Verlag, 2021, pp. 23–27.'
  short: S. Hüsing, N. Weiser, R. Biehler, Mathematik Lehren 2021 (2021) 23–27.
date_created: 2023-01-27T12:35:37Z
date_updated: 2023-01-27T12:35:52Z
department:
- _id: '67'
intvolume: '      2021'
issue: '228'
language:
- iso: eng
page: 23–27
publication: mathematik lehren
publisher: Friedrich Verlag
status: public
title: 'Faszination 3D-Film: Entwicklung einer 3D-Konstruktion'
type: journal_article
user_id: '58465'
volume: 2021
year: '2021'
...
---
_id: '29706'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Höper L, Schulte C. Datenbewusstsein im Kontext digitaler Kompetenzen für
    einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten. In: Gesellschaft
    für Informatik e.V., ed. <i>51. Jahrestagung Der Gesellschaft Für Informatik,
    INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin, Germany, 27.
    September - 1. Oktober, 2021</i>. Lecture Notes in Informatics. Gesellschaft für
    Informatik; 2021:1623-1632. doi:<a href="https://doi.org/10.18420/informatik2021-136">10.18420/informatik2021-136</a>'
  apa: Höper, L., &#38; Schulte, C. (2021). Datenbewusstsein im Kontext digitaler
    Kompetenzen für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten.
    In Gesellschaft für Informatik e.V. (Ed.), <i>51. Jahrestagung der Gesellschaft
    für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability, Berlin,
    Germany, 27. September - 1. Oktober, 2021</i> (pp. 1623–1632). Gesellschaft für
    Informatik. <a href="https://doi.org/10.18420/informatik2021-136">https://doi.org/10.18420/informatik2021-136</a>
  bibtex: '@inproceedings{Höper_Schulte_2021, place={Bonn}, series={Lecture Notes
    in Informatics}, title={Datenbewusstsein im Kontext digitaler Kompetenzen für
    einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten}, DOI={<a
    href="https://doi.org/10.18420/informatik2021-136">10.18420/informatik2021-136</a>},
    booktitle={51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 -
    Computer Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober,
    2021}, publisher={Gesellschaft für Informatik}, author={Höper, Lukas and Schulte,
    Carsten}, editor={Gesellschaft für Informatik e.V.}, year={2021}, pages={1623–1632},
    collection={Lecture Notes in Informatics} }'
  chicago: 'Höper, Lukas, and Carsten Schulte. “Datenbewusstsein Im Kontext Digitaler
    Kompetenzen Für Einen Selbstbestimmten Umgang Mit Datengetriebenen Digitalen Artefakten.”
    In <i>51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer
    Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>,
    edited by Gesellschaft für Informatik e.V., 1623–32. Lecture Notes in Informatics.
    Bonn: Gesellschaft für Informatik, 2021. <a href="https://doi.org/10.18420/informatik2021-136">https://doi.org/10.18420/informatik2021-136</a>.'
  ieee: 'L. Höper and C. Schulte, “Datenbewusstsein im Kontext digitaler Kompetenzen
    für einen selbstbestimmten Umgang mit datengetriebenen digitalen Artefakten,”
    in <i>51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer
    Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>,
    Bonn, 2021, pp. 1623–1632, doi: <a href="https://doi.org/10.18420/informatik2021-136">10.18420/informatik2021-136</a>.'
  mla: Höper, Lukas, and Carsten Schulte. “Datenbewusstsein Im Kontext Digitaler Kompetenzen
    Für Einen Selbstbestimmten Umgang Mit Datengetriebenen Digitalen Artefakten.”
    <i>51. Jahrestagung Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer
    Science &#38; Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021</i>,
    edited by Gesellschaft für Informatik e.V., Gesellschaft für Informatik, 2021,
    pp. 1623–32, doi:<a href="https://doi.org/10.18420/informatik2021-136">10.18420/informatik2021-136</a>.
  short: 'L. Höper, C. Schulte, in: Gesellschaft für Informatik e.V. (Ed.), 51. Jahrestagung
    Der Gesellschaft Für Informatik, INFORMATIK 2021 - Computer Science &#38; Sustainability,
    Berlin, Germany, 27. September - 1. Oktober, 2021, Gesellschaft für Informatik,
    Bonn, 2021, pp. 1623–1632.'
conference:
  location: Bonn
  name: INFORMATIK 2021
corporate_editor:
- Gesellschaft für Informatik e.V.
date_created: 2022-01-31T12:24:44Z
date_updated: 2024-09-16T08:32:09Z
department:
- _id: '67'
doi: 10.18420/informatik2021-136
language:
- iso: eng
page: 1623-1632
place: Bonn
publication: 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer
  Science & Sustainability, Berlin, Germany, 27. September - 1. Oktober, 2021
publication_identifier:
  isbn:
  - 978-3-88579-708-1
publisher: Gesellschaft für Informatik
quality_controlled: '1'
series_title: Lecture Notes in Informatics
status: public
title: Datenbewusstsein im Kontext digitaler Kompetenzen für einen selbstbestimmten
  Umgang mit datengetriebenen digitalen Artefakten
type: conference
user_id: '58041'
year: '2021'
...
---
_id: '27491'
abstract:
- lang: eng
  text: ' Students often have a lack of understanding and awareness of where, how,
    and why personal data about them is collected and processed. Especially, when
    interacting with data-driven digital artifacts, an appropriate perception of the
    data collection and processing is necessary for self-determination. This dissertation
    deals with the development and evaluation of a concept called data awareness which
    aims to foster students’ self-determination interacting with data-driven digital
    artifacts.'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
citation:
  ama: 'Höper L. Developing and Evaluating the Concept Data Awareness for K12 Computing
    Education. In: <i>21st Koli Calling International Conference on Computing Education
    Research</i>. Koli Calling ’21. Association for Computing Machinery; 2021. doi:<a
    href="https://doi.org/10.1145/3488042.3490509">10.1145/3488042.3490509</a>'
  apa: Höper, L. (2021). Developing and Evaluating the Concept Data Awareness for
    K12 Computing Education. <i>21st Koli Calling International Conference on Computing
    Education Research</i>. <a href="https://doi.org/10.1145/3488042.3490509">https://doi.org/10.1145/3488042.3490509</a>
  bibtex: '@inproceedings{Höper_2021, place={New York, NY, USA}, series={Koli Calling
    ’21}, title={Developing and Evaluating the Concept Data Awareness for K12 Computing
    Education}, DOI={<a href="https://doi.org/10.1145/3488042.3490509">10.1145/3488042.3490509</a>},
    booktitle={21st Koli Calling International Conference on Computing Education Research},
    publisher={Association for Computing Machinery}, author={Höper, Lukas}, year={2021},
    collection={Koli Calling ’21} }'
  chicago: 'Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for
    K12 Computing Education.” In <i>21st Koli Calling International Conference on
    Computing Education Research</i>. Koli Calling ’21. New York, NY, USA: Association
    for Computing Machinery, 2021. <a href="https://doi.org/10.1145/3488042.3490509">https://doi.org/10.1145/3488042.3490509</a>.'
  ieee: 'L. Höper, “Developing and Evaluating the Concept Data Awareness for K12 Computing
    Education,” 2021, doi: <a href="https://doi.org/10.1145/3488042.3490509">10.1145/3488042.3490509</a>.'
  mla: Höper, Lukas. “Developing and Evaluating the Concept Data Awareness for K12
    Computing Education.” <i>21st Koli Calling International Conference on Computing
    Education Research</i>, Association for Computing Machinery, 2021, doi:<a href="https://doi.org/10.1145/3488042.3490509">10.1145/3488042.3490509</a>.
  short: 'L. Höper, in: 21st Koli Calling International Conference on Computing Education
    Research, Association for Computing Machinery, New York, NY, USA, 2021.'
date_created: 2021-11-16T07:59:49Z
date_updated: 2024-09-16T08:32:39Z
department:
- _id: '67'
doi: 10.1145/3488042.3490509
keyword:
- data awareness
- machine learning
- data science education
- data-driven digital artifacts
- artificial intelligence
language:
- iso: eng
place: New York, NY, USA
publication: 21st Koli Calling International Conference on Computing Education Research
publication_identifier:
  isbn:
  - '9781450384889'
publisher: Association for Computing Machinery
quality_controlled: '1'
series_title: Koli Calling '21
status: public
title: Developing and Evaluating the Concept Data Awareness for K12 Computing Education
type: conference
user_id: '58041'
year: '2021'
...
---
_id: '25520'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Sven
  full_name: Hüsing, Sven
  last_name: Hüsing
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Yannik
  full_name: Fleischer, Yannik
  last_name: Fleischer
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Hülya
  full_name: Malatyali, Hülya
  id: '4076'
  last_name: Malatyali
citation:
  ama: 'Höper L, Podworny S, Hüsing S, et al. Zur neuen Bedeutung von Daten in Data
    Science und künstlicher Intelligenz. In: Humbert L, ed. <i>19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>. Vol P-313.
    LOG IN. Gesellschaft für Informatik, Bonn; 2021:345. doi:<a href="https://doi.org/10.18420/infos2021\_a230">10.18420/infos2021\_a230</a>'
  apa: 'Höper, L., Podworny, S., Hüsing, S., Schulte, C., Fleischer, Y., Biehler,
    R., Frischemeier, D., &#38; Malatyali, H. (2021). Zur neuen Bedeutung von Daten
    in Data Science und künstlicher Intelligenz. In L. Humbert (Ed.), <i>19. GI-Fachtagung
    Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol.
    P-313</i> (p. 345). Gesellschaft für Informatik, Bonn. <a href="https://doi.org/10.18420/infos2021\_a230">https://doi.org/10.18420/infos2021\_a230</a>'
  bibtex: '@inproceedings{Höper_Podworny_Hüsing_Schulte_Fleischer_Biehler_Frischemeier_Malatyali_2021,
    series={LOG IN}, title={Zur neuen Bedeutung von Daten in Data Science und künstlicher
    Intelligenz}, volume={P-313}, DOI={<a href="https://doi.org/10.18420/infos2021\_a230">10.18420/infos2021\_a230</a>},
    booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
    September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Höper,
    Lukas and Podworny, Susanne and Hüsing, Sven and Schulte, Carsten and Fleischer,
    Yannik and Biehler, Rolf and Frischemeier, Daniel and Malatyali, Hülya}, editor={Humbert,
    Ludger}, year={2021}, pages={345}, collection={LOG IN} }'
  chicago: Höper, Lukas, Susanne Podworny, Sven Hüsing, Carsten Schulte, Yannik Fleischer,
    Rolf Biehler, Daniel Frischemeier, and Hülya Malatyali. “Zur neuen Bedeutung von
    Daten in Data Science und künstlicher Intelligenz.” In <i>19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by
    Ludger Humbert, P-313:345. LOG IN. Gesellschaft für Informatik, Bonn, 2021. <a
    href="https://doi.org/10.18420/infos2021\_a230">https://doi.org/10.18420/infos2021\_a230</a>.
  ieee: 'L. Höper <i>et al.</i>, “Zur neuen Bedeutung von Daten in Data Science und
    künstlicher Intelligenz,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS
    2021, Wuppertal, Germany, September 8-10, 2021</i>, 2021, vol. P-313, p. 345,
    doi: <a href="https://doi.org/10.18420/infos2021\_a230">10.18420/infos2021\_a230</a>.'
  mla: Höper, Lukas, et al. “Zur neuen Bedeutung von Daten in Data Science und künstlicher
    Intelligenz.” <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal,
    Germany, September 8-10, 2021</i>, edited by Ludger Humbert, vol. P-313, Gesellschaft
    für Informatik, Bonn, 2021, p. 345, doi:<a href="https://doi.org/10.18420/infos2021\_a230">10.18420/infos2021\_a230</a>.
  short: 'L. Höper, S. Podworny, S. Hüsing, C. Schulte, Y. Fleischer, R. Biehler,
    D. Frischemeier, H. Malatyali, in: L. Humbert (Ed.), 19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, Gesellschaft
    für Informatik, Bonn, 2021, p. 345.'
date_created: 2021-10-05T13:47:13Z
date_updated: 2024-09-16T08:31:48Z
department:
- _id: '67'
doi: 10.18420/infos2021\_a230
editor:
- first_name: Ludger
  full_name: Humbert, Ludger
  last_name: Humbert
language:
- iso: ger
page: '345'
publication: 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
  September 8-10, 2021
publication_identifier:
  isbn:
  - 978-3-88579-707-4
publisher: Gesellschaft für Informatik, Bonn
quality_controlled: '1'
series_title: LOG IN
status: public
title: Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz
type: conference
user_id: '58041'
volume: P-313
year: '2021'
...
---
_id: '25523'
author:
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Yannik
  full_name: Fleischer, Yannik
  last_name: Fleischer
- first_name: Sven
  full_name: Hüsing, Sven
  last_name: Hüsing
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Podworny S, Höper L, Fleischer Y, Hüsing S, Schulte C. Data Science ab Klasse
    5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged und Datenbewusstsein.
    In: Humbert L, ed. <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal,
    Germany, September 8-10, 2021</i>. Vol {P-313. LNI. Gesellschaft für Informatik,
    Bonn; 2021:327. doi:<a href="https://doi.org/10.18420/infos2021\_w278">10.18420/infos2021\_w278</a>'
  apa: 'Podworny, S., Höper, L., Fleischer, Y., Hüsing, S., &#38; Schulte, C. (2021).
    Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz
    unplugged und Datenbewusstsein. In L. Humbert (Ed.), <i>19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol. {P-313</i>
    (p. 327). Gesellschaft für Informatik, Bonn. <a href="https://doi.org/10.18420/infos2021\_w278">https://doi.org/10.18420/infos2021\_w278</a>'
  bibtex: '@inproceedings{Podworny_Höper_Fleischer_Hüsing_Schulte_2021, series={LNI},
    title={Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche
    Intelligenz unplugged und Datenbewusstsein}, volume={{P-313}, DOI={<a href="https://doi.org/10.18420/infos2021\_w278">10.18420/infos2021\_w278</a>},
    booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
    September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Podworny,
    Susanne and Höper, Lukas and Fleischer, Yannik and Hüsing, Sven and Schulte, Carsten},
    editor={Humbert, Ludger}, year={2021}, pages={327}, collection={LNI} }'
  chicago: Podworny, Susanne, Lukas Höper, Yannik Fleischer, Sven Hüsing, and Carsten
    Schulte. “Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche
    Intelligenz unplugged und Datenbewusstsein.” In <i>19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>, edited by
    Ludger Humbert, {P-313:327. LNI. Gesellschaft für Informatik, Bonn, 2021. <a href="https://doi.org/10.18420/infos2021\_w278">https://doi.org/10.18420/infos2021\_w278</a>.
  ieee: 'S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, and C. Schulte, “Data Science
    ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz unplugged
    und Datenbewusstsein,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021,
    Wuppertal, Germany, September 8-10, 2021</i>, 2021, vol. {P-313, p. 327, doi:
    <a href="https://doi.org/10.18420/infos2021\_w278">10.18420/infos2021\_w278</a>.'
  mla: Podworny, Susanne, et al. “Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge
    für künstliche Intelligenz unplugged und Datenbewusstsein.” <i>19. GI-Fachtagung
    Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021</i>,
    edited by Ludger Humbert, vol. {P-313, Gesellschaft für Informatik, Bonn, 2021,
    p. 327, doi:<a href="https://doi.org/10.18420/infos2021\_w278">10.18420/infos2021\_w278</a>.
  short: 'S. Podworny, L. Höper, Y. Fleischer, S. Hüsing, C. Schulte, in: L. Humbert
    (Ed.), 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
    September 8-10, 2021, Gesellschaft für Informatik, Bonn, 2021, p. 327.'
date_created: 2021-10-05T14:04:36Z
date_updated: 2024-09-16T08:32:51Z
department:
- _id: '67'
doi: 10.18420/infos2021\_w278
editor:
- first_name: Ludger
  full_name: Humbert, Ludger
  last_name: Humbert
language:
- iso: ger
page: '327'
publication: 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
  September 8-10, 2021
publisher: Gesellschaft für Informatik, Bonn
quality_controlled: '1'
series_title: LNI
status: public
title: Data Science ab Klasse 5 - Konkrete Unterrichtsvorschläge für künstliche Intelligenz
  unplugged und Datenbewusstsein
type: conference
user_id: '58041'
volume: '{P-313'
year: '2021'
...
---
_id: '27493'
author:
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Yannik
  full_name: Fleischer, Yannik
  last_name: Fleischer
- first_name: Sven
  full_name: Hüsing, Sven
  id: '58465'
  last_name: Hüsing
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Podworny S, Fleischer Y, Hüsing S, et al. Using data cards for teaching data
    based decision trees in middle school. In: Seppälä O, Petersen A, eds. <i>Koli
    Calling ’21: 21st Koli Calling International Conference on Computing Education
    Research, Joensuu, Finland, November 18 - 21, 2021</i>. ACM; 2021:39:1-39:3. doi:<a
    href="https://doi.org/10.1145/3488042.3489966">10.1145/3488042.3489966</a>'
  apa: 'Podworny, S., Fleischer, Y., Hüsing, S., Biehler, R., Frischemeier, D., Höper,
    L., &#38; Schulte, C. (2021). Using data cards for teaching data based decision
    trees in middle school. In O. Seppälä &#38; A. Petersen (Eds.), <i>Koli Calling
    ’21: 21st Koli Calling International Conference on Computing Education Research,
    Joensuu, Finland, November 18 - 21, 2021</i> (p. 39:1-39:3). ACM. <a href="https://doi.org/10.1145/3488042.3489966">https://doi.org/10.1145/3488042.3489966</a>'
  bibtex: '@inproceedings{Podworny_Fleischer_Hüsing_Biehler_Frischemeier_Höper_Schulte_2021,
    title={Using data cards for teaching data based decision trees in middle school},
    DOI={<a href="https://doi.org/10.1145/3488042.3489966">10.1145/3488042.3489966</a>},
    booktitle={Koli Calling ’21: 21st Koli Calling International Conference on Computing
    Education Research, Joensuu, Finland, November 18 - 21, 2021}, publisher={ACM},
    author={Podworny, Susanne and Fleischer, Yannik and Hüsing, Sven and Biehler,
    Rolf and Frischemeier, Daniel and Höper, Lukas and Schulte, Carsten}, editor={Seppälä,
    Otto and Petersen, Andrew}, year={2021}, pages={39:1-39:3} }'
  chicago: 'Podworny, Susanne, Yannik Fleischer, Sven Hüsing, Rolf Biehler, Daniel
    Frischemeier, Lukas Höper, and Carsten Schulte. “Using Data Cards for Teaching
    Data Based Decision Trees in Middle School.” In <i>Koli Calling ’21: 21st Koli
    Calling International Conference on Computing Education Research, Joensuu, Finland,
    November 18 - 21, 2021</i>, edited by Otto Seppälä and Andrew Petersen, 39:1-39:3.
    ACM, 2021. <a href="https://doi.org/10.1145/3488042.3489966">https://doi.org/10.1145/3488042.3489966</a>.'
  ieee: 'S. Podworny <i>et al.</i>, “Using data cards for teaching data based decision
    trees in middle school,” in <i>Koli Calling ’21: 21st Koli Calling International
    Conference on Computing Education Research, Joensuu, Finland, November 18 - 21,
    2021</i>, 2021, p. 39:1-39:3, doi: <a href="https://doi.org/10.1145/3488042.3489966">10.1145/3488042.3489966</a>.'
  mla: 'Podworny, Susanne, et al. “Using Data Cards for Teaching Data Based Decision
    Trees in Middle School.” <i>Koli Calling ’21: 21st Koli Calling International
    Conference on Computing Education Research, Joensuu, Finland, November 18 - 21,
    2021</i>, edited by Otto Seppälä and Andrew Petersen, ACM, 2021, p. 39:1-39:3,
    doi:<a href="https://doi.org/10.1145/3488042.3489966">10.1145/3488042.3489966</a>.'
  short: 'S. Podworny, Y. Fleischer, S. Hüsing, R. Biehler, D. Frischemeier, L. Höper,
    C. Schulte, in: O. Seppälä, A. Petersen (Eds.), Koli Calling ’21: 21st Koli Calling
    International Conference on Computing Education Research, Joensuu, Finland, November
    18 - 21, 2021, ACM, 2021, p. 39:1-39:3.'
date_created: 2021-11-16T08:10:17Z
date_updated: 2024-09-16T08:32:21Z
department:
- _id: '67'
doi: 10.1145/3488042.3489966
editor:
- first_name: Otto
  full_name: Seppälä, Otto
  last_name: Seppälä
- first_name: Andrew
  full_name: Petersen, Andrew
  last_name: Petersen
language:
- iso: eng
page: 39:1-39:3
publication: 'Koli Calling ''21: 21st Koli Calling International Conference on Computing
  Education Research, Joensuu, Finland, November 18 - 21, 2021'
publisher: ACM
quality_controlled: '1'
status: public
title: Using data cards for teaching data based decision trees in middle school
type: conference
user_id: '58041'
year: '2021'
...
---
_id: '25524'
author:
- first_name: Lukas
  full_name: Höper, Lukas
  id: '58041'
  last_name: Höper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Höper L, Schulte C. Datenbewusstsein: Aufmerksamkeit für die eigenen Daten.
    In: Humbert L, ed. <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal,
    Germany, September 8-10, 2021</i>. Vol P-313. {LNI}. Gesellschaft für Informatik,
    Bonn; 2021:73-82. doi:<a href="https://doi.org/10.18420/infos2021\_f235">10.18420/infos2021\_f235</a>'
  apa: 'Höper, L., &#38; Schulte, C. (2021). Datenbewusstsein: Aufmerksamkeit für
    die eigenen Daten. In L. Humbert (Ed.), <i>19. GI-Fachtagung Informatik und Schule,
    INFOS 2021, Wuppertal, Germany, September 8-10, 2021: Vol. P-313</i> (pp. 73–82).
    Gesellschaft für Informatik, Bonn. <a href="https://doi.org/10.18420/infos2021\_f235">https://doi.org/10.18420/infos2021\_f235</a>'
  bibtex: '@inproceedings{Höper_Schulte_2021, series={{LNI}}, title={Datenbewusstsein:
    Aufmerksamkeit für die eigenen Daten}, volume={P-313}, DOI={<a href="https://doi.org/10.18420/infos2021\_f235">10.18420/infos2021\_f235</a>},
    booktitle={19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
    September 8-10, 2021}, publisher={Gesellschaft für Informatik, Bonn}, author={Höper,
    Lukas and Schulte, Carsten}, editor={Humbert, Ludger}, year={2021}, pages={73–82},
    collection={{LNI}} }'
  chicago: 'Höper, Lukas, and Carsten Schulte. “Datenbewusstsein: Aufmerksamkeit für
    die eigenen Daten.” In <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021,
    Wuppertal, Germany, September 8-10, 2021</i>, edited by Ludger Humbert, P-313:73–82.
    {LNI}. Gesellschaft für Informatik, Bonn, 2021. <a href="https://doi.org/10.18420/infos2021\_f235">https://doi.org/10.18420/infos2021\_f235</a>.'
  ieee: 'L. Höper and C. Schulte, “Datenbewusstsein: Aufmerksamkeit für die eigenen
    Daten,” in <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal,
    Germany, September 8-10, 2021</i>, 2021, vol. P-313, pp. 73–82, doi: <a href="https://doi.org/10.18420/infos2021\_f235">10.18420/infos2021\_f235</a>.'
  mla: 'Höper, Lukas, and Carsten Schulte. “Datenbewusstsein: Aufmerksamkeit für die
    eigenen Daten.” <i>19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal,
    Germany, September 8-10, 2021</i>, edited by Ludger Humbert, vol. P-313, Gesellschaft
    für Informatik, Bonn, 2021, pp. 73–82, doi:<a href="https://doi.org/10.18420/infos2021\_f235">10.18420/infos2021\_f235</a>.'
  short: 'L. Höper, C. Schulte, in: L. Humbert (Ed.), 19. GI-Fachtagung Informatik
    und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, Gesellschaft
    für Informatik, Bonn, 2021, pp. 73–82.'
date_created: 2021-10-05T14:07:21Z
date_updated: 2024-09-16T08:33:53Z
department:
- _id: '67'
doi: 10.18420/infos2021\_f235
editor:
- first_name: Ludger
  full_name: Humbert, Ludger
  last_name: Humbert
language:
- iso: ger
page: 73-82
publication: 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany,
  September 8-10, 2021
publisher: Gesellschaft für Informatik, Bonn
quality_controlled: '1'
series_title: '{LNI}'
status: public
title: 'Datenbewusstsein: Aufmerksamkeit für die eigenen Daten'
type: conference
user_id: '58041'
volume: P-313
year: '2021'
...
---
_id: '21268'
author:
- first_name: Tobias
  full_name: Huhmann, Tobias
  last_name: Huhmann
- first_name: Katja
  full_name: Eilterts, Katja
  last_name: Eilterts
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
citation:
  ama: 'Huhmann T, Eilterts K, Schulte C, Winkelnkemper F. Der Darstellungsflüchtigkeit
    im Geometrieunterricht durch digitale Unterstützung entgegenwirken. In: <i>Digitales
    Lernen in der Grundschule II: Aktuelle Trends in Forschung und Praxis</i>. Waxmann
    Verlag; 2020.'
  apa: 'Huhmann, T., Eilterts, K., Schulte, C., &#38; Winkelnkemper, F. (2020). Der
    Darstellungsflüchtigkeit im Geometrieunterricht durch digitale Unterstützung entgegenwirken.
    In <i>Digitales Lernen in der Grundschule II: Aktuelle Trends in Forschung und
    Praxis</i>. Waxmann Verlag.'
  bibtex: '@inbook{Huhmann_Eilterts_Schulte_Winkelnkemper_2020, title={Der Darstellungsflüchtigkeit
    im Geometrieunterricht durch digitale Unterstützung entgegenwirken}, booktitle={Digitales
    Lernen in der Grundschule II: Aktuelle Trends in Forschung und Praxis}, publisher={Waxmann
    Verlag}, author={Huhmann, Tobias and Eilterts, Katja and Schulte, Carsten and
    Winkelnkemper, Felix}, year={2020} }'
  chicago: 'Huhmann, Tobias, Katja Eilterts, Carsten Schulte, and Felix Winkelnkemper.
    “Der Darstellungsflüchtigkeit im Geometrieunterricht durch digitale Unterstützung
    entgegenwirken.” In <i>Digitales Lernen in der Grundschule II: Aktuelle Trends
    in Forschung und Praxis</i>. Waxmann Verlag, 2020.'
  ieee: 'T. Huhmann, K. Eilterts, C. Schulte, and F. Winkelnkemper, “Der Darstellungsflüchtigkeit
    im Geometrieunterricht durch digitale Unterstützung entgegenwirken,” in <i>Digitales
    Lernen in der Grundschule II: Aktuelle Trends in Forschung und Praxis</i>, Waxmann
    Verlag, 2020.'
  mla: 'Huhmann, Tobias, et al. “Der Darstellungsflüchtigkeit im Geometrieunterricht
    durch digitale Unterstützung entgegenwirken.” <i>Digitales Lernen in der Grundschule
    II: Aktuelle Trends in Forschung und Praxis</i>, Waxmann Verlag, 2020.'
  short: 'T. Huhmann, K. Eilterts, C. Schulte, F. Winkelnkemper, in: Digitales Lernen
    in der Grundschule II: Aktuelle Trends in Forschung und Praxis, Waxmann Verlag,
    2020.'
date_created: 2021-02-24T09:27:18Z
date_updated: 2022-01-06T06:54:52Z
department:
- _id: '67'
language:
- iso: ger
publication: 'Digitales Lernen in der Grundschule II: Aktuelle Trends in Forschung
  und Praxis'
publisher: Waxmann Verlag
status: public
title: Der Darstellungsflüchtigkeit im Geometrieunterricht durch digitale Unterstützung
  entgegenwirken
type: book_chapter
user_id: '21145'
year: '2020'
...
---
_id: '20335'
author:
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Katja
  full_name: Eilerts, Katja
  last_name: Eilerts
- first_name: Dominik
  full_name: Bechinie, Dominik
  last_name: Bechinie
- first_name: Tobias
  full_name: Huhmann, Tobias
  last_name: Huhmann
citation:
  ama: 'Winkelnkemper F, Schulte C, Eilerts K, Bechinie D, Huhmann T. The Interdisciplinary
    Development of an Educational Game for Primary School Children--Lessons Learned.
    In: <i>EdMedia+ Innovate Learning</i>. ; 2020:522-529.'
  apa: Winkelnkemper, F., Schulte, C., Eilerts, K., Bechinie, D., &#38; Huhmann, T.
    (2020). The Interdisciplinary Development of an Educational Game for Primary School
    Children--Lessons Learned. In <i>EdMedia+ Innovate Learning</i> (pp. 522–529).
  bibtex: '@inproceedings{Winkelnkemper_Schulte_Eilerts_Bechinie_Huhmann_2020, title={The
    Interdisciplinary Development of an Educational Game for Primary School Children--Lessons
    Learned}, booktitle={EdMedia+ Innovate Learning}, author={Winkelnkemper, Felix
    and Schulte, Carsten and Eilerts, Katja and Bechinie, Dominik and Huhmann, Tobias},
    year={2020}, pages={522–529} }'
  chicago: Winkelnkemper, Felix, Carsten Schulte, Katja Eilerts, Dominik Bechinie,
    and Tobias Huhmann. “The Interdisciplinary Development of an Educational Game
    for Primary School Children--Lessons Learned.” In <i>EdMedia+ Innovate Learning</i>,
    522–29, 2020.
  ieee: F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, and T. Huhmann, “The
    Interdisciplinary Development of an Educational Game for Primary School Children--Lessons
    Learned,” in <i>EdMedia+ Innovate Learning</i>, 2020, pp. 522–529.
  mla: Winkelnkemper, Felix, et al. “The Interdisciplinary Development of an Educational
    Game for Primary School Children--Lessons Learned.” <i>EdMedia+ Innovate Learning</i>,
    2020, pp. 522–29.
  short: 'F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, T. Huhmann, in: EdMedia+
    Innovate Learning, 2020, pp. 522–529.'
date_created: 2020-11-11T08:31:04Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '67'
language:
- iso: eng
page: 522-529
publication: EdMedia+ Innovate Learning
status: public
title: The Interdisciplinary Development of an Educational Game for Primary School
  Children--Lessons Learned
type: conference
user_id: '21145'
year: '2020'
...
---
_id: '20452'
abstract:
- lang: eng
  text: "In this paper, we present a novel approach to design teaching interventions
    for computing education, elaborated using an example of cybersecurity education.
    Cybersecurity education, similar to other computing education domains, often focuses
    on one aspect and separate themselves from the other approach. In other words,
    they focus on one of the two different aspects: a) either teaching how to use
    and to behave, or b) how technology works. Here we suggest another point of focal
    awareness for teaching – interaction – that allows the recombination of both approaches
    in a novel way, leading to a reconstruction of the teaching and learning content
    in a way that – as we hope – supports an understanding on a higher level and thus
    gives the chance to better develop agency. For this didactic reconstruction of
    teaching content, we use an approach called the hybrid interaction system framework.\r\nIn
    cybersecurity training, teaching interventions oftentimes are in a way successful
    but seem to not lead to long-lasting changes towards secure behavior. Using simply
    password security as an example, we show how this new approach recombines the
    two different priory mentioned teaching approaches in a novel way.\r\nWithin this
    short paper, we present our current research progress, discuss potentials and
    values of the approach in general, and by way of example. Our intention of this
    submission and early disclosure is to spark discussion and generate further insights
    especially regarding the following question: What implications does the hybrid
    interaction system approach have on learning scenarios?"
author:
- first_name: Lutz
  full_name: Terfloth, Lutz
  id: '37320'
  last_name: Terfloth
- first_name: Lea
  full_name: Budde, Lea
  id: '32443'
  last_name: Budde
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Terfloth L, Budde L, Schulte C. Combining Ideas and Artifacts: An Interaction-Focused
    View on Computing Education Using a Cybersecurity Example. In: New York, NY, USA:
    Association for Computing Machinery; 2020. doi:<a href="https://doi.org/10.1145/3428029.3428052">10.1145/3428029.3428052</a>'
  apa: 'Terfloth, L., Budde, L., &#38; Schulte, C. (2020). Combining Ideas and Artifacts:
    An Interaction-Focused View on Computing Education Using a Cybersecurity Example.
    New York, NY, USA: Association for Computing Machinery. <a href="https://doi.org/10.1145/3428029.3428052">https://doi.org/10.1145/3428029.3428052</a>'
  bibtex: '@inproceedings{Terfloth_Budde_Schulte_2020, place={New York, NY, USA},
    title={Combining Ideas and Artifacts: An Interaction-Focused View on Computing
    Education Using a Cybersecurity Example}, DOI={<a href="https://doi.org/10.1145/3428029.3428052">10.1145/3428029.3428052</a>},
    publisher={Association for Computing Machinery}, author={Terfloth, Lutz and Budde,
    Lea and Schulte, Carsten}, year={2020} }'
  chicago: 'Terfloth, Lutz, Lea Budde, and Carsten Schulte. “Combining Ideas and Artifacts:
    An Interaction-Focused View on Computing Education Using a Cybersecurity Example.”
    New York, NY, USA: Association for Computing Machinery, 2020. <a href="https://doi.org/10.1145/3428029.3428052">https://doi.org/10.1145/3428029.3428052</a>.'
  ieee: 'L. Terfloth, L. Budde, and C. Schulte, “Combining Ideas and Artifacts: An
    Interaction-Focused View on Computing Education Using a Cybersecurity Example,”
    2020.'
  mla: 'Terfloth, Lutz, et al. <i>Combining Ideas and Artifacts: An Interaction-Focused
    View on Computing Education Using a Cybersecurity Example</i>. Association for
    Computing Machinery, 2020, doi:<a href="https://doi.org/10.1145/3428029.3428052">10.1145/3428029.3428052</a>.'
  short: 'L. Terfloth, L. Budde, C. Schulte, in: Association for Computing Machinery,
    New York, NY, USA, 2020.'
date_created: 2020-11-23T09:48:15Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '67'
doi: 10.1145/3428029.3428052
language:
- iso: eng
place: New York, NY, USA
publication_identifier:
  isbn:
  - '9781450389211'
publisher: Association for Computing Machinery
status: public
title: 'Combining Ideas and Artifacts: An Interaction-Focused View on Computing Education
  Using a Cybersecurity Example'
type: conference
user_id: '21145'
year: '2020'
...
---
_id: '20834'
author:
- first_name: Mary E
  full_name: Webb, Mary E
  last_name: Webb
- first_name: Andrew
  full_name: Fluck, Andrew
  last_name: Fluck
- first_name: Johannes
  full_name: Magenheim, Johannes
  last_name: Magenheim
- first_name: Joyce
  full_name: Malyn-Smith, Joyce
  last_name: Malyn-Smith
- first_name: Juliet
  full_name: Waters, Juliet
  last_name: Waters
- first_name: Michelle
  full_name: Deschênes , Michelle
  last_name: 'Deschênes '
- first_name: Jason
  full_name: Zagami, Jason
  last_name: Zagami
citation:
  ama: 'Webb ME, Fluck A, Magenheim J, et al. Machine learning for human learners:
    opportunities, issues, tensions and threats. <i>Educational Technology Research
    and Development</i>. 2020:1-22. doi:<a href="https://doi.org/10.1007/s11423-020-09858-2">10.1007/s11423-020-09858-2</a>'
  apa: 'Webb, M. E., Fluck, A., Magenheim, J., Malyn-Smith, J., Waters, J., Deschênes
    , M., &#38; Zagami, J. (2020). Machine learning for human learners: opportunities,
    issues, tensions and threats. <i>Educational Technology Research and Development</i>,
    1–22. <a href="https://doi.org/10.1007/s11423-020-09858-2">https://doi.org/10.1007/s11423-020-09858-2</a>'
  bibtex: '@article{Webb_Fluck_Magenheim_Malyn-Smith_Waters_Deschênes _Zagami_2020,
    title={Machine learning for human learners: opportunities, issues, tensions and
    threats}, DOI={<a href="https://doi.org/10.1007/s11423-020-09858-2">10.1007/s11423-020-09858-2</a>},
    journal={Educational Technology Research and Development}, publisher={Springer},
    author={Webb, Mary E and Fluck, Andrew and Magenheim, Johannes and Malyn-Smith,
    Joyce and Waters, Juliet and Deschênes , Michelle and Zagami, Jason}, year={2020},
    pages={1–22} }'
  chicago: 'Webb, Mary E, Andrew Fluck, Johannes Magenheim, Joyce Malyn-Smith, Juliet
    Waters, Michelle Deschênes , and Jason Zagami. “Machine Learning for Human Learners:
    Opportunities, Issues, Tensions and Threats.” <i>Educational Technology Research
    and Development</i>, 2020, 1–22. <a href="https://doi.org/10.1007/s11423-020-09858-2">https://doi.org/10.1007/s11423-020-09858-2</a>.'
  ieee: 'M. E. Webb <i>et al.</i>, “Machine learning for human learners: opportunities,
    issues, tensions and threats,” <i>Educational Technology Research and Development</i>,
    pp. 1–22, 2020.'
  mla: 'Webb, Mary E., et al. “Machine Learning for Human Learners: Opportunities,
    Issues, Tensions and Threats.” <i>Educational Technology Research and Development</i>,
    Springer, 2020, pp. 1–22, doi:<a href="https://doi.org/10.1007/s11423-020-09858-2">10.1007/s11423-020-09858-2</a>.'
  short: M.E. Webb, A. Fluck, J. Magenheim, J. Malyn-Smith, J. Waters, M. Deschênes
    , J. Zagami, Educational Technology Research and Development (2020) 1–22.
date_created: 2020-12-22T15:17:04Z
date_updated: 2022-01-06T06:54:40Z
department:
- _id: '67'
doi: 10.1007/s11423-020-09858-2
language:
- iso: eng
page: 1-22
publication: Educational Technology Research and Development
publisher: Springer
status: public
title: 'Machine learning for human learners: opportunities, issues, tensions and threats'
type: journal_article
user_id: '21145'
year: '2020'
...
---
_id: '20835'
author:
- first_name: Johannes
  full_name: Magenheim, Johannes
  last_name: Magenheim
citation:
  ama: 'Magenheim J. &#60; Big Data&#62; aus der Perspektive von Informatischer Bildung
    und Medienpädagogik. <i>MedienPädagogik: Zeitschrift für Theorie und Praxis der
    Medienbildung</i>. 2020;37:139-163. doi:<a href="https://doi.org/10.21240/mpaed/37/2020.07.08.X">10.21240/mpaed/37/2020.07.08.X</a>'
  apa: 'Magenheim, J. (2020). &#60; Big Data&#62; aus der Perspektive von Informatischer
    Bildung und Medienpädagogik. <i>MedienPädagogik: Zeitschrift für Theorie und Praxis
    der Medienbildung</i>, <i>37</i>, 139–163. <a href="https://doi.org/10.21240/mpaed/37/2020.07.08.X">https://doi.org/10.21240/mpaed/37/2020.07.08.X</a>'
  bibtex: '@article{Magenheim_2020, title={&#60; Big Data&#62; aus der Perspektive
    von Informatischer Bildung und Medienpädagogik}, volume={37}, DOI={<a href="https://doi.org/10.21240/mpaed/37/2020.07.08.X">10.21240/mpaed/37/2020.07.08.X</a>},
    journal={MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung},
    author={Magenheim, Johannes}, year={2020}, pages={139–163} }'
  chicago: 'Magenheim, Johannes. “&#60; Big Data&#62; aus der Perspektive von Informatischer
    Bildung und Medienpädagogik.” <i>MedienPädagogik: Zeitschrift für Theorie und
    Praxis der Medienbildung</i> 37 (2020): 139–63. <a href="https://doi.org/10.21240/mpaed/37/2020.07.08.X">https://doi.org/10.21240/mpaed/37/2020.07.08.X</a>.'
  ieee: 'J. Magenheim, “&#60; Big Data&#62; aus der Perspektive von Informatischer
    Bildung und Medienpädagogik,” <i>MedienPädagogik: Zeitschrift für Theorie und
    Praxis der Medienbildung</i>, vol. 37, pp. 139–163, 2020.'
  mla: 'Magenheim, Johannes. “&#60; Big Data&#62; aus der Perspektive von Informatischer
    Bildung und Medienpädagogik.” <i>MedienPädagogik: Zeitschrift für Theorie und
    Praxis der Medienbildung</i>, vol. 37, 2020, pp. 139–63, doi:<a href="https://doi.org/10.21240/mpaed/37/2020.07.08.X">10.21240/mpaed/37/2020.07.08.X</a>.'
  short: 'J. Magenheim, MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung
    37 (2020) 139–163.'
date_created: 2020-12-22T15:22:42Z
date_updated: 2022-01-06T06:54:40Z
department:
- _id: '67'
doi: 10.21240/mpaed/37/2020.07.08.X
intvolume: '        37'
language:
- iso: ger
page: 139-163
publication: 'MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung'
status: public
title: < Big Data> aus der Perspektive von Informatischer Bildung und Medienpädagogik
type: journal_article
user_id: '21145'
volume: 37
year: '2020'
...
---
_id: '20836'
author:
- first_name: Johannes
  full_name: Magenheim, Johannes
  last_name: Magenheim
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Magenheim J, Schulte C. Data science education. <i>Encyclopedia of Education
    and Information Technologies Cham: Springer</i>. 2020. doi:<a href="https://doi.org/10.1007/978-3-030-10576-1_253">10.1007/978-3-030-10576-1_253</a>'
  apa: 'Magenheim, J., &#38; Schulte, C. (2020). Data science education. <i>Encyclopedia
    of Education and Information Technologies. Cham: Springer</i>. <a href="https://doi.org/10.1007/978-3-030-10576-1_253">https://doi.org/10.1007/978-3-030-10576-1_253</a>'
  bibtex: '@article{Magenheim_Schulte_2020, title={Data science education}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-10576-1_253">10.1007/978-3-030-10576-1_253</a>},
    journal={Encyclopedia of Education and Information Technologies. Cham: Springer},
    author={Magenheim, Johannes and Schulte, Carsten}, year={2020} }'
  chicago: 'Magenheim, Johannes, and Carsten Schulte. “Data Science Education.” <i>Encyclopedia
    of Education and Information Technologies. Cham: Springer</i>, 2020. <a href="https://doi.org/10.1007/978-3-030-10576-1_253">https://doi.org/10.1007/978-3-030-10576-1_253</a>.'
  ieee: 'J. Magenheim and C. Schulte, “Data science education,” <i>Encyclopedia of
    Education and Information Technologies. Cham: Springer</i>, 2020.'
  mla: 'Magenheim, Johannes, and Carsten Schulte. “Data Science Education.” <i>Encyclopedia
    of Education and Information Technologies. Cham: Springer</i>, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-10576-1_253">10.1007/978-3-030-10576-1_253</a>.'
  short: 'J. Magenheim, C. Schulte, Encyclopedia of Education and Information Technologies.
    Cham: Springer (2020).'
date_created: 2020-12-22T15:26:36Z
date_updated: 2022-01-06T06:54:40Z
department:
- _id: '67'
doi: 10.1007/978-3-030-10576-1_253
language:
- iso: eng
publication: 'Encyclopedia of Education and Information Technologies. Cham: Springer'
status: public
title: Data science education
type: journal_article
user_id: '21145'
year: '2020'
...
