---
_id: '45668'
abstract:
- lang: eng
text: Im Rahmen dieser Studie wird der Status Quo des KI-Einsatzes in der
industriellen Arbeitswelt in der Region OstWestfalenLippe erfasst und beschrieben.
Dadurch wird eine Grundlage geschaffen, um eine zielführende Unterstützung der
Gestaltung von durch Künstliche Intelligenz (KI) gestützter Arbeitsprozesse in
Unternehmen zu ermöglichen, indem beispielsweise bedarfsbezogene Maßnahmen entwickelt
und durchgeführt sowie weiterer Forschungsbedarf aufgezeigt wird. Die Befragung
wurde im Jahr 2021 von dem Kompetenzzentrum Arbeitswelt.Plus sowie dem Spitzencluster
it’s OWL initiiert. Dabei sind drei Zielgruppen – Unternehmensleitung, Personalabteilung
(HR) sowie Arbeitnehmer*innen – adressiert worden. Insgesamt nahmen 317 Personen
aus 89 verschiedenen Unternehmen bzw. Organisationen an der Befragung teil – zu
38 % Unternehmer*innen, zu 13 % Personaler*innen und zu 49 % Arbeitnehmer*innen.
Die meisten der Teilnehmenden stammten aus der Elektroindustrie, dem Maschinenbau
sowie dem Informations- und Kommunikationstechnologie (IKT)-Sektor. Die Befragungsergebnisse
zeigen, dass sich die meisten Unternehmen in der Anfangsphase der KI-Nutzung befinden.
Zwischen einzelnen Unternehmensbereichen und verschiedenen Branchen zeigen sich
gewisse Unterschiede in der Nutzungsphase. Die Befragten stehen aktuell vor der
Nutzung von vor allem teilautonomen KI-Systemen, die ausführende und analytische
menschliche Tätigkeitenbeispielsweise durch Informationsbereitstellungen unterstützen.
Wesentliche Ziele der KI-Nutzung sind die Effizienzsteigerung, Qualitätsverbesserung,
Entscheidungsoptimierung sowie Unterstützung der Arbeitnehmer*innen. Allerdings
werden in allen Unternehmen die fehlende Expertise sowie insgesamt die Komplexität
des Themenfelds als Hinderungsgründe identifiziert. In allen Unternehmen und
allen Unternehmensbereichen werden hohe Auswirkungen durch KI erwartet. Auf die
Arbeitsgestaltung werden insgesamt eher positive Auswirkungen erwartet. Die Befragten
schätzen die Bedeutung von KI, ihre Aufgeschlossenheit sowie ihr Vertrauen gegenüber
KI als insgesamt hoch ein, ihr Verständnis von KI dagegen eher als gering. Tendenziell
zeigt sich eine große Diskrepanz zwischen Selbst- und Fremdbild mit einer teils
deutlich negativeren Wahrnehmung anderer. Die Befragten erwarten außerdem steigende
Kompetenzanforderungen sowie einen hohen Weiterbildungsbedarf, insbesondere bezüglich
des grundlegenden Verständnisses über KI. In den wenigsten Unternehmen existiert
jedoch ein gezieltes Weiterbildungsangebot. Die Erkenntnisse aus der Befragung
fließen im Rahmen des Kompetenzzentrums Arbeitswelt.Plus in die gezielte Gestaltung
und Einführung KI-gestützter Arbeitsformen sowie bedarfsgerechter Unterstützungsangebote
ein. Die hohe Komplexität der KI-Einführung sowie die sowohl technischen als auch
mitarbeiterbezogenen Herausforderungen verdeutlichen den Bedarf für eine soziotechnische
Perspektive und ein systematisches Vorgehen bei der Gestaltung dieses vielschichtigen
Themenfelds.
author:
- first_name: Jörg
full_name: Papenkordt, Jörg
id: '44648'
last_name: Papenkordt
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Roman
full_name: Dumitrescu, Roman
last_name: Dumitrescu
citation:
ama: Papenkordt J, Gabriel S, Thommes K, Dumitrescu R. Künstliche Intelligenz
in Der Industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus; 2022.
doi:10.55594/tmao3234
apa: Papenkordt, J., Gabriel, S., Thommes, K., & Dumitrescu, R. (2022). Künstliche
Intelligenz in der industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus.
https://doi.org/10.55594/tmao3234
bibtex: '@book{Papenkordt_Gabriel_Thommes_Dumitrescu_2022, title={Künstliche Intelligenz
in der industriellen Arbeitswelt}, DOI={10.55594/tmao3234},
publisher={Kompetenzzentrum Arbeitswelt.Plus}, author={Papenkordt, Jörg and Gabriel,
Stefan and Thommes, Kirsten and Dumitrescu, Roman}, year={2022} }'
chicago: Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu.
Künstliche Intelligenz in Der Industriellen Arbeitswelt. Kompetenzzentrum
Arbeitswelt.Plus, 2022. https://doi.org/10.55594/tmao3234.
ieee: J. Papenkordt, S. Gabriel, K. Thommes, and R. Dumitrescu, Künstliche Intelligenz
in der industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus, 2022.
mla: Papenkordt, Jörg, et al. Künstliche Intelligenz in Der Industriellen Arbeitswelt.
Kompetenzzentrum Arbeitswelt.Plus, 2022, doi:10.55594/tmao3234.
short: J. Papenkordt, S. Gabriel, K. Thommes, R. Dumitrescu, Künstliche Intelligenz
in Der Industriellen Arbeitswelt, Kompetenzzentrum Arbeitswelt.Plus, 2022.
date_created: 2023-06-20T07:38:01Z
date_updated: 2023-12-05T10:12:31Z
department:
- _id: '184'
- _id: '178'
doi: 10.55594/tmao3234
language:
- iso: eng
project:
- _id: '409'
grant_number: 02L19C115
name: 'KIAM: KIAM: Kompetenzzentrum KI in der Arbeitswelt des industriellen Mittelstands
in OstWestfalenLippe'
publication_status: published
publisher: Kompetenzzentrum Arbeitswelt.Plus
status: public
title: Künstliche Intelligenz in der industriellen Arbeitswelt
type: report
user_id: '42933'
year: '2022'
...
---
_id: '44637'
article_number: '100258'
author:
- first_name: Julia Amelie
full_name: Hoppe, Julia Amelie
id: '73093'
last_name: Hoppe
- first_name: Outi
full_name: Tuisku, Outi
last_name: Tuisku
- first_name: Rose-Marie
full_name: Johansson-Pajala, Rose-Marie
last_name: Johansson-Pajala
- first_name: Satu
full_name: Pekkarinen, Satu
last_name: Pekkarinen
- first_name: Lea
full_name: Hennala, Lea
last_name: Hennala
- first_name: Christine
full_name: Gustafsson, Christine
last_name: Gustafsson
- first_name: Helinä
full_name: Melkas, Helinä
last_name: Melkas
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose
care robots over a human caregiver? Insights from a laboratory experiment on choices
under uncertainty. Computers in Human Behavior Reports. 2022;9. doi:10.1016/j.chbr.2022.100258
apa: Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala,
L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). When do individuals
choose care robots over a human caregiver? Insights from a laboratory experiment
on choices under uncertainty. Computers in Human Behavior Reports, 9,
Article 100258. https://doi.org/10.1016/j.chbr.2022.100258
bibtex: '@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022,
title={When do individuals choose care robots over a human caregiver? Insights
from a laboratory experiment on choices under uncertainty}, volume={9}, DOI={10.1016/j.chbr.2022.100258},
number={100258}, journal={Computers in Human Behavior Reports}, publisher={Elsevier
BV}, author={Hoppe, Julia Amelie and Tuisku, Outi and Johansson-Pajala, Rose-Marie
and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä
and Thommes, Kirsten}, year={2022} }'
chicago: Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen,
Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do
Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory
Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports
9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
ieee: 'J. A. Hoppe et al., “When do individuals choose care robots over a
human caregiver? Insights from a laboratory experiment on choices under uncertainty,”
Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2022, doi:
10.1016/j.chbr.2022.100258.'
mla: Hoppe, Julia Amelie, et al. “When Do Individuals Choose Care Robots over a
Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”
Computers in Human Behavior Reports, vol. 9, 100258, Elsevier BV, 2022,
doi:10.1016/j.chbr.2022.100258.
short: J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala,
C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
date_created: 2023-05-08T12:28:18Z
date_updated: 2023-12-06T09:17:32Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.chbr.2022.100258
intvolume: ' 9'
keyword:
- Artificial Intelligence
- Cognitive Neuroscience
- Computer Science Applications
- Human-Computer Interaction
- Applied Psychology
- Neuroscience (miscellaneous)
language:
- iso: eng
project:
- _id: '46'
grant_number: 16SV7954
name: 'ORIENT: Use of care robots in welfare services: New models for effective
orientation'
publication: Computers in Human Behavior Reports
publication_identifier:
issn:
- 2451-9588
publication_status: published
publisher: Elsevier BV
status: public
title: When do individuals choose care robots over a human caregiver? Insights from
a laboratory experiment on choices under uncertainty
type: journal_article
user_id: '42933'
volume: 9
year: '2022'
...
---
_id: '34191'
abstract:
- lang: eng
text: AbstractSince the seminal work of Albert
and Whetten, the organizational identity concept has become ubiquitous and highly
relevant in various fields. This study systematically reviews how Albert and Whetten’s
concept of organizational identity has been disseminated in different research
areas. It employs quantitative (topic modeling) and qualitative text analysis,
as well as a network analysis to examine a sample of 1,041 papers published between
1985 and mid-2022 that cite Albert and Whetten’s seminal work. Using this method
of systematic literature analysis, the current study investigates the criteria
of the basic definition and hypotheses mentioned in their work that contribute
to its increasing significance, and those with the potential to become substantial
aspects of future organizational identity research. Accordingly, Albert and Whetten’s
conceptualization of organizational identity is often partially adopted in the
literature. Thus, this study contributes to organizational identity research by
unveiling further research questions on the evolving character of organizational
identity, research methodology, and quantitative operationalization, on the basis
of Albert and Whetten’s organizational identity conceptualization.
author:
- first_name: Karin
full_name: Knorr, Karin
id: '33333'
last_name: Knorr
- first_name: Franziska
full_name: Hein-Pensel, Franziska
last_name: Hein-Pensel
citation:
ama: 'Knorr K, Hein-Pensel F. Since Albert and Whetten: the dissemination of Albert
and Whetten’s conceptualization of organizational identity. Management Review
Quarterly. Published online 2022. doi:10.1007/s11301-022-00311-7'
apa: 'Knorr, K., & Hein-Pensel, F. (2022). Since Albert and Whetten: the dissemination
of Albert and Whetten’s conceptualization of organizational identity. Management
Review Quarterly. https://doi.org/10.1007/s11301-022-00311-7'
bibtex: '@article{Knorr_Hein-Pensel_2022, title={Since Albert and Whetten: the dissemination
of Albert and Whetten’s conceptualization of organizational identity}, DOI={10.1007/s11301-022-00311-7},
journal={Management Review Quarterly}, publisher={Springer Science and Business
Media LLC}, author={Knorr, Karin and Hein-Pensel, Franziska}, year={2022} }'
chicago: 'Knorr, Karin, and Franziska Hein-Pensel. “Since Albert and Whetten: The
Dissemination of Albert and Whetten’s Conceptualization of Organizational Identity.”
Management Review Quarterly, 2022. https://doi.org/10.1007/s11301-022-00311-7.'
ieee: 'K. Knorr and F. Hein-Pensel, “Since Albert and Whetten: the dissemination
of Albert and Whetten’s conceptualization of organizational identity,” Management
Review Quarterly, 2022, doi: 10.1007/s11301-022-00311-7.'
mla: 'Knorr, Karin, and Franziska Hein-Pensel. “Since Albert and Whetten: The Dissemination
of Albert and Whetten’s Conceptualization of Organizational Identity.” Management
Review Quarterly, Springer Science and Business Media LLC, 2022, doi:10.1007/s11301-022-00311-7.'
short: K. Knorr, F. Hein-Pensel, Management Review Quarterly (2022).
date_created: 2022-12-05T09:42:30Z
date_updated: 2023-12-06T09:22:57Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/s11301-022-00311-7
keyword:
- Strategy and Management
- Business
- Management and Accounting (miscellaneous)
language:
- iso: eng
project:
- _id: '81'
grant_number: DFG 398074981
name: 'OrgIdent: Die Konstruktion organisationaler Identität und der Einfluss von
Geschichte'
publication: Management Review Quarterly
publication_identifier:
issn:
- 2198-1620
- 2198-1639
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization
of organizational identity'
type: journal_article
user_id: '42933'
year: '2022'
...
---
_id: '34295'
article_number: '100258'
author:
- first_name: Julia Amelie
full_name: Hoppe, Julia Amelie
id: '73093'
last_name: Hoppe
- first_name: Outi
full_name: Tuisku, Outi
last_name: Tuisku
- first_name: Rose-Marie
full_name: Johansson-Pajala, Rose-Marie
last_name: Johansson-Pajala
- first_name: Satu
full_name: Pekkarinen, Satu
last_name: Pekkarinen
- first_name: Lea
full_name: Hennala, Lea
last_name: Hennala
- first_name: Christine
full_name: Gustafsson, Christine
last_name: Gustafsson
- first_name: Helinä
full_name: Melkas, Helinä
last_name: Melkas
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose
care robots over a human caregiver? Insights from a laboratory experiment on choices
under uncertainty. Computers in Human Behavior Reports. Published online
2022. doi:10.1016/j.chbr.2022.100258
apa: Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala,
L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). When do individuals
choose care robots over a human caregiver? Insights from a laboratory experiment
on choices under uncertainty. Computers in Human Behavior Reports, Article
100258. https://doi.org/10.1016/j.chbr.2022.100258
bibtex: '@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022,
title={When do individuals choose care robots over a human caregiver? Insights
from a laboratory experiment on choices under uncertainty}, DOI={10.1016/j.chbr.2022.100258},
number={100258}, journal={Computers in Human Behavior Reports}, publisher={Elsevier
BV}, author={Hoppe, Julia Amelie and Tuisku, Outi and Johansson-Pajala, Rose-Marie
and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä
and Thommes, Kirsten}, year={2022} }'
chicago: Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen,
Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do
Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory
Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports,
2022. https://doi.org/10.1016/j.chbr.2022.100258.
ieee: 'J. A. Hoppe et al., “When do individuals choose care robots over a
human caregiver? Insights from a laboratory experiment on choices under uncertainty,”
Computers in Human Behavior Reports, Art. no. 100258, 2022, doi: 10.1016/j.chbr.2022.100258.'
mla: Hoppe, Julia Amelie, et al. “When Do Individuals Choose Care Robots over a
Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”
Computers in Human Behavior Reports, 100258, Elsevier BV, 2022, doi:10.1016/j.chbr.2022.100258.
short: J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala,
C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports (2022).
date_created: 2022-12-09T08:08:57Z
date_updated: 2023-12-06T09:18:14Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.chbr.2022.100258
keyword:
- Artificial Intelligence
- Cognitive Neuroscience
- Computer Science Applications
- Human-Computer Interaction
- Applied Psychology
- Neuroscience (miscellaneous)
language:
- iso: eng
project:
- _id: '46'
grant_number: 16SV7954
name: 'ORIENT: Use of care robots in welfare services: New models for effective
orientation'
publication: Computers in Human Behavior Reports
publication_identifier:
issn:
- 2451-9588
publication_status: published
publisher: Elsevier BV
status: public
title: When do individuals choose care robots over a human caregiver? Insights from
a laboratory experiment on choices under uncertainty
type: journal_article
user_id: '42933'
year: '2022'
...
---
_id: '44636'
article_number: '100258'
author:
- first_name: Julia A.
full_name: Hoppe, Julia A.
last_name: Hoppe
- first_name: Outi
full_name: Tuisku, Outi
last_name: Tuisku
- first_name: Rose-Marie
full_name: Johansson-Pajala, Rose-Marie
last_name: Johansson-Pajala
- first_name: Satu
full_name: Pekkarinen, Satu
last_name: Pekkarinen
- first_name: Lea
full_name: Hennala, Lea
last_name: Hennala
- first_name: Christine
full_name: Gustafsson, Christine
last_name: Gustafsson
- first_name: Helinä
full_name: Melkas, Helinä
last_name: Melkas
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
citation:
ama: Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose
care robots over a human caregiver? Insights from a laboratory experiment on choices
under uncertainty. Computers in Human Behavior Reports. 2022;9. doi:10.1016/j.chbr.2022.100258
apa: Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala,
L., Gustafsson, C., Melkas, H., & Thommes, K. (2022). When do individuals
choose care robots over a human caregiver? Insights from a laboratory experiment
on choices under uncertainty. Computers in Human Behavior Reports, 9,
Article 100258. https://doi.org/10.1016/j.chbr.2022.100258
bibtex: '@article{Hoppe_Tuisku_Johansson-Pajala_Pekkarinen_Hennala_Gustafsson_Melkas_Thommes_2022,
title={When do individuals choose care robots over a human caregiver? Insights
from a laboratory experiment on choices under uncertainty}, volume={9}, DOI={10.1016/j.chbr.2022.100258},
number={100258}, journal={Computers in Human Behavior Reports}, publisher={Elsevier
BV}, author={Hoppe, Julia A. and Tuisku, Outi and Johansson-Pajala, Rose-Marie
and Pekkarinen, Satu and Hennala, Lea and Gustafsson, Christine and Melkas, Helinä
and Thommes, Kirsten}, year={2022} }'
chicago: Hoppe, Julia A., Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen,
Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do
Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory
Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports
9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
ieee: 'J. A. Hoppe et al., “When do individuals choose care robots over a
human caregiver? Insights from a laboratory experiment on choices under uncertainty,”
Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2022, doi:
10.1016/j.chbr.2022.100258.'
mla: Hoppe, Julia A., et al. “When Do Individuals Choose Care Robots over a Human
Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.”
Computers in Human Behavior Reports, vol. 9, 100258, Elsevier BV, 2022,
doi:10.1016/j.chbr.2022.100258.
short: J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala,
C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
date_created: 2023-05-08T12:27:30Z
date_updated: 2023-12-06T09:17:55Z
department:
- _id: '178'
- _id: '184'
doi: 10.1016/j.chbr.2022.100258
intvolume: ' 9'
keyword:
- Artificial Intelligence
- Cognitive Neuroscience
- Computer Science Applications
- Human-Computer Interaction
- Applied Psychology
- Neuroscience (miscellaneous)
language:
- iso: eng
project:
- _id: '46'
grant_number: 16SV7954
name: 'ORIENT: Use of care robots in welfare services: New models for effective
orientation'
publication: Computers in Human Behavior Reports
publication_identifier:
issn:
- 2451-9588
publication_status: published
publisher: Elsevier BV
status: public
title: When do individuals choose care robots over a human caregiver? Insights from
a laboratory experiment on choices under uncertainty
type: journal_article
user_id: '42933'
volume: 9
year: '2022'
...
---
_id: '32273'
author:
- first_name: Julia Amelie
full_name: Hoppe, Julia Amelie
id: '73093'
last_name: Hoppe
- first_name: Helinä
full_name: Melkas, Helinä
last_name: Melkas
- first_name: Satu
full_name: Pekkarinen, Satu
last_name: Pekkarinen
- first_name: Outi
full_name: Tuisku, Outi
last_name: Tuisku
- first_name: Lea
full_name: Hennala, Lea
last_name: Hennala
- first_name: Rose-Marie
full_name: Johansson-Pajala, Rose-Marie
last_name: Johansson-Pajala
- first_name: Christine
full_name: Gustafsson, Christine
last_name: Gustafsson
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Hoppe JA, Melkas H, Pekkarinen S, et al. Perception of Society’s Trust in Care
Robots by Public Opinion Leaders. International Journal of Human–Computer Interaction.
Published online 2022:1-17. doi:10.1080/10447318.2022.2081283
apa: Hoppe, J. A., Melkas, H., Pekkarinen, S., Tuisku, O., Hennala, L., Johansson-Pajala,
R.-M., Gustafsson, C., & Thommes, K. (2022). Perception of Society’s Trust
in Care Robots by Public Opinion Leaders. International Journal of Human–Computer
Interaction, 1–17. https://doi.org/10.1080/10447318.2022.2081283
bibtex: '@article{Hoppe_Melkas_Pekkarinen_Tuisku_Hennala_Johansson-Pajala_Gustafsson_Thommes_2022,
title={Perception of Society’s Trust in Care Robots by Public Opinion Leaders},
DOI={10.1080/10447318.2022.2081283},
journal={International Journal of Human–Computer Interaction}, publisher={Informa
UK Limited}, author={Hoppe, Julia Amelie and Melkas, Helinä and Pekkarinen, Satu
and Tuisku, Outi and Hennala, Lea and Johansson-Pajala, Rose-Marie and Gustafsson,
Christine and Thommes, Kirsten}, year={2022}, pages={1–17} }'
chicago: Hoppe, Julia Amelie, Helinä Melkas, Satu Pekkarinen, Outi Tuisku, Lea Hennala,
Rose-Marie Johansson-Pajala, Christine Gustafsson, and Kirsten Thommes. “Perception
of Society’s Trust in Care Robots by Public Opinion Leaders.” International
Journal of Human–Computer Interaction, 2022, 1–17. https://doi.org/10.1080/10447318.2022.2081283.
ieee: 'J. A. Hoppe et al., “Perception of Society’s Trust in Care Robots
by Public Opinion Leaders,” International Journal of Human–Computer Interaction,
pp. 1–17, 2022, doi: 10.1080/10447318.2022.2081283.'
mla: Hoppe, Julia Amelie, et al. “Perception of Society’s Trust in Care Robots by
Public Opinion Leaders.” International Journal of Human–Computer Interaction,
Informa UK Limited, 2022, pp. 1–17, doi:10.1080/10447318.2022.2081283.
short: J.A. Hoppe, H. Melkas, S. Pekkarinen, O. Tuisku, L. Hennala, R.-M. Johansson-Pajala,
C. Gustafsson, K. Thommes, International Journal of Human–Computer Interaction
(2022) 1–17.
date_created: 2022-06-28T13:20:41Z
date_updated: 2023-12-06T09:18:47Z
department:
- _id: '178'
- _id: '184'
doi: 10.1080/10447318.2022.2081283
keyword:
- Computer Science Applications
- Human-Computer Interaction
- Human Factors and Ergonomics
language:
- iso: eng
page: 1-17
project:
- _id: '46'
grant_number: 16SV7954
name: 'ORIENT: Use of care robots in welfare services: New models for effective
orientation'
publication: International Journal of Human–Computer Interaction
publication_identifier:
issn:
- 1044-7318
- 1532-7590
publication_status: published
publisher: Informa UK Limited
status: public
title: Perception of Society’s Trust in Care Robots by Public Opinion Leaders
type: journal_article
user_id: '42933'
year: '2022'
...
---
_id: '46290'
author:
- first_name: Carina
full_name: Caruso, Carina
id: '23123'
last_name: Caruso
- first_name: Kerstin
full_name: Drossel, Kerstin
id: '48921'
last_name: Drossel
- first_name: M
full_name: Heldt, M
last_name: Heldt
citation:
ama: Caruso C, Drossel K, Heldt M. Zum Ausmaß und Zusammenhang der unterrichtsbezogenen
Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung
von Hintergrundmerkmalen. Lehrerbildung auf dem Prüfstand. 2022;15(2):347-361.
apa: Caruso, C., Drossel, K., & Heldt, M. (2022). Zum Ausmaß und Zusammenhang
der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von
Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen. Lehrerbildung
auf dem Prüfstand, 15(2), 347–361.
bibtex: '@article{Caruso_Drossel_Heldt_2022, title={Zum Ausmaß und Zusammenhang
der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von
Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen}, volume={15}, number={2},
journal={Lehrerbildung auf dem Prüfstand}, author={Caruso, Carina and Drossel,
Kerstin and Heldt, M}, year={2022}, pages={347–361} }'
chicago: 'Caruso, Carina, Kerstin Drossel, and M Heldt. “Zum Ausmaß und Zusammenhang
der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von
Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen.” Lehrerbildung
auf dem Prüfstand 15, no. 2 (2022): 347–61.'
ieee: C. Caruso, K. Drossel, and M. Heldt, “Zum Ausmaß und Zusammenhang der unterrichtsbezogenen
Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung
von Hintergrundmerkmalen,” Lehrerbildung auf dem Prüfstand, vol. 15, no.
2, pp. 347–361, 2022.
mla: Caruso, Carina, et al. “Zum Ausmaß und Zusammenhang der unterrichtsbezogenen
Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung
von Hintergrundmerkmalen.” Lehrerbildung auf dem Prüfstand, vol. 15, no.
2, 2022, pp. 347–61.
short: C. Caruso, K. Drossel, M. Heldt, Lehrerbildung auf dem Prüfstand 15 (2022)
347–361.
date_created: 2023-08-03T17:18:13Z
date_updated: 2023-12-06T15:09:04Z
department:
- _id: '462'
intvolume: ' 15'
issue: '2'
language:
- iso: ger
page: 347-361
publication: Lehrerbildung auf dem Prüfstand
publication_status: published
status: public
title: Zum Ausmaß und Zusammenhang der unterrichtsbezogenen Nutzung digitaler Medien
mit der Medienkompetenz von Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen
type: journal_article
user_id: '86519'
volume: 15
year: '2022'
...
---
_id: '47094'
author:
- first_name: Lara
full_name: Bartels, Lara
last_name: Bartels
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Bartels L, Kesternich M. Motivate the Crowd or Crowd-Them Out? The Impact
of Local Government Spending on the Voluntary Provision of a Green Public Good.
ZEW Discussion Paper 22-040; 2022. doi:10.2139/ssrn.4251592
apa: Bartels, L., & Kesternich, M. (2022). Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040. https://doi.org/10.2139/ssrn.4251592
bibtex: '@book{Bartels_Kesternich_2022, title={Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good}, DOI={10.2139/ssrn.4251592},
publisher={ZEW Discussion Paper 22-040}, author={Bartels, Lara and Kesternich,
Martin}, year={2022} }'
chicago: Bartels, Lara, and Martin Kesternich. Motivate the Crowd or Crowd-Them
Out? The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040, 2022. https://doi.org/10.2139/ssrn.4251592.
ieee: L. Bartels and M. Kesternich, Motivate the Crowd or Crowd-Them Out? The
Impact of Local Government Spending on the Voluntary Provision of a Green Public
Good. ZEW Discussion Paper 22-040, 2022.
mla: Bartels, Lara, and Martin Kesternich. Motivate the Crowd or Crowd-Them Out?
The Impact of Local Government Spending on the Voluntary Provision of a Green
Public Good. ZEW Discussion Paper 22-040, 2022, doi:10.2139/ssrn.4251592.
short: L. Bartels, M. Kesternich, Motivate the Crowd or Crowd-Them Out? The Impact
of Local Government Spending on the Voluntary Provision of a Green Public Good,
ZEW Discussion Paper 22-040, 2022.
date_created: 2023-09-16T11:55:07Z
date_updated: 2023-12-06T18:26:49Z
doi: 10.2139/ssrn.4251592
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-040
status: public
title: Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending
on the Voluntary Provision of a Green Public Good
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47096'
author:
- first_name: Bettina
full_name: Chlond, Bettina
last_name: Chlond
- first_name: Timo
full_name: Goeschl, Timo
last_name: Goeschl
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Chlond B, Goeschl T, Kesternich M. More Money or Better Procedures? Evidence
From an Energy Efficiency Assistance Program. ZEW Discussion Paper 22-020;
2022. doi:10.2139/ssrn.4151557
apa: Chlond, B., Goeschl, T., & Kesternich, M. (2022). More Money or Better
Procedures? Evidence From an Energy Efficiency Assistance Program. ZEW Discussion
Paper 22-020. https://doi.org/10.2139/ssrn.4151557
bibtex: '@book{Chlond_Goeschl_Kesternich_2022, title={More Money or Better Procedures?
Evidence From an Energy Efficiency Assistance Program}, DOI={10.2139/ssrn.4151557},
publisher={ZEW Discussion Paper 22-020}, author={Chlond, Bettina and Goeschl,
Timo and Kesternich, Martin}, year={2022} }'
chicago: Chlond, Bettina, Timo Goeschl, and Martin Kesternich. More Money or
Better Procedures? Evidence From an Energy Efficiency Assistance Program.
ZEW Discussion Paper 22-020, 2022. https://doi.org/10.2139/ssrn.4151557.
ieee: B. Chlond, T. Goeschl, and M. Kesternich, More Money or Better Procedures?
Evidence From an Energy Efficiency Assistance Program. ZEW Discussion Paper
22-020, 2022.
mla: Chlond, Bettina, et al. More Money or Better Procedures? Evidence From an
Energy Efficiency Assistance Program. ZEW Discussion Paper 22-020, 2022,
doi:10.2139/ssrn.4151557.
short: B. Chlond, T. Goeschl, M. Kesternich, More Money or Better Procedures? Evidence
From an Energy Efficiency Assistance Program, ZEW Discussion Paper 22-020, 2022.
date_created: 2023-09-16T11:59:15Z
date_updated: 2023-12-06T18:21:54Z
doi: 10.2139/ssrn.4151557
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-020
status: public
title: More Money or Better Procedures? Evidence From an Energy Efficiency Assistance
Program
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47092'
author:
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
- first_name: Daniel
full_name: Osberghaus, Daniel
last_name: Osberghaus
- first_name: Willem Jan Wouter
full_name: Botzen, Willem Jan Wouter
last_name: Botzen
citation:
ama: Kesternich M, Osberghaus D, Botzen WJW. The Intention-Behavior Gap in Climate
Change Adaptation. ZEW Discussion Paper 22-055; 2022. doi:10.2139/ssrn.4288341
apa: Kesternich, M., Osberghaus, D., & Botzen, W. J. W. (2022). The Intention-Behavior
Gap in Climate Change Adaptation. ZEW Discussion Paper 22-055. https://doi.org/10.2139/ssrn.4288341
bibtex: '@book{Kesternich_Osberghaus_Botzen_2022, title={The Intention-Behavior
Gap in Climate Change Adaptation}, DOI={10.2139/ssrn.4288341},
publisher={ZEW Discussion Paper 22-055}, author={Kesternich, Martin and Osberghaus,
Daniel and Botzen, Willem Jan Wouter}, year={2022} }'
chicago: Kesternich, Martin, Daniel Osberghaus, and Willem Jan Wouter Botzen. The
Intention-Behavior Gap in Climate Change Adaptation. ZEW Discussion Paper
22-055, 2022. https://doi.org/10.2139/ssrn.4288341.
ieee: M. Kesternich, D. Osberghaus, and W. J. W. Botzen, The Intention-Behavior
Gap in Climate Change Adaptation. ZEW Discussion Paper 22-055, 2022.
mla: Kesternich, Martin, et al. The Intention-Behavior Gap in Climate Change
Adaptation. ZEW Discussion Paper 22-055, 2022, doi:10.2139/ssrn.4288341.
short: M. Kesternich, D. Osberghaus, W.J.W. Botzen, The Intention-Behavior Gap in
Climate Change Adaptation, ZEW Discussion Paper 22-055, 2022.
date_created: 2023-09-16T11:34:10Z
date_updated: 2023-12-06T18:22:36Z
doi: 10.2139/ssrn.4288341
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication_identifier:
issn:
- 1556-5068
publication_status: published
publisher: ZEW Discussion Paper 22-055
status: public
title: The Intention-Behavior Gap in Climate Change Adaptation
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47080'
author:
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
- first_name: Kathrine
full_name: von Graevenitz, Kathrine
last_name: von Graevenitz
citation:
ama: 'Kesternich M, von Graevenitz K. Gas- Statt Preisbremse: Wie Die Umsetzung
von Unterstützungsprogrammen Zum Gassparen Für Haushalte Und Unternehmen Gelingen
Kann. ifo Schnelldienst 11/2022, 21-24; 2022.'
apa: 'Kesternich, M., & von Graevenitz, K. (2022). Gas- statt Preisbremse:
Wie die Umsetzung von Unterstützungsprogrammen zum Gassparen für Haushalte und
Unternehmen gelingen kann. ifo Schnelldienst 11/2022, 21-24.'
bibtex: '@book{Kesternich_von Graevenitz_2022, title={Gas- statt Preisbremse: Wie
die Umsetzung von Unterstützungsprogrammen zum Gassparen für Haushalte und Unternehmen
gelingen kann}, publisher={ifo Schnelldienst 11/2022, 21-24}, author={Kesternich,
Martin and von Graevenitz, Kathrine}, year={2022} }'
chicago: 'Kesternich, Martin, and Kathrine von Graevenitz. Gas- Statt Preisbremse:
Wie Die Umsetzung von Unterstützungsprogrammen Zum Gassparen Für Haushalte Und
Unternehmen Gelingen Kann. ifo Schnelldienst 11/2022, 21-24, 2022.'
ieee: 'M. Kesternich and K. von Graevenitz, Gas- statt Preisbremse: Wie die Umsetzung
von Unterstützungsprogrammen zum Gassparen für Haushalte und Unternehmen gelingen
kann. ifo Schnelldienst 11/2022, 21-24, 2022.'
mla: 'Kesternich, Martin, and Kathrine von Graevenitz. Gas- Statt Preisbremse:
Wie Die Umsetzung von Unterstützungsprogrammen Zum Gassparen Für Haushalte Und
Unternehmen Gelingen Kann. ifo Schnelldienst 11/2022, 21-24, 2022.'
short: 'M. Kesternich, K. von Graevenitz, Gas- Statt Preisbremse: Wie Die Umsetzung
von Unterstützungsprogrammen Zum Gassparen Für Haushalte Und Unternehmen Gelingen
Kann, ifo Schnelldienst 11/2022, 21-24, 2022.'
date_created: 2023-09-15T11:47:55Z
date_updated: 2023-12-06T18:24:39Z
language:
- iso: eng
publisher: ifo Schnelldienst 11/2022, 21-24
status: public
title: 'Gas- statt Preisbremse: Wie die Umsetzung von Unterstützungsprogrammen zum
Gassparen für Haushalte und Unternehmen gelingen kann'
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '47097'
author:
- first_name: Bettina
full_name: Chlond, Bettina
last_name: Chlond
- first_name: 'Timo '
full_name: 'Goeschl, Timo '
last_name: Goeschl
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Chlond B, Goeschl T, Kesternich M. Wie Lässt Sich Die Energieeffizienz in
Einkommensschwachen Haushalten Steigern? ZEW Policy Brief 22-01; 2022.
apa: Chlond, B., Goeschl, T., & Kesternich, M. (2022). Wie lässt sich die
Energieeffizienz in einkommensschwachen Haushalten steigern? ZEW Policy Brief
22-01.
bibtex: '@book{Chlond_Goeschl_Kesternich_2022, title={Wie lässt sich die Energieeffizienz
in einkommensschwachen Haushalten steigern?}, publisher={ZEW Policy Brief 22-01},
author={Chlond, Bettina and Goeschl, Timo and Kesternich, Martin}, year={2022}
}'
chicago: Chlond, Bettina, Timo Goeschl, and Martin Kesternich. Wie Lässt Sich
Die Energieeffizienz in Einkommensschwachen Haushalten Steigern? ZEW Policy
Brief 22-01, 2022.
ieee: B. Chlond, T. Goeschl, and M. Kesternich, Wie lässt sich die Energieeffizienz
in einkommensschwachen Haushalten steigern? ZEW Policy Brief 22-01, 2022.
mla: Chlond, Bettina, et al. Wie Lässt Sich Die Energieeffizienz in Einkommensschwachen
Haushalten Steigern? ZEW Policy Brief 22-01, 2022.
short: B. Chlond, T. Goeschl, M. Kesternich, Wie Lässt Sich Die Energieeffizienz
in Einkommensschwachen Haushalten Steigern?, ZEW Policy Brief 22-01, 2022.
date_created: 2023-09-16T12:01:09Z
date_updated: 2023-12-06T18:23:55Z
language:
- iso: eng
publisher: ZEW Policy Brief 22-01
status: public
title: Wie lässt sich die Energieeffizienz in einkommensschwachen Haushalten steigern?
type: working_paper
user_id: '98922'
year: '2022'
...
---
_id: '30883'
author:
- first_name: Sarah Claudia
full_name: Krings, Sarah Claudia
id: '64063'
last_name: Krings
orcid: 0000-0001-8040-7553
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Kai
full_name: Biermeier, Kai
id: '55908'
last_name: Biermeier
orcid: 0000-0002-2879-2359
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Krings SC, Yigitbas E, Biermeier K, Engels G. Design and Evaluation of AR-Assisted
End-User Robot Path Planning Strategies. In: Proceedings of the 14th ACM SIGCHI
Symposium on Engineering Interactive Computing Systems (EICS 2022). ; 2022.'
apa: Krings, S. C., Yigitbas, E., Biermeier, K., & Engels, G. (2022). Design
and Evaluation of AR-Assisted End-User Robot Path Planning Strategies. Proceedings
of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems
(EICS 2022).
bibtex: '@inproceedings{Krings_Yigitbas_Biermeier_Engels_2022, title={Design and
Evaluation of AR-Assisted End-User Robot Path Planning Strategies}, booktitle={Proceedings
of the 14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems
(EICS 2022)}, author={Krings, Sarah Claudia and Yigitbas, Enes and Biermeier,
Kai and Engels, Gregor}, year={2022} }'
chicago: Krings, Sarah Claudia, Enes Yigitbas, Kai Biermeier, and Gregor Engels.
“Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies.”
In Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive
Computing Systems (EICS 2022), 2022.
ieee: S. C. Krings, E. Yigitbas, K. Biermeier, and G. Engels, “Design and Evaluation
of AR-Assisted End-User Robot Path Planning Strategies,” 2022.
mla: Krings, Sarah Claudia, et al. “Design and Evaluation of AR-Assisted End-User
Robot Path Planning Strategies.” Proceedings of the 14th ACM SIGCHI Symposium
on Engineering Interactive Computing Systems (EICS 2022), 2022.
short: 'S.C. Krings, E. Yigitbas, K. Biermeier, G. Engels, in: Proceedings of the
14th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2022),
2022.'
date_created: 2022-04-13T08:11:15Z
date_updated: 2023-12-07T10:42:07Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: Proceedings of the 14th ACM SIGCHI Symposium on Engineering Interactive
Computing Systems (EICS 2022)
status: public
title: Design and Evaluation of AR-Assisted End-User Robot Path Planning Strategies
type: conference
user_id: '8447'
year: '2022'
...
---
_id: '41170'
citation:
ama: Hartung O, ed. Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel?
Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.” Universität
Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte; 2022.
apa: Hartung, O. (Ed.). (2022). Konzeptpapier zur Konferenz “Geschichte im digitalen
Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.” Universität
Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte.
bibtex: '@book{Hartung_2022, place={Paderborn}, title={Konzeptpapier zur Konferenz
“Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches
Lernen”}, publisher={Universität Paderborn, Historisches Institut, Abt. Theorie
und Didaktik der Geschichte}, year={2022} }'
chicago: 'Hartung, Olaf, ed. Konzeptpapier zur Konferenz “Geschichte im digitalen
Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.” Paderborn:
Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte,
2022.'
ieee: 'O. Hartung, Ed., Konzeptpapier zur Konferenz “Geschichte im digitalen
Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.” Paderborn:
Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte,
2022.'
mla: Hartung, Olaf, editor. Konzeptpapier zur Konferenz “Geschichte im digitalen
Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.” Universität
Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte, 2022.
short: O. Hartung, ed., Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel?
Geschichtskultur – Erinnerungspraktiken – Historisches Lernen,” Universität Paderborn,
Historisches Institut, Abt. Theorie und Didaktik der Geschichte, Paderborn, 2022.
conference:
end_date: 04.06.2022
location: Paderborn
name: Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken –
Historisches Lernen
start_date: 02.06.2022
date_created: 2023-01-31T12:26:10Z
date_updated: 2023-12-08T09:33:50Z
ddc:
- '900'
department:
- _id: '6'
- _id: '444'
editor:
- first_name: Olaf
full_name: Hartung, Olaf
id: '79451'
last_name: Hartung
file:
- access_level: closed
content_type: application/pdf
creator: ohartung
date_created: 2023-01-31T12:29:23Z
date_updated: 2023-01-31T12:29:23Z
file_id: '41179'
file_name: Universität Paderborn - Konzeptpapier zur Konferenz 'Geschichte im digitalen
Wandel'.pdf
file_size: 459485
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file_date_updated: 2023-01-31T12:29:23Z
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language:
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main_file_link:
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url: https://kw.uni-paderborn.de/historisches-institut/theorie-und-didaktik-der-geschichte/konferenz-geschichte-im-digitalen-wandel
oa: '1'
place: Paderborn
publication_status: published
publisher: Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik
der Geschichte
status: public
title: Konzeptpapier zur Konferenz "Geschichte im digitalen Wandel? Geschichtskultur
– Erinnerungspraktiken – Historisches Lernen"
type: conference_editor
user_id: '79451'
year: '2022'
...
---
_id: '49554'
author:
- first_name: Jörn
full_name: Steigerwald, Jörn
id: '37947'
last_name: Steigerwald
citation:
ama: 'Steigerwald J. Post-rousseauistische Kulturanthropologie: Francois-René de
Chateaubriands Erzählung “Atala” . Romanistische Zeitschrift für Literaturgeschichte.
2022;46(3/4):355-370.'
apa: 'Steigerwald, J. (2022). Post-rousseauistische Kulturanthropologie: Francois-René
de Chateaubriands Erzählung “Atala” . Romanistische Zeitschrift Für Literaturgeschichte,
46(3/4), 355–370.'
bibtex: '@article{Steigerwald_2022, title={Post-rousseauistische Kulturanthropologie:
Francois-René de Chateaubriands Erzählung “Atala” }, volume={46}, number={3/4},
journal={Romanistische Zeitschrift für Literaturgeschichte}, author={Steigerwald,
Jörn}, year={2022}, pages={355–370} }'
chicago: 'Steigerwald, Jörn. “Post-Rousseauistische Kulturanthropologie: Francois-René
de Chateaubriands Erzählung ‘Atala’ .” Romanistische Zeitschrift Für Literaturgeschichte
46, no. 3/4 (2022): 355–70.'
ieee: 'J. Steigerwald, “Post-rousseauistische Kulturanthropologie: Francois-René
de Chateaubriands Erzählung ‘Atala’ ,” Romanistische Zeitschrift für Literaturgeschichte,
vol. 46, no. 3/4, pp. 355–370, 2022.'
mla: 'Steigerwald, Jörn. “Post-Rousseauistische Kulturanthropologie: Francois-René
de Chateaubriands Erzählung ‘Atala’ .” Romanistische Zeitschrift Für Literaturgeschichte,
vol. 46, no. 3/4, 2022, pp. 355–70.'
short: J. Steigerwald, Romanistische Zeitschrift Für Literaturgeschichte 46 (2022)
355–370.
date_created: 2023-12-08T09:29:29Z
date_updated: 2023-12-08T09:29:33Z
department:
- _id: '116'
intvolume: ' 46'
issue: 3/4
language:
- iso: eng
page: 355-370
publication: Romanistische Zeitschrift für Literaturgeschichte
status: public
title: 'Post-rousseauistische Kulturanthropologie: Francois-René de Chateaubriands
Erzählung "Atala" '
type: journal_article
user_id: '29963'
volume: 46
year: '2022'
...
---
_id: '48861'
abstract:
- lang: eng
text: Generating instances of different properties is key to algorithm selection
methods that differentiate between the performance of different solvers for a
given combinatorial optimization problem. A wide range of methods using evolutionary
computation techniques has been introduced in recent years. With this paper, we
contribute to this area of research by providing a new approach based on quality
diversity (QD) that is able to explore the whole feature space. QD algorithms
allow to create solutions of high quality within a given feature space by splitting
it up into boxes and improving solution quality within each box. We use our QD
approach for the generation of TSP instances to visualize and analyze the variety
of instances differentiating various TSP solvers and compare it to instances generated
by established approaches from the literature.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann F. Exploring the Feature Space of TSP Instances Using Quality
Diversity. In: Proceedings of the Genetic and Evolutionary Computation Conference.
GECCO ’22. Association for Computing Machinery; 2022:186–194. doi:10.1145/3512290.3528851'
apa: Bossek, J., & Neumann, F. (2022). Exploring the Feature Space of TSP Instances
Using Quality Diversity. Proceedings of the Genetic and Evolutionary Computation
Conference, 186–194. https://doi.org/10.1145/3512290.3528851
bibtex: '@inproceedings{Bossek_Neumann_2022, place={New York, NY, USA}, series={GECCO
’22}, title={Exploring the Feature Space of TSP Instances Using Quality Diversity},
DOI={10.1145/3512290.3528851},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann,
Frank}, year={2022}, pages={186–194}, collection={GECCO ’22} }'
chicago: 'Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP
Instances Using Quality Diversity.” In Proceedings of the Genetic and Evolutionary
Computation Conference, 186–194. GECCO ’22. New York, NY, USA: Association
for Computing Machinery, 2022. https://doi.org/10.1145/3512290.3528851.'
ieee: 'J. Bossek and F. Neumann, “Exploring the Feature Space of TSP Instances Using
Quality Diversity,” in Proceedings of the Genetic and Evolutionary Computation
Conference, 2022, pp. 186–194, doi: 10.1145/3512290.3528851.'
mla: Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances
Using Quality Diversity.” Proceedings of the Genetic and Evolutionary Computation
Conference, Association for Computing Machinery, 2022, pp. 186–194, doi:10.1145/3512290.3528851.
short: 'J. Bossek, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation
Conference, Association for Computing Machinery, New York, NY, USA, 2022, pp.
186–194.'
date_created: 2023-11-14T15:58:55Z
date_updated: 2023-12-13T10:45:56Z
department:
- _id: '819'
doi: 10.1145/3512290.3528851
extern: '1'
keyword:
- instance features
- instance generation
- quality diversity
- TSP
language:
- iso: eng
page: 186–194
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
isbn:
- 978-1-4503-9237-2
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’22
status: public
title: Exploring the Feature Space of TSP Instances Using Quality Diversity
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48868'
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann A, Neumann F. Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA. In: Proceedings of the Genetic
and Evolutionary Computation Conference Companion. GECCO’22. Association for
Computing Machinery; 2022:824–842. doi:10.1145/3520304.3533626'
apa: 'Bossek, J., Neumann, A., & Neumann, F. (2022). Evolutionary Diversity
Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.
Proceedings of the Genetic and Evolutionary Computation Conference Companion,
824–842. https://doi.org/10.1145/3520304.3533626'
bibtex: '@inproceedings{Bossek_Neumann_Neumann_2022, place={New York, NY, USA},
series={GECCO’22}, title={Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA}, DOI={10.1145/3520304.3533626},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
Companion}, publisher={Association for Computing Machinery}, author={Bossek, Jakob
and Neumann, Aneta and Neumann, Frank}, year={2022}, pages={824–842}, collection={GECCO’22}
}'
chicago: 'Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Evolutionary Diversity
Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.”
In Proceedings of the Genetic and Evolutionary Computation Conference Companion,
824–842. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022.
https://doi.org/10.1145/3520304.3533626.'
ieee: 'J. Bossek, A. Neumann, and F. Neumann, “Evolutionary Diversity Optimization
for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA,” in Proceedings
of the Genetic and Evolutionary Computation Conference Companion, 2022, pp.
824–842, doi: 10.1145/3520304.3533626.'
mla: 'Bossek, Jakob, et al. “Evolutionary Diversity Optimization for Combinatorial
Optimization: Tutorial at GECCO’22, Boston, USA.” Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing
Machinery, 2022, pp. 824–842, doi:10.1145/3520304.3533626.'
short: 'J. Bossek, A. Neumann, F. Neumann, in: Proceedings of the Genetic and Evolutionary
Computation Conference Companion, Association for Computing Machinery, New York,
NY, USA, 2022, pp. 824–842.'
date_created: 2023-11-14T15:58:56Z
date_updated: 2023-12-13T10:46:19Z
department:
- _id: '819'
doi: 10.1145/3520304.3533626
extern: '1'
language:
- iso: eng
page: 824–842
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
isbn:
- 978-1-4503-9268-6
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO’22
status: public
title: 'Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial
at GECCO’22, Boston, USA'
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48882'
abstract:
- lang: eng
text: In multimodal multi-objective optimization (MMMOO), the focus is not solely
on convergence in objective space, but rather also on explicitly ensuring diversity
in decision space. We illustrate why commonly used diversity measures are not
entirely appropriate for this task and propose a sophisticated basin-based evaluation
(BBE) method. Also, BBE variants are developed, capturing the anytime behavior
of algorithms. The set of BBE measures is tested by means of an algorithm configuration
study. We show that these new measures also transfer properties of the well-established
hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective
space convergence. Moreover, we advance MMMOO research by providing insights into
the multimodal performance of the considered algorithms. Specifically, algorithms
exploiting local structures are shown to outperform classical evolutionary multi-objective
optimizers regarding the BBE variants and respective trade-off with HV.
author:
- first_name: Jonathan
full_name: Heins, Jonathan
last_name: Heins
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
citation:
ama: 'Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G,
Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. Parallel Problem
Solving from Nature (PPSN XVII). Lecture Notes in Computer Science. Springer
International Publishing; 2022:192–206. doi:10.1007/978-3-031-14714-2_14'
apa: 'Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., & Trautmann,
H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization
Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &
T. Tusar (Eds.), Parallel Problem Solving from Nature (PPSN XVII) (pp.
192–206). Springer International Publishing. https://doi.org/10.1007/978-3-031-14714-2_14'
bibtex: '@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={10.1007/978-3-031-14714-2_14},
booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer
International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier,
Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph,
Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa,
Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes
in Computer Science} }'
chicago: 'Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob
Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” In Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela
Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer
International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_14.'
ieee: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann,
“BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,”
in Parallel Problem Solving from Nature (PPSN XVII), 2022, pp. 192–206,
doi: 10.1007/978-3-031-14714-2_14.'
mla: 'Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph et al., Springer International Publishing, 2022, pp.
192–206, doi:10.1007/978-3-031-14714-2_14.'
short: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann,
in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.),
Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing,
Cham, 2022, pp. 192–206.'
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:47:50Z
department:
- _id: '819'
doi: 10.1007/978-3-031-14714-2_14
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
extern: '1'
keyword:
- Anytime behavior
- Benchmarking
- Continuous optimization
- Multi-objective optimization
- Multimodality
- Performance metric
language:
- iso: eng
page: 192–206
place: Cham
publication: Parallel Problem Solving from Nature (PPSN XVII)
publication_identifier:
isbn:
- 978-3-031-14714-2
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems'
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48894'
abstract:
- lang: eng
text: Recently different evolutionary computation approaches have been developed
that generate sets of high quality diverse solutions for a given optimisation
problem. Many studies have considered diversity 1) as a mean to explore niches
in behavioural space (quality diversity) or 2) to increase the structural differences
of solutions (evolutionary diversity optimisation). In this study, we introduce
a co-evolutionary algorithm to simultaneously explore the two spaces for the multi-component
traveling thief problem. The results show the capability of the co-evolutionary
algorithm to achieve significantly higher diversity compared to the baseline evolutionary
diversity algorithms from the literature.
author:
- first_name: Adel
full_name: Nikfarjam, Adel
last_name: Nikfarjam
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Nikfarjam A, Neumann A, Bossek J, Neumann F. Co-Evolutionary Diversity Optimisation
for the Traveling Thief Problem. In: Rudolph G, Kononova AV, Aguirre H, Kerschke
P, Ochoa G, Tu\v sar T, eds. Parallel Problem Solving from Nature (PPSN XVII).
Lecture Notes in Computer Science. Springer International Publishing; 2022:237–249.
doi:10.1007/978-3-031-14714-2_17'
apa: Nikfarjam, A., Neumann, A., Bossek, J., & Neumann, F. (2022). Co-Evolutionary
Diversity Optimisation for the Traveling Thief Problem. In G. Rudolph, A. V. Kononova,
H. Aguirre, P. Kerschke, G. Ochoa, & T. Tu\v sar (Eds.), Parallel Problem
Solving from Nature (PPSN XVII) (pp. 237–249). Springer International Publishing.
https://doi.org/10.1007/978-3-031-14714-2_17
bibtex: '@inproceedings{Nikfarjam_Neumann_Bossek_Neumann_2022, place={Cham}, series={Lecture
Notes in Computer Science}, title={Co-Evolutionary Diversity Optimisation for
the Traveling Thief Problem}, DOI={10.1007/978-3-031-14714-2_17},
booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer
International Publishing}, author={Nikfarjam, Adel and Neumann, Aneta and Bossek,
Jakob and Neumann, Frank}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre,
Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tu\v sar, Tea}, year={2022},
pages={237–249}, collection={Lecture Notes in Computer Science} }'
chicago: 'Nikfarjam, Adel, Aneta Neumann, Jakob Bossek, and Frank Neumann. “Co-Evolutionary
Diversity Optimisation for the Traveling Thief Problem.” In Parallel Problem
Solving from Nature (PPSN XVII), edited by Günter Rudolph, Anna V. Kononova,
Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tu\v sar, 237–249. Lecture
Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_17.'
ieee: 'A. Nikfarjam, A. Neumann, J. Bossek, and F. Neumann, “Co-Evolutionary Diversity
Optimisation for the Traveling Thief Problem,” in Parallel Problem Solving
from Nature (PPSN XVII), 2022, pp. 237–249, doi: 10.1007/978-3-031-14714-2_17.'
mla: Nikfarjam, Adel, et al. “Co-Evolutionary Diversity Optimisation for the Traveling
Thief Problem.” Parallel Problem Solving from Nature (PPSN XVII), edited
by Günter Rudolph et al., Springer International Publishing, 2022, pp. 237–249,
doi:10.1007/978-3-031-14714-2_17.
short: 'A. Nikfarjam, A. Neumann, J. Bossek, F. Neumann, in: G. Rudolph, A.V. Kononova,
H. Aguirre, P. Kerschke, G. Ochoa, T. Tu\v sar (Eds.), Parallel Problem Solving
from Nature (PPSN XVII), Springer International Publishing, Cham, 2022, pp. 237–249.'
date_created: 2023-11-14T15:59:00Z
date_updated: 2023-12-13T10:49:51Z
department:
- _id: '819'
doi: 10.1007/978-3-031-14714-2_17
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tu\v sar, Tea
last_name: Tu\v sar
extern: '1'
keyword:
- Co-evolutionary algorithms
- Evolutionary diversity optimisation
- Quality diversity
- Traveling thief problem
language:
- iso: eng
page: 237–249
place: Cham
publication: Parallel Problem Solving from Nature (PPSN XVII)
publication_identifier:
isbn:
- 978-3-031-14714-2
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48878'
abstract:
- lang: eng
text: Due to the rise of continuous data-generating applications, analyzing data
streams has gained increasing attention over the past decades. A core research
area in stream data is stream classification, which categorizes or detects data
points within an evolving stream of observations. Areas of stream classification
are diverse\textemdash ranging, e.g., from monitoring sensor data to analyzing
a wide range of (social) media applications. Research in stream classification
is related to developing methods that adapt to the changing and potentially volatile
data stream. It focuses on individual aspects of the stream classification pipeline,
e.g., designing suitable algorithm architectures, an efficient train and test
procedure, or detecting so-called concept drifts. As a result of the many different
research questions and strands, the field is challenging to grasp, especially
for beginners. This survey explores, summarizes, and categorizes work within the
domain of stream classification and identifies core research threads over the
past few years. It is structured based on the stream classification process to
facilitate coordination within this complex topic, including common application
scenarios and benchmarking data sets. Thus, both newcomers to the field and experts
who want to widen their scope can gain (additional) insight into this research
area and find starting points and pointers to more in-depth literature on specific
issues and research directions in the field.
author:
- first_name: Lena
full_name: Clever, Lena
last_name: Clever
- first_name: Janina Susanne
full_name: Pohl, Janina Susanne
last_name: Pohl
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
citation:
ama: 'Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream
Classification Pipeline: A Literature Review. Applied Sciences. 2022;12(18):9094.
doi:10.3390/app12189094'
apa: 'Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., & Trautmann, H. (2022).
Process-Oriented Stream Classification Pipeline: A Literature Review. Applied
Sciences, 12(18), 9094. https://doi.org/10.3390/app12189094'
bibtex: '@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented
Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={10.3390/app12189094},
number={18}, journal={Applied Sciences}, publisher={{Multidisciplinary Digital
Publishing Institute}}, author={Clever, Lena and Pohl, Janina Susanne and Bossek,
Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={9094} }'
chicago: 'Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and
Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature
Review.” Applied Sciences 12, no. 18 (2022): 9094. https://doi.org/10.3390/app12189094.'
ieee: 'L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented
Stream Classification Pipeline: A Literature Review,” Applied Sciences,
vol. 12, no. 18, p. 9094, 2022, doi: 10.3390/app12189094.'
mla: 'Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature
Review.” Applied Sciences, vol. 12, no. 18, {Multidisciplinary Digital
Publishing Institute}, 2022, p. 9094, doi:10.3390/app12189094.'
short: L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences
12 (2022) 9094.
date_created: 2023-11-14T15:58:57Z
date_updated: 2023-12-13T10:50:56Z
department:
- _id: '819'
doi: 10.3390/app12189094
intvolume: ' 12'
issue: '18'
keyword:
- big data
- data mining
- data stream analysis
- machine learning
- stream classification
- supervised learning
language:
- iso: eng
page: '9094'
publication: Applied Sciences
publication_identifier:
issn:
- 2076-3417
publisher: '{Multidisciplinary Digital Publishing Institute}'
status: public
title: 'Process-Oriented Stream Classification Pipeline: A Literature Review'
type: journal_article
user_id: '102979'
volume: 12
year: '2022'
...