[{"year":"2022","citation":{"ieee":"J. Papenkordt, S. Gabriel, K. Thommes, and R. Dumitrescu, <i>Künstliche Intelligenz in der industriellen Arbeitswelt</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022.","chicago":"Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022. <a href=\"https://doi.org/10.55594/tmao3234\">https://doi.org/10.55594/tmao3234</a>.","ama":"Papenkordt J, Gabriel S, Thommes K, Dumitrescu R. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt</i>. Kompetenzzentrum Arbeitswelt.Plus; 2022. doi:<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>","bibtex":"@book{Papenkordt_Gabriel_Thommes_Dumitrescu_2022, title={Künstliche Intelligenz in der industriellen Arbeitswelt}, DOI={<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>}, publisher={Kompetenzzentrum Arbeitswelt.Plus}, author={Papenkordt, Jörg and Gabriel, Stefan and Thommes, Kirsten and Dumitrescu, Roman}, year={2022} }","short":"J. Papenkordt, S. Gabriel, K. Thommes, R. Dumitrescu, Künstliche Intelligenz in Der Industriellen Arbeitswelt, Kompetenzzentrum Arbeitswelt.Plus, 2022.","mla":"Papenkordt, Jörg, et al. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022, doi:<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>.","apa":"Papenkordt, J., Gabriel, S., Thommes, K., &#38; Dumitrescu, R. (2022). <i>Künstliche Intelligenz in der industriellen Arbeitswelt</i>. Kompetenzzentrum Arbeitswelt.Plus. <a href=\"https://doi.org/10.55594/tmao3234\">https://doi.org/10.55594/tmao3234</a>"},"publication_status":"published","title":"Künstliche Intelligenz in der industriellen Arbeitswelt","doi":"10.55594/tmao3234","date_updated":"2023-12-05T10:12:31Z","publisher":"Kompetenzzentrum Arbeitswelt.Plus","author":[{"first_name":"Jörg","last_name":"Papenkordt","id":"44648","full_name":"Papenkordt, Jörg"},{"first_name":"Stefan","full_name":"Gabriel, Stefan","last_name":"Gabriel"},{"first_name":"Kirsten","last_name":"Thommes","id":"72497","full_name":"Thommes, Kirsten"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2023-06-20T07:38:01Z","abstract":[{"lang":"eng","text":"<jats:p>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.</jats:p>"}],"status":"public","type":"report","language":[{"iso":"eng"}],"_id":"45668","project":[{"name":"KIAM: KIAM: Kompetenzzentrum KI in der Arbeitswelt des industriellen Mittelstands in OstWestfalenLippe","_id":"409","grant_number":"02L19C115"}],"department":[{"_id":"184"},{"_id":"178"}],"user_id":"42933"},{"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","publisher":"Elsevier BV","date_updated":"2023-12-06T09:17:32Z","date_created":"2023-05-08T12:28:18Z","author":[{"first_name":"Julia Amelie","last_name":"Hoppe","full_name":"Hoppe, Julia Amelie","id":"73093"},{"full_name":"Tuisku, Outi","last_name":"Tuisku","first_name":"Outi"},{"last_name":"Johansson-Pajala","full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie"},{"last_name":"Pekkarinen","full_name":"Pekkarinen, Satu","first_name":"Satu"},{"first_name":"Lea","full_name":"Hennala, Lea","last_name":"Hennala"},{"last_name":"Gustafsson","full_name":"Gustafsson, Christine","first_name":"Christine"},{"last_name":"Melkas","full_name":"Melkas, Helinä","first_name":"Helinä"},{"last_name":"Thommes","full_name":"Thommes, Kirsten","id":"72497","first_name":"Kirsten"}],"volume":9,"year":"2022","citation":{"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.” <i>Computers in Human Behavior Reports</i>, vol. 9, 100258, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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={<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>}, 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} }","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).","apa":"Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., &#38; Thommes, K. (2022). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. <i>Computers in Human Behavior Reports</i>, <i>9</i>, Article 100258. <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>","ieee":"J. A. Hoppe <i>et al.</i>, “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” <i>Computers in Human Behavior Reports</i>, vol. 9, Art. no. 100258, 2022, doi: <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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.” <i>Computers in Human Behavior Reports</i> 9 (2022). <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>.","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. <i>Computers in Human Behavior Reports</i>. 2022;9. doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>"},"intvolume":"         9","publication_status":"published","publication_identifier":{"issn":["2451-9588"]},"article_number":"100258","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"language":[{"iso":"eng"}],"project":[{"grant_number":"16SV7954","name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","_id":"46"}],"_id":"44637","user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"status":"public","type":"journal_article","publication":"Computers in Human Behavior Reports"},{"language":[{"iso":"eng"}],"keyword":["Strategy and Management","Business","Management and Accounting (miscellaneous)"],"user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"project":[{"grant_number":"DFG 398074981","_id":"81","name":"OrgIdent: Die Konstruktion organisationaler Identität und der Einfluss von Geschichte"}],"_id":"34191","status":"public","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Since 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.</jats:p>","lang":"eng"}],"type":"journal_article","publication":"Management Review Quarterly","doi":"10.1007/s11301-022-00311-7","title":"Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity","author":[{"first_name":"Karin","last_name":"Knorr","id":"33333","full_name":"Knorr, Karin"},{"last_name":"Hein-Pensel","full_name":"Hein-Pensel, Franziska","first_name":"Franziska"}],"date_created":"2022-12-05T09:42:30Z","publisher":"Springer Science and Business Media LLC","date_updated":"2023-12-06T09:22:57Z","citation":{"bibtex":"@article{Knorr_Hein-Pensel_2022, title={Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity}, DOI={<a href=\"https://doi.org/10.1007/s11301-022-00311-7\">10.1007/s11301-022-00311-7</a>}, journal={Management Review Quarterly}, publisher={Springer Science and Business Media LLC}, author={Knorr, Karin and Hein-Pensel, Franziska}, year={2022} }","mla":"Knorr, Karin, and Franziska Hein-Pensel. “Since Albert and Whetten: The Dissemination of Albert and Whetten’s Conceptualization of Organizational Identity.” <i>Management Review Quarterly</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s11301-022-00311-7\">10.1007/s11301-022-00311-7</a>.","short":"K. Knorr, F. Hein-Pensel, Management Review Quarterly (2022).","apa":"Knorr, K., &#38; Hein-Pensel, F. (2022). Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity. <i>Management Review Quarterly</i>. <a href=\"https://doi.org/10.1007/s11301-022-00311-7\">https://doi.org/10.1007/s11301-022-00311-7</a>","ieee":"K. Knorr and F. Hein-Pensel, “Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity,” <i>Management Review Quarterly</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s11301-022-00311-7\">10.1007/s11301-022-00311-7</a>.","chicago":"Knorr, Karin, and Franziska Hein-Pensel. “Since Albert and Whetten: The Dissemination of Albert and Whetten’s Conceptualization of Organizational Identity.” <i>Management Review Quarterly</i>, 2022. <a href=\"https://doi.org/10.1007/s11301-022-00311-7\">https://doi.org/10.1007/s11301-022-00311-7</a>.","ama":"Knorr K, Hein-Pensel F. Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity. <i>Management Review Quarterly</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s11301-022-00311-7\">10.1007/s11301-022-00311-7</a>"},"year":"2022","publication_status":"published","publication_identifier":{"issn":["2198-1620","2198-1639"]}},{"status":"public","type":"journal_article","publication":"Computers in Human Behavior Reports","language":[{"iso":"eng"}],"article_number":"100258","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"project":[{"name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","_id":"46","grant_number":"16SV7954"}],"_id":"34295","citation":{"apa":"Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., &#38; Thommes, K. (2022). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. <i>Computers in Human Behavior Reports</i>, Article 100258. <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>","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={<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>}, 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} }","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.” <i>Computers in Human Behavior Reports</i>, 100258, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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).","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. <i>Computers in Human Behavior Reports</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>","ieee":"J. A. Hoppe <i>et al.</i>, “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” <i>Computers in Human Behavior Reports</i>, Art. no. 100258, 2022, doi: <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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.” <i>Computers in Human Behavior Reports</i>, 2022. <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>."},"year":"2022","publication_status":"published","publication_identifier":{"issn":["2451-9588"]},"doi":"10.1016/j.chbr.2022.100258","title":"When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty","author":[{"first_name":"Julia Amelie","id":"73093","full_name":"Hoppe, Julia Amelie","last_name":"Hoppe"},{"first_name":"Outi","full_name":"Tuisku, Outi","last_name":"Tuisku"},{"full_name":"Johansson-Pajala, Rose-Marie","last_name":"Johansson-Pajala","first_name":"Rose-Marie"},{"first_name":"Satu","full_name":"Pekkarinen, Satu","last_name":"Pekkarinen"},{"full_name":"Hennala, Lea","last_name":"Hennala","first_name":"Lea"},{"first_name":"Christine","last_name":"Gustafsson","full_name":"Gustafsson, Christine"},{"first_name":"Helinä","last_name":"Melkas","full_name":"Melkas, Helinä"},{"first_name":"Kirsten","id":"72497","full_name":"Thommes, Kirsten","last_name":"Thommes"}],"date_created":"2022-12-09T08:08:57Z","date_updated":"2023-12-06T09:18:14Z","publisher":"Elsevier BV"},{"type":"journal_article","publication":"Computers in Human Behavior Reports","status":"public","project":[{"name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","_id":"46","grant_number":"16SV7954"}],"_id":"44636","user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"article_number":"100258","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["2451-9588"]},"year":"2022","citation":{"ieee":"J. A. Hoppe <i>et al.</i>, “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” <i>Computers in Human Behavior Reports</i>, vol. 9, Art. no. 100258, 2022, doi: <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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.” <i>Computers in Human Behavior Reports</i> 9 (2022). <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>.","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. <i>Computers in Human Behavior Reports</i>. 2022;9. doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>","apa":"Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., &#38; Thommes, K. (2022). When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. <i>Computers in Human Behavior Reports</i>, <i>9</i>, Article 100258. <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">https://doi.org/10.1016/j.chbr.2022.100258</a>","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).","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.” <i>Computers in Human Behavior Reports</i>, vol. 9, 100258, Elsevier BV, 2022, doi:<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>.","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={<a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>}, 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} }"},"intvolume":"         9","publisher":"Elsevier BV","date_updated":"2023-12-06T09:17:55Z","author":[{"first_name":"Julia A.","last_name":"Hoppe","full_name":"Hoppe, Julia A."},{"first_name":"Outi","full_name":"Tuisku, Outi","last_name":"Tuisku"},{"full_name":"Johansson-Pajala, Rose-Marie","last_name":"Johansson-Pajala","first_name":"Rose-Marie"},{"first_name":"Satu","last_name":"Pekkarinen","full_name":"Pekkarinen, Satu"},{"last_name":"Hennala","full_name":"Hennala, Lea","first_name":"Lea"},{"full_name":"Gustafsson, Christine","last_name":"Gustafsson","first_name":"Christine"},{"first_name":"Helinä","full_name":"Melkas, Helinä","last_name":"Melkas"},{"first_name":"Kirsten","last_name":"Thommes","full_name":"Thommes, Kirsten"}],"date_created":"2023-05-08T12:27:30Z","volume":9,"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"},{"year":"2022","citation":{"apa":"Hoppe, J. A., Melkas, H., Pekkarinen, S., Tuisku, O., Hennala, L., Johansson-Pajala, R.-M., Gustafsson, C., &#38; Thommes, K. (2022). Perception of Society’s Trust in Care Robots by Public Opinion Leaders. <i>International Journal of Human–Computer Interaction</i>, 1–17. <a href=\"https://doi.org/10.1080/10447318.2022.2081283\">https://doi.org/10.1080/10447318.2022.2081283</a>","mla":"Hoppe, Julia Amelie, et al. “Perception of Society’s Trust in Care Robots by Public Opinion Leaders.” <i>International Journal of Human–Computer Interaction</i>, Informa UK Limited, 2022, pp. 1–17, doi:<a href=\"https://doi.org/10.1080/10447318.2022.2081283\">10.1080/10447318.2022.2081283</a>.","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.","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={<a href=\"https://doi.org/10.1080/10447318.2022.2081283\">10.1080/10447318.2022.2081283</a>}, 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} }","ama":"Hoppe JA, Melkas H, Pekkarinen S, et al. Perception of Society’s Trust in Care Robots by Public Opinion Leaders. <i>International Journal of Human–Computer Interaction</i>. 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Geschichtskultur – Erinnerungspraktiken – Historisches Lernen,” Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte, Paderborn, 2022.","mla":"Hartung, Olaf, editor. <i>Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.”</i> Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte, 2022.","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} }","apa":"Hartung, O. (Ed.). (2022). <i>Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.”</i> Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte.","chicago":"Hartung, Olaf, ed. <i>Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.”</i> Paderborn: Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte, 2022.","ieee":"O. Hartung, Ed., <i>Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.”</i> Paderborn: Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte, 2022.","ama":"Hartung O, ed. <i>Konzeptpapier zur Konferenz “Geschichte im digitalen Wandel? Geschichtskultur – Erinnerungspraktiken – Historisches Lernen.”</i> Universität Paderborn, Historisches Institut, Abt. Theorie und Didaktik der Geschichte; 2022."},"place":"Paderborn","publication_status":"published","has_accepted_license":"1"},{"author":[{"first_name":"Jörn","last_name":"Steigerwald","full_name":"Steigerwald, Jörn","id":"37947"}],"date_created":"2023-12-08T09:29:29Z","volume":46,"date_updated":"2023-12-08T09:29:33Z","title":"Post-rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung \"Atala\" ","issue":"3/4","citation":{"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} }","short":"J. Steigerwald, Romanistische Zeitschrift Für Literaturgeschichte 46 (2022) 355–370.","mla":"Steigerwald, Jörn. “Post-Rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung ‘Atala’ .” <i>Romanistische Zeitschrift Für Literaturgeschichte</i>, vol. 46, no. 3/4, 2022, pp. 355–70.","apa":"Steigerwald, J. (2022). Post-rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung “Atala” . <i>Romanistische Zeitschrift Für Literaturgeschichte</i>, <i>46</i>(3/4), 355–370.","ieee":"J. Steigerwald, “Post-rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung ‘Atala’ ,” <i>Romanistische Zeitschrift für Literaturgeschichte</i>, vol. 46, no. 3/4, pp. 355–370, 2022.","chicago":"Steigerwald, Jörn. “Post-Rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung ‘Atala’ .” <i>Romanistische Zeitschrift Für Literaturgeschichte</i> 46, no. 3/4 (2022): 355–70.","ama":"Steigerwald J. Post-rousseauistische Kulturanthropologie: Francois-René de Chateaubriands Erzählung “Atala” . <i>Romanistische Zeitschrift für Literaturgeschichte</i>. 2022;46(3/4):355-370."},"intvolume":"        46","page":"355-370","year":"2022","user_id":"29963","department":[{"_id":"116"}],"_id":"49554","language":[{"iso":"eng"}],"type":"journal_article","publication":"Romanistische Zeitschrift für Literaturgeschichte","status":"public"},{"publication_identifier":{"isbn":["978-1-4503-9237-2"]},"publication_status":"published","place":"New York, NY, USA","page":"186–194","citation":{"chicago":"Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances Using Quality Diversity.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 186–194. GECCO ’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3512290.3528851\">https://doi.org/10.1145/3512290.3528851</a>.","ieee":"J. Bossek and F. Neumann, “Exploring the Feature Space of TSP Instances Using Quality Diversity,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 2022, pp. 186–194, doi: <a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>.","ama":"Bossek J, Neumann F. Exploring the Feature Space of TSP Instances Using Quality Diversity. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>. GECCO ’22. Association for Computing Machinery; 2022:186–194. doi:<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>","mla":"Bossek, Jakob, and Frank Neumann. “Exploring the Feature Space of TSP Instances Using Quality Diversity.” <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, Association for Computing Machinery, 2022, pp. 186–194, doi:<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>.","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={<a href=\"https://doi.org/10.1145/3512290.3528851\">10.1145/3512290.3528851</a>}, 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} }","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.","apa":"Bossek, J., &#38; Neumann, F. (2022). Exploring the Feature Space of TSP Instances Using Quality Diversity. <i>Proceedings of the Genetic and Evolutionary Computation Conference</i>, 186–194. <a href=\"https://doi.org/10.1145/3512290.3528851\">https://doi.org/10.1145/3512290.3528851</a>"},"date_updated":"2023-12-13T10:45:56Z","author":[{"first_name":"Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek","id":"102979","full_name":"Bossek, Jakob"},{"full_name":"Neumann, Frank","last_name":"Neumann","first_name":"Frank"}],"doi":"10.1145/3512290.3528851","type":"conference","status":"public","_id":"48861","department":[{"_id":"819"}],"user_id":"102979","series_title":"GECCO ’22","extern":"1","year":"2022","publisher":"Association for Computing Machinery","date_created":"2023-11-14T15:58:55Z","title":"Exploring the Feature Space of TSP Instances Using Quality Diversity","publication":"Proceedings of the Genetic and Evolutionary Computation Conference","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."}],"keyword":["instance features","instance generation","quality diversity","TSP"],"language":[{"iso":"eng"}]},{"status":"public","type":"conference","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","extern":"1","language":[{"iso":"eng"}],"series_title":"GECCO’22","user_id":"102979","department":[{"_id":"819"}],"_id":"48868","citation":{"ama":"Bossek J, Neumann A, Neumann F. Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22. Association for Computing Machinery; 2022:824–842. doi:<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>","chicago":"Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 824–842. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3520304.3533626\">https://doi.org/10.1145/3520304.3533626</a>.","ieee":"J. Bossek, A. Neumann, and F. Neumann, “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2022, pp. 824–842, doi: <a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>.","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={<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>}, 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} }","mla":"Bossek, Jakob, et al. “Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2022, pp. 824–842, doi:<a href=\"https://doi.org/10.1145/3520304.3533626\">10.1145/3520304.3533626</a>.","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.","apa":"Bossek, J., Neumann, A., &#38; Neumann, F. (2022). Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 824–842. <a href=\"https://doi.org/10.1145/3520304.3533626\">https://doi.org/10.1145/3520304.3533626</a>"},"page":"824–842","year":"2022","place":"New York, NY, USA","publication_status":"published","publication_identifier":{"isbn":["978-1-4503-9268-6"]},"doi":"10.1145/3520304.3533626","title":"Evolutionary Diversity Optimization for Combinatorial Optimization: Tutorial at GECCO’22, Boston, USA","author":[{"first_name":"Jakob","id":"102979","full_name":"Bossek, Jakob","orcid":"0000-0002-4121-4668","last_name":"Bossek"},{"last_name":"Neumann","full_name":"Neumann, Aneta","first_name":"Aneta"},{"full_name":"Neumann, Frank","last_name":"Neumann","first_name":"Frank"}],"date_created":"2023-11-14T15:58:56Z","publisher":"Association for Computing Machinery","date_updated":"2023-12-13T10:46:19Z"},{"doi":"10.1007/978-3-031-14714-2_14","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"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","id":"102979","full_name":"Bossek, Jakob"},{"first_name":"Heike","last_name":"Trautmann","full_name":"Trautmann, Heike"}],"date_updated":"2023-12-13T10:47:50Z","citation":{"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 <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 192–206, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>.","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 <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 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. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>.","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. <i>Parallel Problem Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer International Publishing; 2022:192–206. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>","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.","mla":"Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 192–206, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>.","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={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">10.1007/978-3-031-14714-2_14</a>}, 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} }","apa":"Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., &#38; 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, &#38; T. Tusar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp. 192–206). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_14\">https://doi.org/10.1007/978-3-031-14714-2_14</a>"},"page":"192–206","place":"Cham","publication_identifier":{"isbn":["978-3-031-14714-2"]},"extern":"1","series_title":"Lecture Notes in Computer Science","user_id":"102979","department":[{"_id":"819"}],"_id":"48882","status":"public","editor":[{"first_name":"Günter","full_name":"Rudolph, Günter","last_name":"Rudolph"},{"full_name":"Kononova, Anna V.","last_name":"Kononova","first_name":"Anna V."},{"last_name":"Aguirre","full_name":"Aguirre, Hernán","first_name":"Hernán"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"last_name":"Ochoa","full_name":"Ochoa, Gabriela","first_name":"Gabriela"},{"first_name":"Tea","last_name":"Tusar","full_name":"Tusar, Tea"}],"type":"conference","title":"BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems","date_created":"2023-11-14T15:58:58Z","publisher":"Springer International Publishing","year":"2022","language":[{"iso":"eng"}],"keyword":["Anytime behavior","Benchmarking","Continuous optimization","Multi-objective optimization","Multimodality","Performance metric"],"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."}],"publication":"Parallel Problem Solving from Nature (PPSN XVII)"},{"title":"Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem","date_created":"2023-11-14T15:59:00Z","publisher":"Springer International Publishing","year":"2022","language":[{"iso":"eng"}],"keyword":["Co-evolutionary algorithms","Evolutionary diversity optimisation","Quality diversity","Traveling thief problem"],"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."}],"publication":"Parallel Problem Solving from Nature (PPSN XVII)","doi":"10.1007/978-3-031-14714-2_17","author":[{"first_name":"Adel","full_name":"Nikfarjam, Adel","last_name":"Nikfarjam"},{"full_name":"Neumann, Aneta","last_name":"Neumann","first_name":"Aneta"},{"orcid":"0000-0002-4121-4668","last_name":"Bossek","id":"102979","full_name":"Bossek, Jakob","first_name":"Jakob"},{"first_name":"Frank","last_name":"Neumann","full_name":"Neumann, Frank"}],"date_updated":"2023-12-13T10:49:51Z","page":"237–249","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. <i>Parallel Problem Solving from Nature (PPSN XVII)</i>. Lecture Notes in Computer Science. Springer International Publishing; 2022:237–249. doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>","ieee":"A. Nikfarjam, A. Neumann, J. Bossek, and F. Neumann, “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem,” in <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 2022, pp. 237–249, doi: <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>.","chicago":"Nikfarjam, Adel, Aneta Neumann, Jakob Bossek, and Frank Neumann. “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem.” In <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, 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. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">https://doi.org/10.1007/978-3-031-14714-2_17</a>.","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.","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={<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>}, 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} }","mla":"Nikfarjam, Adel, et al. “Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem.” <i>Parallel Problem Solving from Nature (PPSN XVII)</i>, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 237–249, doi:<a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">10.1007/978-3-031-14714-2_17</a>.","apa":"Nikfarjam, A., Neumann, A., Bossek, J., &#38; Neumann, F. (2022). Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &#38; T. Tu\\v sar (Eds.), <i>Parallel Problem Solving from Nature (PPSN XVII)</i> (pp. 237–249). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-14714-2_17\">https://doi.org/10.1007/978-3-031-14714-2_17</a>"},"place":"Cham","publication_identifier":{"isbn":["978-3-031-14714-2"]},"publication_status":"published","extern":"1","department":[{"_id":"819"}],"user_id":"102979","series_title":"Lecture Notes in Computer Science","_id":"48894","status":"public","editor":[{"first_name":"Günter","full_name":"Rudolph, Günter","last_name":"Rudolph"},{"first_name":"Anna V.","last_name":"Kononova","full_name":"Kononova, Anna V."},{"first_name":"Hernán","last_name":"Aguirre","full_name":"Aguirre, Hernán"},{"first_name":"Pascal","last_name":"Kerschke","full_name":"Kerschke, Pascal"},{"full_name":"Ochoa, Gabriela","last_name":"Ochoa","first_name":"Gabriela"},{"last_name":"Tu\\v sar","full_name":"Tu\\v sar, Tea","first_name":"Tea"}],"type":"conference"},{"publisher":"{Multidisciplinary Digital Publishing Institute}","date_updated":"2023-12-13T10:50:56Z","author":[{"last_name":"Clever","full_name":"Clever, Lena","first_name":"Lena"},{"first_name":"Janina Susanne","full_name":"Pohl, Janina Susanne","last_name":"Pohl"},{"orcid":"0000-0002-4121-4668","last_name":"Bossek","full_name":"Bossek, Jakob","id":"102979","first_name":"Jakob"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"first_name":"Heike","full_name":"Trautmann, Heike","last_name":"Trautmann"}],"date_created":"2023-11-14T15:58:57Z","volume":12,"title":"Process-Oriented Stream Classification Pipeline: A Literature Review","doi":"10.3390/app12189094","publication_identifier":{"issn":["2076-3417"]},"issue":"18","year":"2022","citation":{"ama":"Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>. 2022;12(18):9094. doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>","chicago":"Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i> 12, no. 18 (2022): 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>.","ieee":"L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented Stream Classification Pipeline: A Literature Review,” <i>Applied Sciences</i>, vol. 12, no. 18, p. 9094, 2022, doi: <a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","mla":"Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature Review.” <i>Applied Sciences</i>, vol. 12, no. 18, {Multidisciplinary Digital Publishing Institute}, 2022, p. 9094, doi:<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>.","short":"L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 9094.","bibtex":"@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/app12189094\">10.3390/app12189094</a>}, 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} }","apa":"Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied Sciences</i>, <i>12</i>(18), 9094. <a href=\"https://doi.org/10.3390/app12189094\">https://doi.org/10.3390/app12189094</a>"},"page":"9094","intvolume":"        12","_id":"48878","user_id":"102979","department":[{"_id":"819"}],"keyword":["big data","data mining","data stream analysis","machine learning","stream classification","supervised learning"],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Applied Sciences","abstract":[{"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.","lang":"eng"}],"status":"public"}]