[{"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","language":[{"iso":"eng"}],"keyword":["Strategy and Management","Business","Management and Accounting (miscellaneous)"],"user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"project":[{"_id":"81","name":"OrgIdent: Die Konstruktion organisationaler Identität und der Einfluss von Geschichte","grant_number":"DFG 398074981"}],"_id":"34191","citation":{"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>","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>","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>.","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} }","short":"K. Knorr, F. Hein-Pensel, Management Review Quarterly (2022)."},"year":"2022","publication_status":"published","publication_identifier":{"issn":["2198-1620","2198-1639"]},"doi":"10.1007/s11301-022-00311-7","title":"Since Albert and Whetten: the dissemination of Albert and Whetten’s conceptualization of organizational identity","author":[{"id":"33333","full_name":"Knorr, Karin","last_name":"Knorr","first_name":"Karin"},{"first_name":"Franziska","last_name":"Hein-Pensel","full_name":"Hein-Pensel, Franziska"}],"date_created":"2022-12-05T09:42:30Z","date_updated":"2023-12-06T09:22:57Z","publisher":"Springer Science and Business Media LLC"},{"citation":{"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>.","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>.","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>","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>","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).","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} }"},"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","date_created":"2022-12-09T08:08:57Z","author":[{"full_name":"Hoppe, Julia Amelie","id":"73093","last_name":"Hoppe","first_name":"Julia Amelie"},{"first_name":"Outi","last_name":"Tuisku","full_name":"Tuisku, Outi"},{"last_name":"Johansson-Pajala","full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie"},{"first_name":"Satu","last_name":"Pekkarinen","full_name":"Pekkarinen, Satu"},{"first_name":"Lea","full_name":"Hennala, Lea","last_name":"Hennala"},{"full_name":"Gustafsson, Christine","last_name":"Gustafsson","first_name":"Christine"},{"last_name":"Melkas","full_name":"Melkas, Helinä","first_name":"Helinä"},{"first_name":"Kirsten","last_name":"Thommes","id":"72497","full_name":"Thommes, Kirsten"}],"publisher":"Elsevier BV","date_updated":"2023-12-06T09:18:14Z","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":[{"grant_number":"16SV7954","_id":"46","name":"ORIENT: Use of care robots in welfare services: New models for effective orientation"}],"_id":"34295"},{"year":"2022","intvolume":"         9","citation":{"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} }","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>","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>.","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>.","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>"},"publication_identifier":{"issn":["2451-9588"]},"publication_status":"published","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","date_updated":"2023-12-06T09:17:55Z","publisher":"Elsevier BV","volume":9,"author":[{"last_name":"Hoppe","full_name":"Hoppe, Julia A.","first_name":"Julia A."},{"full_name":"Tuisku, Outi","last_name":"Tuisku","first_name":"Outi"},{"last_name":"Johansson-Pajala","full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie"},{"first_name":"Satu","last_name":"Pekkarinen","full_name":"Pekkarinen, Satu"},{"first_name":"Lea","full_name":"Hennala, Lea","last_name":"Hennala"},{"last_name":"Gustafsson","full_name":"Gustafsson, Christine","first_name":"Christine"},{"first_name":"Helinä","last_name":"Melkas","full_name":"Melkas, Helinä"},{"last_name":"Thommes","full_name":"Thommes, Kirsten","first_name":"Kirsten"}],"date_created":"2023-05-08T12:27:30Z","status":"public","publication":"Computers in Human Behavior Reports","type":"journal_article","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"article_number":"100258","language":[{"iso":"eng"}],"_id":"44636","project":[{"grant_number":"16SV7954","name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","_id":"46"}],"department":[{"_id":"178"},{"_id":"184"}],"user_id":"42933"},{"keyword":["Computer Science Applications","Human-Computer Interaction","Human Factors and Ergonomics"],"language":[{"iso":"eng"}],"project":[{"name":"ORIENT: Use of care robots in welfare services: New models for effective orientation","_id":"46","grant_number":"16SV7954"}],"_id":"32273","user_id":"42933","department":[{"_id":"178"},{"_id":"184"}],"status":"public","type":"journal_article","publication":"International Journal of Human–Computer Interaction","title":"Perception of Society’s Trust in Care Robots by Public Opinion Leaders","doi":"10.1080/10447318.2022.2081283","publisher":"Informa UK Limited","date_updated":"2023-12-06T09:18:47Z","author":[{"first_name":"Julia Amelie","id":"73093","full_name":"Hoppe, Julia Amelie","last_name":"Hoppe"},{"full_name":"Melkas, Helinä","last_name":"Melkas","first_name":"Helinä"},{"last_name":"Pekkarinen","full_name":"Pekkarinen, Satu","first_name":"Satu"},{"last_name":"Tuisku","full_name":"Tuisku, Outi","first_name":"Outi"},{"last_name":"Hennala","full_name":"Hennala, Lea","first_name":"Lea"},{"last_name":"Johansson-Pajala","full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie"},{"full_name":"Gustafsson, Christine","last_name":"Gustafsson","first_name":"Christine"},{"id":"72497","full_name":"Thommes, Kirsten","last_name":"Thommes","first_name":"Kirsten"}],"date_created":"2022-06-28T13:20:41Z","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>","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} }","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>.","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.” <i>International Journal of Human–Computer Interaction</i>, 2022, 1–17. <a href=\"https://doi.org/10.1080/10447318.2022.2081283\">https://doi.org/10.1080/10447318.2022.2081283</a>.","ieee":"J. A. Hoppe <i>et al.</i>, “Perception of Society’s Trust in Care Robots by Public Opinion Leaders,” <i>International Journal of Human–Computer Interaction</i>, pp. 1–17, 2022, doi: <a href=\"https://doi.org/10.1080/10447318.2022.2081283\">10.1080/10447318.2022.2081283</a>.","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>. Published online 2022:1-17. doi:<a href=\"https://doi.org/10.1080/10447318.2022.2081283\">10.1080/10447318.2022.2081283</a>"},"page":"1-17","publication_status":"published","publication_identifier":{"issn":["1044-7318","1532-7590"]}},{"title":"Zum Ausmaß und Zusammenhang der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen","volume":15,"date_created":"2023-08-03T17:18:13Z","author":[{"full_name":"Caruso, Carina","id":"23123","last_name":"Caruso","first_name":"Carina"},{"last_name":"Drossel","full_name":"Drossel, Kerstin","id":"48921","first_name":"Kerstin"},{"first_name":"M","full_name":"Heldt, M","last_name":"Heldt"}],"date_updated":"2023-12-06T15:09:04Z","page":"347-361","intvolume":"        15","citation":{"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,” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 2, pp. 347–361, 2022.","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.” <i>Lehrerbildung auf dem Prüfstand</i> 15, no. 2 (2022): 347–61.","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. <i>Lehrerbildung auf dem Prüfstand</i>. 2022;15(2):347-361.","apa":"Caruso, C., Drossel, K., &#38; Heldt, M. (2022). Zum Ausmaß und Zusammenhang der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen. <i>Lehrerbildung auf dem Prüfstand</i>, <i>15</i>(2), 347–361.","mla":"Caruso, Carina, et al. “Zum Ausmaß und Zusammenhang der unterrichtsbezogenen Nutzung digitaler Medien mit der Medienkompetenz von Lehrkräften unter Berücksichtigung von Hintergrundmerkmalen.” <i>Lehrerbildung auf dem Prüfstand</i>, vol. 15, no. 2, 2022, pp. 347–61.","short":"C. Caruso, K. Drossel, M. Heldt, Lehrerbildung auf dem Prüfstand 15 (2022) 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} }"},"year":"2022","issue":"2","publication_status":"published","language":[{"iso":"ger"}],"department":[{"_id":"462"}],"user_id":"86519","_id":"46290","status":"public","publication":"Lehrerbildung auf dem Prüfstand","type":"journal_article"},{"citation":{"ama":"Bartels L, Kesternich M. <i>Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good</i>. ZEW Discussion Paper 22-040; 2022. doi:<a href=\"https://doi.org/10.2139/ssrn.4251592\">10.2139/ssrn.4251592</a>","chicago":"Bartels, Lara, and Martin Kesternich. <i>Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good</i>. ZEW Discussion Paper 22-040, 2022. <a href=\"https://doi.org/10.2139/ssrn.4251592\">https://doi.org/10.2139/ssrn.4251592</a>.","ieee":"L. Bartels and M. Kesternich, <i>Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good</i>. ZEW Discussion Paper 22-040, 2022.","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.","mla":"Bartels, Lara, and Martin Kesternich. <i>Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good</i>. ZEW Discussion Paper 22-040, 2022, doi:<a href=\"https://doi.org/10.2139/ssrn.4251592\">10.2139/ssrn.4251592</a>.","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={<a href=\"https://doi.org/10.2139/ssrn.4251592\">10.2139/ssrn.4251592</a>}, publisher={ZEW Discussion Paper 22-040}, author={Bartels, Lara and Kesternich, Martin}, year={2022} }","apa":"Bartels, L., &#38; Kesternich, M. (2022). <i>Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good</i>. ZEW Discussion Paper 22-040. <a href=\"https://doi.org/10.2139/ssrn.4251592\">https://doi.org/10.2139/ssrn.4251592</a>"},"year":"2022","publication_identifier":{"issn":["1556-5068"]},"publication_status":"published","doi":"10.2139/ssrn.4251592","title":"Motivate the Crowd or Crowd-Them Out? The Impact of Local Government Spending on the Voluntary Provision of a Green Public Good","date_created":"2023-09-16T11:55:07Z","author":[{"last_name":"Bartels","full_name":"Bartels, Lara","first_name":"Lara"},{"first_name":"Martin","id":"98922","full_name":"Kesternich, Martin","last_name":"Kesternich"}],"publisher":"ZEW Discussion Paper 22-040","date_updated":"2023-12-06T18:26:49Z","status":"public","type":"working_paper","language":[{"iso":"eng"}],"keyword":["General Earth and Planetary Sciences","General Environmental Science"],"user_id":"98922","_id":"47094"},{"_id":"47096","user_id":"98922","keyword":["General Earth and Planetary Sciences","General Environmental Science"],"language":[{"iso":"eng"}],"type":"working_paper","status":"public","date_updated":"2023-12-06T18:21:54Z","publisher":"ZEW Discussion Paper  22-020","date_created":"2023-09-16T11:59:15Z","author":[{"last_name":"Chlond","full_name":"Chlond, Bettina","first_name":"Bettina"},{"first_name":"Timo","last_name":"Goeschl","full_name":"Goeschl, Timo"},{"full_name":"Kesternich, Martin","id":"98922","last_name":"Kesternich","first_name":"Martin"}],"title":"More Money or Better Procedures? Evidence From an Energy Efficiency Assistance Program","doi":"10.2139/ssrn.4151557","publication_identifier":{"issn":["1556-5068"]},"publication_status":"published","year":"2022","citation":{"apa":"Chlond, B., Goeschl, T., &#38; Kesternich, M. (2022). <i>More Money or Better Procedures? Evidence From an Energy Efficiency Assistance Program</i>. ZEW Discussion Paper  22-020. <a href=\"https://doi.org/10.2139/ssrn.4151557\">https://doi.org/10.2139/ssrn.4151557</a>","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.","mla":"Chlond, Bettina, et al. <i>More Money or Better Procedures? Evidence From an Energy Efficiency Assistance Program</i>. ZEW Discussion Paper  22-020, 2022, doi:<a href=\"https://doi.org/10.2139/ssrn.4151557\">10.2139/ssrn.4151557</a>.","bibtex":"@book{Chlond_Goeschl_Kesternich_2022, title={More Money or Better Procedures? 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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.","lang":"eng"}],"author":[{"first_name":"Jakob","id":"102979","full_name":"Bossek, Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668"},{"full_name":"Neumann, Frank","last_name":"Neumann","first_name":"Frank"}],"date_updated":"2023-12-13T10:45:56Z","doi":"10.1145/3512290.3528851","publication_identifier":{"isbn":["978-1-4503-9237-2"]},"publication_status":"published","page":"186–194","citation":{"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. 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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>.","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>","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} }","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.","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>.","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"]},"extern":"1","language":[{"iso":"eng"}],"series_title":"GECCO’22","user_id":"102979","department":[{"_id":"819"}],"_id":"48868","status":"public","type":"conference","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion"},{"year":"2022","publisher":"Springer International Publishing","date_created":"2023-11-14T15:58:58Z","title":"BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems","publication":"Parallel Problem Solving from Nature (PPSN XVII)","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."}],"keyword":["Anytime behavior","Benchmarking","Continuous optimization","Multi-objective optimization","Multimodality","Performance metric"],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-3-031-14714-2"]},"place":"Cham","page":"192–206","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. <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>","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>.","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>.","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>","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} }","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>."},"date_updated":"2023-12-13T10:47:50Z","author":[{"first_name":"Jonathan","last_name":"Heins","full_name":"Heins, Jonathan"},{"first_name":"Jeroen","full_name":"Rook, Jeroen","last_name":"Rook"},{"full_name":"Schäpermeier, Lennart","last_name":"Schäpermeier","first_name":"Lennart"},{"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","last_name":"Trautmann","full_name":"Trautmann, Heike"}],"doi":"10.1007/978-3-031-14714-2_14","type":"conference","editor":[{"full_name":"Rudolph, Günter","last_name":"Rudolph","first_name":"Günter"},{"first_name":"Anna V.","full_name":"Kononova, Anna V.","last_name":"Kononova"},{"full_name":"Aguirre, Hernán","last_name":"Aguirre","first_name":"Hernán"},{"full_name":"Kerschke, Pascal","last_name":"Kerschke","first_name":"Pascal"},{"last_name":"Ochoa","full_name":"Ochoa, Gabriela","first_name":"Gabriela"},{"first_name":"Tea","full_name":"Tusar, Tea","last_name":"Tusar"}],"status":"public","_id":"48882","department":[{"_id":"819"}],"user_id":"102979","series_title":"Lecture Notes in Computer Science","extern":"1"},{"date_created":"2023-11-14T15:59:00Z","publisher":"Springer International Publishing","title":"Co-Evolutionary Diversity Optimisation for the Traveling Thief Problem","year":"2022","language":[{"iso":"eng"}],"keyword":["Co-evolutionary algorithms","Evolutionary diversity optimisation","Quality diversity","Traveling thief problem"],"publication":"Parallel Problem Solving from Nature (PPSN XVII)","abstract":[{"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.","lang":"eng"}],"author":[{"first_name":"Adel","last_name":"Nikfarjam","full_name":"Nikfarjam, Adel"},{"full_name":"Neumann, Aneta","last_name":"Neumann","first_name":"Aneta"},{"first_name":"Jakob","full_name":"Bossek, Jakob","id":"102979","last_name":"Bossek","orcid":"0000-0002-4121-4668"},{"last_name":"Neumann","full_name":"Neumann, Frank","first_name":"Frank"}],"date_updated":"2023-12-13T10:49:51Z","doi":"10.1007/978-3-031-14714-2_17","publication_identifier":{"isbn":["978-3-031-14714-2"]},"publication_status":"published","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>.","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>","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.","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>.","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} }"},"place":"Cham","department":[{"_id":"819"}],"user_id":"102979","series_title":"Lecture Notes in Computer Science","_id":"48894","extern":"1","type":"conference","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"},{"first_name":"Gabriela","last_name":"Ochoa","full_name":"Ochoa, Gabriela"},{"first_name":"Tea","last_name":"Tu\\v sar","full_name":"Tu\\v sar, Tea"}]},{"title":"Process-Oriented Stream Classification Pipeline: A Literature Review","doi":"10.3390/app12189094","date_updated":"2023-12-13T10:50:56Z","publisher":"{Multidisciplinary Digital Publishing Institute}","date_created":"2023-11-14T15:58:57Z","author":[{"first_name":"Lena","full_name":"Clever, Lena","last_name":"Clever"},{"first_name":"Janina Susanne","full_name":"Pohl, Janina Susanne","last_name":"Pohl"},{"full_name":"Bossek, Jakob","id":"102979","orcid":"0000-0002-4121-4668","last_name":"Bossek","first_name":"Jakob"},{"first_name":"Pascal","full_name":"Kerschke, Pascal","last_name":"Kerschke"},{"first_name":"Heike","full_name":"Trautmann, Heike","last_name":"Trautmann"}],"volume":12,"year":"2022","citation":{"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>","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} }","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.","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>.","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>.","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>"},"page":"9094","intvolume":"        12","publication_identifier":{"issn":["2076-3417"]},"issue":"18","keyword":["big data","data mining","data stream analysis","machine learning","stream classification","supervised learning"],"language":[{"iso":"eng"}],"_id":"48878","user_id":"102979","department":[{"_id":"819"}],"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","type":"journal_article","publication":"Applied Sciences"},{"title":"On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems","doi":"10.1145/3520304.3528998","publisher":"Association for Computing Machinery","date_updated":"2023-12-13T10:50:24Z","date_created":"2023-11-14T15:59:00Z","author":[{"full_name":"Rook, Jeroen","last_name":"Rook","first_name":"Jeroen"},{"full_name":"Trautmann, Heike","last_name":"Trautmann","first_name":"Heike"},{"orcid":"0000-0002-4121-4668","last_name":"Bossek","id":"102979","full_name":"Bossek, Jakob","first_name":"Jakob"},{"full_name":"Grimme, Christian","last_name":"Grimme","first_name":"Christian"}],"year":"2022","place":"New York, NY, USA","citation":{"mla":"Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, Association for Computing Machinery, 2022, pp. 356–359, doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>.","bibtex":"@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY, USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems}, DOI={<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359}, collection={GECCO’22} }","short":"J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 356–359.","apa":"Rook, J., Trautmann, H., Bossek, J., &#38; Grimme, C. (2022). On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>","chicago":"Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 356–359. GECCO’22. New York, NY, USA: Association for Computing Machinery, 2022. <a href=\"https://doi.org/10.1145/3520304.3528998\">https://doi.org/10.1145/3520304.3528998</a>.","ieee":"J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>, 2022, pp. 356–359, doi: <a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>.","ama":"Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22. Association for Computing Machinery; 2022:356–359. doi:<a href=\"https://doi.org/10.1145/3520304.3528998\">10.1145/3520304.3528998</a>"},"page":"356–359","publication_identifier":{"isbn":["978-1-4503-9268-6"]},"keyword":["configuration","multi-modality","multi-objective optimization"],"extern":"1","language":[{"iso":"eng"}],"_id":"48896","user_id":"102979","series_title":"GECCO’22","department":[{"_id":"819"}],"abstract":[{"text":"Hardness of Multi-Objective (MO) continuous optimization problems results from an interplay of various problem characteristics, e. g. the degree of multi-modality. We present a benchmark study of classical and diversity focused optimizers on multi-modal MO problems based on automated algorithm configuration. We show the large effect of the latter and investigate the trade-off between convergence in objective space and diversity in decision space.","lang":"eng"}],"status":"public","type":"conference","publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion"},{"date_updated":"2023-12-14T09:55:42Z","author":[{"last_name":"Schulte Eickholt","full_name":"Schulte Eickholt, Swen","id":"7117","first_name":"Swen"},{"full_name":"Perfölz, René","last_name":"Perfölz","first_name":"René"}],"date_created":"2023-12-14T09:55:35Z","title":" Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans","year":"2022","citation":{"ama":"Schulte Eickholt S, Perfölz R.  Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans. In: Auteri L, Barrale N, Die Bella A, eds. <i>Jahrbuch Für Interantionale Germanistik. Wege Der Germanistik in Transkultureller Perspektive. Akten Des XIV. Kongresses Der Interantionelen Vereinigung Für Germanistik (IVG) (Bd. 11)</i>. ; 2022:468-508.","chicago":"Schulte Eickholt, Swen, and René Perfölz. “ Interkulturelle Gattungstransfers Und - Transformationen Zwischen Europa Und Der Türkei Am Beispiel Des Schelmenromans.” In <i>Jahrbuch Für Interantionale Germanistik. Wege Der Germanistik in Transkultureller Perspektive. Akten Des XIV. Kongresses Der Interantionelen Vereinigung Für Germanistik (IVG) (Bd. 11)</i>, edited by Laura Auteri, Natascia Barrale, and Arianna  Die Bella, 468–508, 2022.","ieee":"S. Schulte Eickholt and R. Perfölz, “ Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans,” in <i>Jahrbuch für Interantionale Germanistik. Wege der Germanistik in transkultureller Perspektive. Akten des XIV. Kongresses der Interantionelen Vereinigung für Germanistik (IVG) (Bd. 11)</i>, L. Auteri, N. Barrale, and A. Die Bella, Eds. 2022, pp. 468–508.","apa":"Schulte Eickholt, S., &#38; Perfölz, R. (2022).  Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans. In L. Auteri, N. Barrale, &#38; A. Die Bella (Eds.), <i>Jahrbuch für Interantionale Germanistik. Wege der Germanistik in transkultureller Perspektive. Akten des XIV. Kongresses der Interantionelen Vereinigung für Germanistik (IVG) (Bd. 11)</i> (pp. 468–508).","bibtex":"@inbook{Schulte Eickholt_Perfölz_2022, title={ Interkulturelle Gattungstransfers und - transformationen zwischen Europa und der Türkei am Beispiel des Schelmenromans}, booktitle={Jahrbuch für Interantionale Germanistik. Wege der Germanistik in transkultureller Perspektive. Akten des XIV. Kongresses der Interantionelen Vereinigung für Germanistik (IVG) (Bd. 11)}, author={Schulte Eickholt, Swen and Perfölz, René}, editor={Auteri, Laura and Barrale, Natascia and Die Bella, Arianna }, year={2022}, pages={468–508} }","mla":"Schulte Eickholt, Swen, and René Perfölz. “ Interkulturelle Gattungstransfers Und - Transformationen Zwischen Europa Und Der Türkei Am Beispiel Des Schelmenromans.” <i>Jahrbuch Für Interantionale Germanistik. Wege Der Germanistik in Transkultureller Perspektive. Akten Des XIV. Kongresses Der Interantionelen Vereinigung Für Germanistik (IVG) (Bd. 11)</i>, edited by Laura Auteri et al., 2022, pp. 468–508.","short":"S. Schulte Eickholt, R. Perfölz, in: L. Auteri, N. Barrale, A. Die Bella (Eds.), Jahrbuch Für Interantionale Germanistik. Wege Der Germanistik in Transkultureller Perspektive. Akten Des XIV. Kongresses Der Interantionelen Vereinigung Für Germanistik (IVG) (Bd. 11), 2022, pp. 468–508."},"page":"468-508","_id":"49627","user_id":"7117","language":[{"iso":"eng"}],"type":"book_chapter","publication":"Jahrbuch für Interantionale Germanistik. Wege der Germanistik in transkultureller Perspektive. Akten des XIV. Kongresses der Interantionelen Vereinigung für Germanistik (IVG) (Bd. 11)","editor":[{"last_name":"Auteri","full_name":"Auteri, Laura","first_name":"Laura"},{"first_name":"Natascia","last_name":"Barrale","full_name":"Barrale, Natascia"},{"last_name":"Die Bella","full_name":"Die Bella, Arianna ","first_name":"Arianna "}],"status":"public"}]