[{"user_id":"54657","main_file_link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-031-26104-6_2"}],"language":[{"iso":"eng"}],"_id":"49469","date_updated":"2023-12-04T13:49:15Z","publication_status":"published","year":"2023","status":"public","title":"Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives","author":[{"id":"45592","first_name":"Talea Davina","last_name":"Hellweg","orcid":"0000-0002-3868-6568","full_name":"Hellweg, Talea Davina"},{"id":"471","full_name":"Schneider, Martin","first_name":"Martin","orcid":"https://orcid.org/0000-0002-6961-3716","last_name":"Schneider"},{"last_name":"Rückert","first_name":"Ulrich","full_name":"Rückert, Ulrich"},{"first_name":"Christian","last_name":"Harteis","full_name":"Harteis, Christian"},{"last_name":"Pilz","first_name":"Sarah","full_name":"Pilz, Sarah"}],"type":"book_chapter","department":[{"_id":"19"},{"_id":"185"}],"date_created":"2023-12-04T13:48:41Z","abstract":[{"lang":"eng","text":"Today, it is possible to collect and connect large amounts of digital data from various sources and life domains. This chapter examines the potential and the risks of this development from an interdisciplinary perspective. It defines the ‘global digital twin’ of a human being as the sum of all digitally stored information and predictive knowledge about a person. It points out that, compared to the digital twin of a machine, the human global digital twin is far more complex because it comprises the genetic code and the biographic code of a person. The genetic code contains not only a simple ‘construction plan’ but also hereditary information, in a form that is difficult to read. The biographic code contains all other information that can be assembled about a person, which is obtained via data from cameras, microphones, or other sensors, as well as general personal information. When the growing wealth of information concerning the genetic code and the biographical code is properly utilised, insights from biology and the behavioural sciences may be used to predict personal events such as health problems, job resignations, or even crimes. Because our own interests and those of private firms are partly in conflict over the use of this powerful knowledge, it is still unclear whether the global digital twins of humans will become a liberating or disciplining force for citizens. On the one hand, human beings are not machines: They are aware of their digital twin and therefore are able to influence it throughout their lives. Because of their free will, human beings are in general difficult to predict. Dystopias of full control over individual behaviour are therefore unlikely to materialise. On the other hand, private firms are beginning to take advantage of the available digital twins of humans by monopolising data access and by commercialising predictive knowledge. This is problematic because, unlike machines, human beings cannot only benefit from but also suffer due to their digital twins as they attempt to shape their own lives. We illustrate these issues with some examples and arrive at two conclusions: It is in the public interest for people to be granted more property rights over their personal global digital twins, and publicly funded research needs to become more interdisciplinary, much like private firms that have already begun to perform interdisciplinary research."}],"publication":"The Digital Twin of Human","citation":{"short":"T.D. Hellweg, M. Schneider, U. Rückert, C. Harteis, S. Pilz, in: The Digital Twin of Human, 2023.","chicago":"Hellweg, Talea Davina, Martin Schneider, Ulrich Rückert, Christian Harteis, and Sarah Pilz. “Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives.” In <i>The Digital Twin of Human</i>, 2023.","apa":"Hellweg, T. D., Schneider, M., Rückert, U., Harteis, C., &#38; Pilz, S. (2023). Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives. In <i>The Digital Twin of Human</i>.","ieee":"T. D. Hellweg, M. Schneider, U. Rückert, C. Harteis, and S. Pilz, “Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives,” in <i>The Digital Twin of Human</i>, 2023.","ama":"Hellweg TD, Schneider M, Rückert U, Harteis C, Pilz S. Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives. In: <i>The Digital Twin of Human</i>. ; 2023.","bibtex":"@inbook{Hellweg_Schneider_Rückert_Harteis_Pilz_2023, title={Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives}, booktitle={The Digital Twin of Human}, author={Hellweg, Talea Davina and Schneider, Martin and Rückert, Ulrich and Harteis, Christian and Pilz, Sarah}, year={2023} }","mla":"Hellweg, Talea Davina, et al. “Who Will Own Our Global Digital Twin: The Power of Genetic and Biographic Information to Shape Our Lives.” <i>The Digital Twin of Human</i>, 2023."}},{"date_created":"2023-10-11T08:01:00Z","department":[{"_id":"184"},{"_id":"178"}],"type":"journal_article","citation":{"chicago":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” <i>Artificial Intelligence in HCI</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">https://doi.org/10.1007/978-3-031-35891-3_7</a>.","short":"J. Kornowicz, K. Thommes, Artificial Intelligence in HCI (2023).","ieee":"J. Kornowicz and K. Thommes, “Aggregating Human Domain Knowledge for Feature Ranking,” <i>Artificial Intelligence in HCI</i>, 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">10.1007/978-3-031-35891-3_7</a>.","apa":"Kornowicz, J., &#38; Thommes, K. (2023). Aggregating Human Domain Knowledge for Feature Ranking. <i>Artificial Intelligence in HCI</i>. <a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">https://doi.org/10.1007/978-3-031-35891-3_7</a>","bibtex":"@article{Kornowicz_Thommes_2023, title={Aggregating Human Domain Knowledge for Feature Ranking}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">10.1007/978-3-031-35891-3_7</a>}, journal={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2023} }","ama":"Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. <i>Artificial Intelligence in HCI</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">10.1007/978-3-031-35891-3_7</a>","mla":"Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” <i>Artificial Intelligence in HCI</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-35891-3_7\">10.1007/978-3-031-35891-3_7</a>."},"publication":"Artificial Intelligence in HCI","project":[{"_id":"125","name":"TRR 318 - C2: TRR 318 - Subproject C2"}],"_id":"47953","publisher":"Springer Nature Switzerland","language":[{"iso":"eng"}],"user_id":"42933","doi":"10.1007/978-3-031-35891-3_7","publication_identifier":{"isbn":["9783031358906","9783031358913"],"issn":["0302-9743","1611-3349"]},"author":[{"id":"44029","full_name":"Kornowicz, Jaroslaw","first_name":"Jaroslaw","last_name":"Kornowicz"},{"id":"72497","full_name":"Thommes, Kirsten","first_name":"Kirsten","last_name":"Thommes"}],"title":"Aggregating Human Domain Knowledge for Feature Ranking","year":"2023","status":"public","publication_status":"published","date_updated":"2023-12-05T10:15:37Z"},{"doi":"10.1016/j.chbr.2022.100258","article_number":"100258","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-12-06T09:16:42Z","intvolume":"         9","year":"2023","title":"When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty","publication_identifier":{"issn":["2451-9588"]},"author":[{"full_name":"Hoppe, Julia Amelie","first_name":"Julia Amelie","last_name":"Hoppe","id":"73093"},{"full_name":"Tuisku, Outi","last_name":"Tuisku","first_name":"Outi"},{"full_name":"Johansson-Pajala, Rose-Marie","first_name":"Rose-Marie","last_name":"Johansson-Pajala"},{"first_name":"Satu","last_name":"Pekkarinen","full_name":"Pekkarinen, Satu"},{"last_name":"Hennala","first_name":"Lea","full_name":"Hennala, Lea"},{"full_name":"Gustafsson, Christine","first_name":"Christine","last_name":"Gustafsson"},{"full_name":"Melkas, Helinä","last_name":"Melkas","first_name":"Helinä"},{"full_name":"Thommes, Kirsten","first_name":"Kirsten","last_name":"Thommes","id":"72497"}],"type":"journal_article","keyword":["Artificial Intelligence","Cognitive Neuroscience","Computer Science Applications","Human-Computer Interaction","Applied Psychology","Neuroscience (miscellaneous)"],"department":[{"_id":"178"},{"_id":"184"}],"date_created":"2023-05-08T12:29:18Z","publication":"Computers in Human Behavior Reports","user_id":"42933","volume":9,"_id":"44639","publisher":"Elsevier BV","status":"public","project":[{"grant_number":"16SV7954","_id":"46","name":"ORIENT: Use of care robots in welfare services: New models for effective orientation"}],"citation":{"ama":"Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. <i>Computers in Human Behavior Reports</i>. 2023;9. 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_2023, 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={2023} }","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, 2023, 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 (2023). <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 (2023).","apa":"Hoppe, J. A., Tuisku, O., Johansson-Pajala, R.-M., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., &#38; Thommes, K. (2023). 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, 2023, doi: <a href=\"https://doi.org/10.1016/j.chbr.2022.100258\">10.1016/j.chbr.2022.100258</a>."}},{"abstract":[{"text":"<jats:p>Informationen sind für eine erfolgreiche Klimapolitik in doppelter Hinsicht wichtig: Sie werden benötigt, wenn Potenziale zur Vermeidung von Emissionen identifiziert und klimapolitische Instrumente ausgewählt werden. Und sie sind zentral, damit Bürger/innen selbst Entscheidungen im Sinne des Klimaschutzes treffen können.</jats:p>","lang":"eng"}],"citation":{"bibtex":"@book{Frick_Foese_Von Graevenitz_Kesternich_Wagner_2023, title={Die Doppelwirkung von Information für klimafreundliches Handeln}, DOI={<a href=\"https://doi.org/10.14512/oew380144\">10.14512/oew380144</a>}, publisher={Ökologisches Wirtschaften 38(1)}, author={Frick, Marc and Foese, Dario and Von Graevenitz, Kathrine and Kesternich, Martin and Wagner, Ulrich}, year={2023}, pages={44–50} }","ama":"Frick M, Foese D, Von Graevenitz K, Kesternich M, Wagner U. <i>Die Doppelwirkung von Information Für Klimafreundliches Handeln</i>. Ökologisches Wirtschaften 38(1); 2023:44-50. doi:<a href=\"https://doi.org/10.14512/oew380144\">10.14512/oew380144</a>","mla":"Frick, Marc, et al. <i>Die Doppelwirkung von Information Für Klimafreundliches Handeln</i>. Ökologisches Wirtschaften 38(1), 2023, pp. 44–50, doi:<a href=\"https://doi.org/10.14512/oew380144\">10.14512/oew380144</a>.","short":"M. Frick, D. Foese, K. Von Graevenitz, M. Kesternich, U. Wagner, Die Doppelwirkung von Information Für Klimafreundliches Handeln, Ökologisches Wirtschaften 38(1), 2023.","chicago":"Frick, Marc, Dario Foese, Kathrine Von Graevenitz, Martin Kesternich, and Ulrich Wagner. <i>Die Doppelwirkung von Information Für Klimafreundliches Handeln</i>. Ökologisches Wirtschaften 38(1), 2023. <a href=\"https://doi.org/10.14512/oew380144\">https://doi.org/10.14512/oew380144</a>.","ieee":"M. Frick, D. Foese, K. Von Graevenitz, M. Kesternich, and U. Wagner, <i>Die Doppelwirkung von Information für klimafreundliches Handeln</i>. Ökologisches Wirtschaften 38(1), 2023, pp. 44–50.","apa":"Frick, M., Foese, D., Von Graevenitz, K., Kesternich, M., &#38; Wagner, U. (2023). <i>Die Doppelwirkung von Information für klimafreundliches Handeln</i> (pp. 44–50). Ökologisches Wirtschaften 38(1). <a href=\"https://doi.org/10.14512/oew380144\">https://doi.org/10.14512/oew380144</a>"},"department":[{"_id":"791"},{"_id":"681"}],"type":"working_paper","keyword":["General Medicine"],"date_created":"2023-09-15T11:42:23Z","publication_status":"published","date_updated":"2023-12-06T13:05:08Z","author":[{"full_name":"Frick, Marc","first_name":"Marc","last_name":"Frick"},{"full_name":"Foese, Dario","first_name":"Dario","last_name":"Foese"},{"full_name":"Von Graevenitz, Kathrine","first_name":"Kathrine","last_name":"Von Graevenitz"},{"last_name":"Kesternich","first_name":"Martin","full_name":"Kesternich, Martin","id":"98922"},{"last_name":"Wagner","first_name":"Ulrich","full_name":"Wagner, Ulrich"}],"publication_identifier":{"issn":["1430-8800"]},"status":"public","year":"2023","title":"Die Doppelwirkung von Information für klimafreundliches Handeln","user_id":"98922","doi":"10.14512/oew380144","_id":"47078","publisher":"Ökologisches Wirtschaften 38(1)","language":[{"iso":"eng"}],"page":"44-50"},{"status":"public","volume":36,"user_id":"46138","publisher":"SAGE Publications","_id":"47921","page":"3-16","citation":{"bibtex":"@article{Hahn_Reimsbach_Wickert_2023, title={Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated}, volume={36}, DOI={<a href=\"https://doi.org/10.1177/10860266231151653\">10.1177/10860266231151653</a>}, number={1}, journal={Organization &#38;amp; Environment}, publisher={SAGE Publications}, author={Hahn, Rüdiger and Reimsbach, Daniel and Wickert, Christopher}, year={2023}, pages={3–16} }","chicago":"Hahn, Rüdiger, Daniel Reimsbach, and Christopher Wickert. “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated.” <i>Organization &#38;amp; Environment</i> 36, no. 1 (2023): 3–16. <a href=\"https://doi.org/10.1177/10860266231151653\">https://doi.org/10.1177/10860266231151653</a>.","short":"R. Hahn, D. Reimsbach, C. Wickert, Organization &#38;amp; Environment 36 (2023) 3–16.","ama":"Hahn R, Reimsbach D, Wickert C. Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated. <i>Organization &#38;amp; Environment</i>. 2023;36(1):3-16. doi:<a href=\"https://doi.org/10.1177/10860266231151653\">10.1177/10860266231151653</a>","ieee":"R. Hahn, D. Reimsbach, and C. Wickert, “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated,” <i>Organization &#38;amp; Environment</i>, vol. 36, no. 1, pp. 3–16, 2023, doi: <a href=\"https://doi.org/10.1177/10860266231151653\">10.1177/10860266231151653</a>.","apa":"Hahn, R., Reimsbach, D., &#38; Wickert, C. (2023). Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated. <i>Organization &#38;amp; Environment</i>, <i>36</i>(1), 3–16. <a href=\"https://doi.org/10.1177/10860266231151653\">https://doi.org/10.1177/10860266231151653</a>","mla":"Hahn, Rüdiger, et al. “Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated.” <i>Organization &#38;amp; Environment</i>, vol. 36, no. 1, SAGE Publications, 2023, pp. 3–16, doi:<a href=\"https://doi.org/10.1177/10860266231151653\">10.1177/10860266231151653</a>."},"intvolume":"        36","date_updated":"2023-12-06T14:50:17Z","publication_status":"published","author":[{"first_name":"Rüdiger","last_name":"Hahn","full_name":"Hahn, Rüdiger"},{"id":"100169","full_name":"Reimsbach, Daniel","last_name":"Reimsbach","first_name":"Daniel"},{"full_name":"Wickert, Christopher","first_name":"Christopher","last_name":"Wickert"}],"publication_identifier":{"issn":["1086-0266","1552-7417"]},"title":"Nonfinancial Reporting and Real Sustainable Change: Relationship Status—It’s Complicated","year":"2023","doi":"10.1177/10860266231151653","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"<jats:p> The relationship between nonfinancial reporting and real sustainable change within and beyond organizations is fraught with complication. Furthermore, all facets of the relationship have not been examined equally. The contributions of this special issue made substantive progress in this regard and draw our focus to several remaining complications—in particular, the societal impacts of nonfinancial reporting. With this introduction, we seek to move the conversation forward by proposing a framework that disentangles the linkages between nonfinancial reporting and real sustainable change at multiple levels of analysis. We highlight the distinction between sustainability-related outputs and outcomes that typically materialize at the firm level, and eventually lead to sustainable impact at the societal level. Future research should advance this distinction and scrutinize the impact of real sustainable change beyond firm-level outputs, study the organizational change processes from antecedents to impacts, and examine the interrelationships between different instruments to foster real sustainable change. </jats:p>"}],"publication":"Organization &amp; Environment","issue":"1","department":[{"_id":"186"},{"_id":"815"},{"_id":"681"}],"type":"journal_article","keyword":["Organizational Behavior and Human Resource Management","General Environmental Science"],"date_created":"2023-10-10T10:03:43Z"},{"volume":97,"user_id":"46138","_id":"47922","publisher":"Amsterdam University Press","page":"153-155","status":"public","citation":{"apa":"De Meyst, K., Niederkofler, T., &#38; Reimsbach, D. (2023). DARC 2023 at Radboud University: Societal challenges in accounting research and education. <i>Maandblad Voor Accountancy En Bedrijfseconomie</i>, <i>97</i>(5/6), 153–155. <a href=\"https://doi.org/10.5117/mab.97.107215\">https://doi.org/10.5117/mab.97.107215</a>","ieee":"K. De Meyst, T. Niederkofler, and D. Reimsbach, “DARC 2023 at Radboud University: Societal challenges in accounting research and education,” <i>Maandblad voor Accountancy en Bedrijfseconomie</i>, vol. 97, no. 5/6, pp. 153–155, 2023, doi: <a href=\"https://doi.org/10.5117/mab.97.107215\">10.5117/mab.97.107215</a>.","chicago":"De Meyst, Karen, Thomas Niederkofler, and Daniel Reimsbach. “DARC 2023 at Radboud University: Societal Challenges in Accounting Research and Education.” <i>Maandblad Voor Accountancy En Bedrijfseconomie</i> 97, no. 5/6 (2023): 153–55. <a href=\"https://doi.org/10.5117/mab.97.107215\">https://doi.org/10.5117/mab.97.107215</a>.","short":"K. De Meyst, T. Niederkofler, D. Reimsbach, Maandblad Voor Accountancy En Bedrijfseconomie 97 (2023) 153–155.","mla":"De Meyst, Karen, et al. “DARC 2023 at Radboud University: Societal Challenges in Accounting Research and Education.” <i>Maandblad Voor Accountancy En Bedrijfseconomie</i>, vol. 97, no. 5/6, Amsterdam University Press, 2023, pp. 153–55, doi:<a href=\"https://doi.org/10.5117/mab.97.107215\">10.5117/mab.97.107215</a>.","ama":"De Meyst K, Niederkofler T, Reimsbach D. DARC 2023 at Radboud University: Societal challenges in accounting research and education. <i>Maandblad voor Accountancy en Bedrijfseconomie</i>. 2023;97(5/6):153-155. doi:<a href=\"https://doi.org/10.5117/mab.97.107215\">10.5117/mab.97.107215</a>","bibtex":"@article{De Meyst_Niederkofler_Reimsbach_2023, title={DARC 2023 at Radboud University: Societal challenges in accounting research and education}, volume={97}, DOI={<a href=\"https://doi.org/10.5117/mab.97.107215\">10.5117/mab.97.107215</a>}, number={5/6}, journal={Maandblad voor Accountancy en Bedrijfseconomie}, publisher={Amsterdam University Press}, author={De Meyst, Karen and Niederkofler, Thomas and Reimsbach, Daniel}, year={2023}, pages={153–155} }"},"doi":"10.5117/mab.97.107215","language":[{"iso":"eng"}],"intvolume":"        97","date_updated":"2023-12-06T14:49:56Z","publication_status":"published","author":[{"full_name":"De Meyst, Karen","first_name":"Karen","last_name":"De Meyst"},{"full_name":"Niederkofler, Thomas","last_name":"Niederkofler","first_name":"Thomas"},{"full_name":"Reimsbach, Daniel","last_name":"Reimsbach","first_name":"Daniel","id":"100169"}],"publication_identifier":{"issn":["2543-1684","0924-6304"]},"title":"DARC 2023 at Radboud University: Societal challenges in accounting research and education","year":"2023","department":[{"_id":"186"},{"_id":"815"},{"_id":"681"}],"type":"journal_article","keyword":["General Arts and Humanities"],"date_created":"2023-10-10T10:04:17Z","abstract":[{"lang":"eng","text":"<jats:p>This year, the 7th edition of the Dutch Accounting Research Conference (DARC) was hosted by the Nijmegen School of Management at Radboud University on Thursday, March 23. In total, over 75 accounting researchers from various Dutch universities were welcomed by Frank Hartmann, chair of the accounting group and head of the Business Economics department. During the day, four keynote speakers presented their research and in a panel discussion, the current state of accounting education was debated. In the evening, participants gathered to network over dinner. This article presents a discussion of the theme of the conference, an outline of the research papers and projects presented during the conference, and a summary of the panel discussion on Accounting Education.</jats:p>"}],"issue":"5/6","publication":"Maandblad voor Accountancy en Bedrijfseconomie"},{"citation":{"ama":"Giese H, Holtmann S. <i>Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids</i>. Vol 118.; 2023. doi:<a href=\"https://doi.org/10.2139/ssrn.4394968\">10.2139/ssrn.4394968</a>","bibtex":"@book{Giese_Holtmann_2023, series={TRR 266 Working Paper Series}, title={Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids}, volume={118}, DOI={<a href=\"https://doi.org/10.2139/ssrn.4394968\">10.2139/ssrn.4394968</a>}, author={Giese, Henning and Holtmann, Svea}, year={2023}, collection={TRR 266 Working Paper Series} }","mla":"Giese, Henning, and Svea Holtmann. <i>Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids</i>. 2023, doi:<a href=\"https://doi.org/10.2139/ssrn.4394968\">10.2139/ssrn.4394968</a>.","chicago":"Giese, Henning, and Svea Holtmann. <i>Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids</i>. Vol. 118. TRR 266 Working Paper Series, 2023. <a href=\"https://doi.org/10.2139/ssrn.4394968\">https://doi.org/10.2139/ssrn.4394968</a>.","short":"H. Giese, S. Holtmann, Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids, 2023.","apa":"Giese, H., &#38; Holtmann, S. (2023). <i>Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids</i> (Vol. 118). <a href=\"https://doi.org/10.2139/ssrn.4394968\">https://doi.org/10.2139/ssrn.4394968</a>","ieee":"H. Giese and S. Holtmann, <i>Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids</i>, vol. 118. 2023."},"date_created":"2023-07-13T11:41:54Z","type":"working_paper","department":[{"_id":"187"}],"title":"Towards Green Driving - Income Taxes Incentives for Plug-In Hybrids","status":"public","year":"2023","author":[{"full_name":"Giese, Henning","last_name":"Giese","first_name":"Henning","id":"92812"},{"full_name":"Holtmann, Svea","first_name":"Svea","last_name":"Holtmann"}],"date_updated":"2023-12-19T13:10:23Z","intvolume":"       118","series_title":"TRR 266 Working Paper Series","_id":"46044","language":[{"iso":"eng"}],"user_id":"74000","doi":"10.2139/ssrn.4394968","volume":118},{"type":"conference","department":[{"_id":"208"}],"date_created":"2024-01-08T08:40:39Z","citation":{"ama":"Daniel-Söltenfuß D. „Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen. In: ; 2023.","bibtex":"@inproceedings{Daniel-Söltenfuß_2023, title={„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen}, author={Daniel-Söltenfuß, Desiree}, year={2023} }","mla":"Daniel-Söltenfuß, Desiree. <i>„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen</i>. 2023.","chicago":"Daniel-Söltenfuß, Desiree. “„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen,” 2023.","short":"D. Daniel-Söltenfuß, in: 2023.","apa":"Daniel-Söltenfuß, D. (2023). <i>„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen</i>. Trilaterales Doktorand:innenseminar , Universität zu Köln.","ieee":"D. Daniel-Söltenfuß, “„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen,” presented at the Trilaterales Doktorand:innenseminar , Universität zu Köln, 2023."},"user_id":"10186","alternative_title":["Vortrag auf dem Trilateralen Doktorand:innenseminar"],"_id":"50283","language":[{"iso":"ger"}],"date_updated":"2024-01-08T08:41:02Z","status":"public","title":"„Wir fahren jetzt nicht mit’m Mercedes vor, wenn man sich nachher eigentlich nur ‘n Polo leisten kann.“ Vorstellungen von Transfer in Theorie und Praxis der Beruflichen Bildung und ihre Implikationen","year":"2023","author":[{"first_name":"Desiree","last_name":"Daniel-Söltenfuß","full_name":"Daniel-Söltenfuß, Desiree","id":"10186"}],"conference":{"end_date":"2023-10-27","start_date":"2023-10-26","name":"Trilaterales Doktorand:innenseminar ","location":"Universität zu Köln"}},{"date_updated":"2024-01-08T08:41:08Z","author":[{"full_name":"Daniel-Söltenfuß, Desiree","first_name":"Desiree","last_name":"Daniel-Söltenfuß","id":"10186"},{"first_name":"Marie-Ann","last_name":"Kückmann","full_name":"Kückmann, Marie-Ann","id":"25394"}],"conference":{"location":"Universität Bamberg","name":"Hochschultage Berufliche Bildung","start_date":"2023-03-21","end_date":"2023-03-22"},"title":"Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie","year":"2023","status":"public","alternative_title":["Vortrag im Rahmen der Hochschultage Berufliche Bildung"],"user_id":"10186","language":[{"iso":"eng"}],"_id":"50281","citation":{"bibtex":"@inproceedings{Daniel-Söltenfuß_Kückmann_2023, title={Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie}, author={Daniel-Söltenfuß, Desiree and Kückmann, Marie-Ann}, year={2023} }","ama":"Daniel-Söltenfuß D, Kückmann M-A. Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie. In: ; 2023.","mla":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. <i>Zum Verständnis von Innovation Und Transfer in Einer Vernetzten Berufsbildungspraxis. Ergebnisse Einer Übergreifenden Interviewstudie</i>. 2023.","chicago":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. “Zum Verständnis von Innovation Und Transfer in Einer Vernetzten Berufsbildungspraxis. Ergebnisse Einer Übergreifenden Interviewstudie,” 2023.","short":"D. Daniel-Söltenfuß, M.-A. Kückmann, in: 2023.","ieee":"D. Daniel-Söltenfuß and M.-A. Kückmann, “Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie,” presented at the Hochschultage Berufliche Bildung, Universität Bamberg, 2023.","apa":"Daniel-Söltenfuß, D., &#38; Kückmann, M.-A. (2023). <i>Zum Verständnis von Innovation und Transfer in einer vernetzten Berufsbildungspraxis. Ergebnisse einer übergreifenden Interviewstudie</i>. Hochschultage Berufliche Bildung, Universität Bamberg."},"department":[{"_id":"208"}],"type":"conference","date_created":"2024-01-08T08:31:54Z"},{"citation":{"short":"D. Daniel-Söltenfuß, M.-A. Kückmann, in: 2023.","ama":"Daniel-Söltenfuß D, Kückmann M-A. „Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB. In: ; 2023.","chicago":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. “„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB,” 2023.","bibtex":"@inproceedings{Daniel-Söltenfuß_Kückmann_2023, title={„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB}, author={Daniel-Söltenfuß, Desiree and Kückmann, Marie-Ann}, year={2023} }","apa":"Daniel-Söltenfuß, D., &#38; Kückmann, M.-A. (2023). <i>„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB</i>. Jahrestagung der Sektion BWP, Europa-Universität Flensburg.","mla":"Daniel-Söltenfuß, Desiree, and Marie-Ann Kückmann. <i>„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB</i>. 2023.","ieee":"D. Daniel-Söltenfuß and M.-A. Kückmann, “„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB,” presented at the Jahrestagung der Sektion BWP, Europa-Universität Flensburg, 2023."},"department":[{"_id":"208"}],"type":"conference","date_created":"2024-01-08T08:36:09Z","date_updated":"2024-01-08T08:41:05Z","conference":{"location":"Europa-Universität Flensburg","name":"Jahrestagung der Sektion BWP","start_date":"2023-09-05","end_date":"2023-09-07"},"author":[{"full_name":"Daniel-Söltenfuß, Desiree","last_name":"Daniel-Söltenfuß","first_name":"Desiree","id":"10186"},{"id":"25394","first_name":"Marie-Ann","last_name":"Kückmann","full_name":"Kückmann, Marie-Ann"}],"year":"2023","status":"public","title":"„Go with the flow?!“ Einblicke in Forschungsansatz und erste Ergebnisse des Begleitforschungsprojekts ITiB","alternative_title":["Vortrag im Rahmen der Jahrestagung der Sektion BWP"],"user_id":"10186","_id":"50282","language":[{"iso":"ger"}]},{"date_updated":"2024-01-10T09:52:59Z","conference":{"name":"Hawaii International Conference on System Sciences"},"author":[{"id":"51271","orcid":"0000-0001-9004-2391","first_name":"Dirk","last_name":"Leffrang","full_name":"Leffrang, Dirk"},{"full_name":"Bösch, Kevin","last_name":"Bösch","first_name":"Kevin"},{"id":"72849","first_name":"Oliver","last_name":"Müller","full_name":"Müller, Oliver"}],"status":"public","title":"Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time","year":"2023","user_id":"51271","language":[{"iso":"eng"}],"_id":"37312","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/items/62b58ddc-895c-48c3-8194-522a1758a26f","open_access":"1"}],"abstract":[{"text":"Optimal decision making requires appropriate evaluation of advice. Recent literature reports that algorithm aversion reduces the effectiveness of predictive algorithms. However, it remains unclear how people recover from bad advice given by an otherwise good advisor. Previous work has focused on algorithm aversion at a single time point. We extend this work by examining successive decisions in a time series forecasting task using an online between-subjects experiment (N = 87). Our empirical results do not confirm algorithm aversion immediately after bad advice. The estimated effect suggests an increasing algorithm appreciation over time. Our work extends the current knowledge on algorithm aversion with insights into how weight on advice is adjusted over consecutive tasks. Since most forecasting tasks are not one-off decisions, this also has implications for practitioners.","lang":"eng"}],"citation":{"apa":"Leffrang, D., Bösch, K., &#38; Müller, O. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. <i>Hawaii International Conference on System Sciences</i>. Hawaii International Conference on System Sciences.","mla":"Leffrang, Dirk, et al. “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.” <i>Hawaii International Conference on System Sciences</i>, 2023.","ieee":"D. Leffrang, K. Bösch, and O. Müller, “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time,” presented at the Hawaii International Conference on System Sciences, 2023.","chicago":"Leffrang, Dirk, Kevin Bösch, and Oliver Müller. “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.” In <i>Hawaii International Conference on System Sciences</i>, 2023.","ama":"Leffrang D, Bösch K, Müller O. Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. In: <i>Hawaii International Conference on System Sciences</i>. ; 2023.","short":"D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.","bibtex":"@inproceedings{Leffrang_Bösch_Müller_2023, title={Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time}, booktitle={Hawaii International Conference on System Sciences}, author={Leffrang, Dirk and Bösch, Kevin and Müller, Oliver}, year={2023} }"},"publication":"Hawaii International Conference on System Sciences","oa":"1","department":[{"_id":"196"}],"type":"conference","keyword":["Algorithm aversion","Time series","Decision making","Advice taking","Forecasting"],"date_created":"2023-01-18T10:53:51Z"},{"conference":{"location":"Hyderabad, India","name":"International Conference on Information Systems (ICIS)"},"author":[{"full_name":"Leffrang, Dirk","last_name":"Leffrang","orcid":"0000-0001-9004-2391","first_name":"Dirk","id":"51271"}],"status":"public","year":"2023","title":"AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization","date_updated":"2024-01-10T09:53:41Z","language":[{"iso":"eng"}],"_id":"50121","main_file_link":[{"url":"https://aisel.aisnet.org/icis2023/aiinbus/aiinbus/10"}],"user_id":"51271","citation":{"ieee":"D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in <i>International Conference on Information Systems</i>, Hyderabad, India, 2023, no. 10.","apa":"Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. <i>International Conference on Information Systems</i>, <i>10</i>.","mla":"Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” <i>International Conference on Information Systems</i>, no. 10, 2023.","bibtex":"@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }","chicago":"Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” In <i>International Conference on Information Systems</i>, 2023.","short":"D. Leffrang, in: International Conference on Information Systems, 2023.","ama":"Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: <i>International Conference on Information Systems</i>. ; 2023."},"publication":"International Conference on Information Systems","issue":"10","abstract":[{"text":"Many researchers and practitioners see artificial intelligence as a game changer compared to classical statistical models. However, some software providers engage in “AI washing”, relabeling solutions that use simple statistical models as AI systems. By contrast, research on algorithm aversion unsystematically varied the labels for advisors and treated labels such as \"artificial intelligence\" and \"statistical model\" synonymously. This study investigates the effect of individual labels on users' actual advice utilization behavior. Through two incentivized online within-subjects experiments on regression tasks, we find that labeling human advisors with labels that suggest higher expertise leads to an increase in advice-taking, even though the content of the advice remains the same. In contrast, our results do not suggest such an expert effect for advice-taking from algorithms, despite differences in self-reported perception. These findings challenge the effectiveness of framing intelligent systems as AI-based systems and have important implications for both research and practice.","lang":"eng"}],"date_created":"2024-01-03T09:54:00Z","department":[{"_id":"196"}],"keyword":["Artificial Intelligence","Algorithm Appreciation","Framing","Advice-taking","Expertise"],"type":"conference"},{"user_id":"51271","_id":"50118","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://aisel.aisnet.org/wi2023/19 "}],"date_updated":"2024-01-10T09:53:24Z","author":[{"id":"51271","full_name":"Leffrang, Dirk","orcid":"0000-0001-9004-2391","first_name":"Dirk","last_name":"Leffrang"}],"conference":{"name":"Wirtschaftsinformatik","location":"Paderborn"},"year":"2023","status":"public","title":"The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization","department":[{"_id":"196"}],"keyword":["Algorithm aversion","Data","Decision-making","Advice-taking","Human-Computer Interaction"],"type":"conference","date_created":"2024-01-03T09:50:06Z","abstract":[{"text":"Despite the widespread use of machine learning algorithms, their effectiveness is limited by a phenomenon known as algorithm aversion. Recent research concluded that unobserved variables can cause algorithm aversion. However, the impact of an unobserved variable on algorithm aversion remains unclear. Previous studies focused on situations where humans had more variables available than algorithms. We extend this research by conducting an online experiment with 94 participants, systematically varying the number of observable variables to the advisor and the advisor type. Surprisingly, our results did not confirm that an unobserved variable had a negative effect on advice-taking. Instead, we found a positive impact in an algorithm appreciation scenario. This study provides new insights into the paradoxical behavior in which people weigh advice more despite having fewer variables, as they correct for the advisor's errors. Practitioners should consider this behavior when designing algorithms and account for user correction behavior.","lang":"eng"}],"citation":{"short":"D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.","chicago":"Leffrang, Dirk. “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization.” In <i>Wirtschaftsinformatik Conference</i>, 2023.","ieee":"D. Leffrang, “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization,” in <i>Wirtschaftsinformatik Conference</i>, Paderborn, 2023, no. 19.","apa":"Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. <i>Wirtschaftsinformatik Conference</i>, <i>19</i>.","bibtex":"@inproceedings{Leffrang_2023, title={The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization}, number={19}, booktitle={Wirtschaftsinformatik Conference}, author={Leffrang, Dirk}, year={2023} }","ama":"Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: <i>Wirtschaftsinformatik Conference</i>. ; 2023.","mla":"Leffrang, Dirk. “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization.” <i>Wirtschaftsinformatik Conference</i>, no. 19, 2023."},"publication":"Wirtschaftsinformatik Conference","issue":"19"},{"conference":{"name":"Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems","start_date":"2023-09-18","end_date":"2023-09-22"},"author":[{"full_name":"Halimeh, Haya","last_name":"Halimeh","first_name":"Haya","id":"87673"},{"first_name":"Florian","last_name":"Freese","full_name":"Freese, Florian"},{"id":"72849","first_name":"Oliver","last_name":"Müller","full_name":"Müller, Oliver"}],"status":"public","title":"Event Recommendations through the Lens of Vision and Language Foundation Models","year":"2023","date_updated":"2024-01-10T16:10:04Z","language":[{"iso":"eng"}],"_id":"50431","main_file_link":[{"url":"https://scholar.google.com/citations?view_op=view_citation&hl=en&user=zBlrdP4AAAAJ&citation_for_view=zBlrdP4AAAAJ:UeHWp8X0CEIC","open_access":"1"}],"user_id":"87673","citation":{"ieee":"H. Halimeh, F. Freese, and O. Müller, “Event Recommendations through the Lens of Vision and Language Foundation Models,” presented at the Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems, 2023.","apa":"Halimeh, H., Freese, F., &#38; Müller, O. (2023). Event Recommendations through the Lens of Vision and Language Foundation Models. <i>Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems</i>. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems.","mla":"Halimeh, Haya, et al. “Event Recommendations through the Lens of Vision and Language Foundation Models.” <i>Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems</i>, 2023.","bibtex":"@inproceedings{Halimeh_Freese_Müller_2023, title={Event Recommendations through the Lens of Vision and Language Foundation Models}, booktitle={Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2023} }","short":"H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.","ama":"Halimeh H, Freese F, Müller O. Event Recommendations through the Lens of Vision and Language Foundation Models. In: <i>Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems</i>. ; 2023.","chicago":"Halimeh, Haya, Florian Freese, and Oliver Müller. “Event Recommendations through the Lens of Vision and Language Foundation Models.” In <i>Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems</i>, 2023."},"publication":"Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems","abstract":[{"text":"Recommender systems now span the entire customer journey. Amid the multitude of diversified experi- ences, immersing in cultural events has become a key aspect of tourism. Cultural events, however, suffer from fleeting lifecycles, evade exact replication, and invariably lie in the future. In addition, their low standardization makes harnessing historical data regarding event content or past patron evaluations intricate. The distinctive traits of events thereby compound the challenge of the cold-start dilemma in event recommenders. Content-based recommendations stand as a viable avenue to alleviate this issue, functioning even in scenarios where item-user information is scarce. Still, the effectiveness of content- based recommendations often hinges on the quality of the data representation they build upon. In this study, we explore an array of cutting-edge uni- and multimodal vision and language foundation models (VL-FMs) for this purpose. Next, we derive content-based recommendations through a straightforward clustering approach that groups akin events together, and evaluate the efficacy of the models through a series of online user experiments across three dimensions: similarity-based evaluation, comparison-based evaluation, and clustering assignment evaluation. Our experiments generated four major findings. First, we found that all VL-FMs consistently outperformed a naive baseline of recommending randomly drawn events. Second, unimodal text-based embeddings were surprisingly on par or in some cases even superior to multimodal embeddings. Third, multimodal embeddings yielded arguably more fine-grained and diverse clusters in comparison to their unimodal counterparts. Finally, we could confirm that cross event interest is indeed reliant on the perceived similarity of events, resonating with the notion of similarity in content-based recommendations. All in all, we believe that leveraging the potential of contemporary FMs for content-based event recommendations would help address the cold-start problem and propel this field of research forward in new and exciting ways.","lang":"eng"}],"date_created":"2024-01-10T14:20:12Z","oa":"1","department":[{"_id":"195"},{"_id":"196"}],"type":"conference"},{"_id":"45270","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://scholarspace.manoa.hawaii.edu/items/2ddab486-5d2f-4302-8de3-a8b24017da3d"}],"user_id":"60721","conference":{"end_date":"2023-01-06","name":"Hawaii International Conference on System Sciences","start_date":"2023-01-03"},"author":[{"id":"87673","first_name":"Haya","last_name":"Halimeh","full_name":"Halimeh, Haya"},{"full_name":"Caron, Matthew","last_name":"Caron","first_name":"Matthew","id":"60721"},{"last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver","id":"72849"}],"status":"public","year":"2023","title":"Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features","date_updated":"2024-01-10T15:16:37Z","publication_status":"published","date_created":"2023-05-25T10:25:21Z","oa":"1","department":[{"_id":"195"},{"_id":"196"}],"keyword":["Social Media and Healthcare Technology","early depression detection","liwc","mental health","transfer learning","transformer architectures"],"type":"conference","citation":{"bibtex":"@inproceedings{Halimeh_Caron_Müller_2023, title={Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features}, booktitle={Hawaii International Conference on System Sciences}, author={Halimeh, Haya and Caron, Matthew and Müller, Oliver}, year={2023} }","ama":"Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: <i>Hawaii International Conference on System Sciences</i>. ; 2023.","mla":"Halimeh, Haya, et al. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” <i>Hawaii International Conference on System Sciences</i>, 2023.","short":"H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.","chicago":"Halimeh, Haya, Matthew Caron, and Oliver Müller. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” In <i>Hawaii International Conference on System Sciences</i>, 2023.","ieee":"H. Halimeh, M. Caron, and O. Müller, “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features,” presented at the Hawaii International Conference on System Sciences, 2023.","apa":"Halimeh, H., Caron, M., &#38; Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. <i>Hawaii International Conference on System Sciences</i>. Hawaii International Conference on System Sciences."},"publication":"Hawaii International Conference on System Sciences","abstract":[{"lang":"eng","text":"Clinical depression is a serious mental disorder that poses challenges for both personal and public health. Millions of people struggle with depression each year, but for many, the disorder goes undiagnosed or untreated. Over the last decade, early depression detection on social media emerged as an interdisciplinary research field. However, there is still a gap in detecting hesitant, depression-susceptible individuals with minimal direct depressive signals at an early stage. We, therefore, take up this open point and leverage posts from Reddit to fill the addressed gap. Our results demonstrate the potential of contemporary Transformer architectures in yielding promising predictive capabilities for mental health research. Furthermore, we investigate the model’s interpretability using a surrogate and a topic modeling approach. Based on our findings, we consider this work as a further step towards developing a better understanding of mental eHealth and hope that our results can support the development of future technologies."}],"related_material":{"link":[{"url":"https://hdl.handle.net/10125/103046","relation":"confirmation"}]}},{"user_id":"60721","language":[{"iso":"eng"}],"_id":"50437","main_file_link":[{"url":"https://aisel.aisnet.org/wi2023/100/"}],"date_updated":"2024-01-10T15:20:13Z","publication_status":"published","conference":{"location":"Paderborn, Germany","start_date":"2023-09-18","name":"Wirtschaftsinformatik","end_date":"2023-09-21"},"author":[{"first_name":"Raphael","last_name":"Reimann","full_name":"Reimann, Raphael"},{"id":"60721","full_name":"Caron, Matthew","first_name":"Matthew","last_name":"Caron"}],"status":"public","year":"2023","title":"Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach","department":[{"_id":"196"}],"type":"conference","date_created":"2024-01-10T15:15:19Z","abstract":[{"lang":"eng","text":"The humanitarian crisis resulting from the Russian invasion of Ukraine has led to millions of displaced individuals across Europe. Addressing the evolving needs of these refugees is crucial for hosting countries and humanitarian organizations. This study leverages social media analytics to supplement traditional surveys, providing real-time insights into refugee needs by analyzing over two million messages from Telegram, a vital platform for Ukrainian refugees in Germany. We employ Natural Language Processing techniques, including language identification, sentiment analysis, and topic modeling, to identify well-defined topic clusters such as housing, financial and legal assistance, language courses, job market access, and medical needs. Our findings also reveal changes in topic occurrence and nature over time. To support practitioners, we introduce an interactive web-based dashboard for continuous analysis of refugee needs."}],"citation":{"short":"R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.","chicago":"Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” In <i>Wirtschaftsinformatik</i>, 2023.","apa":"Reimann, R., &#38; Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. <i>Wirtschaftsinformatik</i>. Wirtschaftsinformatik, Paderborn, Germany.","ieee":"R. Reimann and M. Caron, “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach,” presented at the Wirtschaftsinformatik, Paderborn, Germany, 2023.","ama":"Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: <i>Wirtschaftsinformatik</i>. ; 2023.","bibtex":"@inproceedings{Reimann_Caron_2023, title={Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach}, booktitle={Wirtschaftsinformatik}, author={Reimann, Raphael and Caron, Matthew}, year={2023} }","mla":"Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” <i>Wirtschaftsinformatik</i>, 2023."},"publication":"Wirtschaftsinformatik"},{"date_created":"2023-10-19T10:34:14Z","place":"Aachen","type":"misc","department":[{"_id":"644"},{"_id":"149"},{"_id":"277"},{"_id":"321"}],"citation":{"chicago":"Knorr, Lukas, André Jungeilges, Florian Pfeifer, Sascha Christian Burmeister, and Henning Meschede. <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. Aachen: 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, 2023.","short":"L. Knorr, A. Jungeilges, F. Pfeifer, S.C. Burmeister, H. Meschede, Regenerative Energien für einen effizienten Betrieb von Presshärtelinien, 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, Aachen, 2023.","apa":"Knorr, L., Jungeilges, A., Pfeifer, F., Burmeister, S. C., &#38; Meschede, H. (2023). <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. 4. Aachener Ofenbau- und Thermoprozess-Kolloquium.","ieee":"L. Knorr, A. Jungeilges, F. Pfeifer, S. C. Burmeister, and H. Meschede, <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. Aachen: 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, 2023.","ama":"Knorr L, Jungeilges A, Pfeifer F, Burmeister SC, Meschede H. <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. 4. Aachener Ofenbau- und Thermoprozess-Kolloquium; 2023.","bibtex":"@book{Knorr_Jungeilges_Pfeifer_Burmeister_Meschede_2023, place={Aachen}, title={Regenerative Energien für einen effizienten Betrieb von Presshärtelinien}, publisher={4. Aachener Ofenbau- und Thermoprozess-Kolloquium}, author={Knorr, Lukas and Jungeilges, André and Pfeifer, Florian and Burmeister, Sascha Christian and Meschede, Henning}, year={2023} }","mla":"Knorr, Lukas, et al. <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, 2023."},"_id":"48335","language":[{"iso":"ger"}],"publisher":"4. Aachener Ofenbau- und Thermoprozess-Kolloquium","user_id":"45189","year":"2023","title":"Regenerative Energien für einen effizienten Betrieb von Presshärtelinien","status":"public","author":[{"first_name":"Lukas","last_name":"Knorr","full_name":"Knorr, Lukas","id":"90391"},{"full_name":"Jungeilges, André","first_name":"André","last_name":"Jungeilges","id":"45189"},{"full_name":"Pfeifer, Florian","last_name":"Pfeifer","first_name":"Florian","id":"22717"},{"id":"32685","orcid":"0000-0001-6679-0453","last_name":"Burmeister","first_name":"Sascha Christian","full_name":"Burmeister, Sascha Christian"},{"id":"86954","first_name":"Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","full_name":"Meschede, Henning"}],"date_updated":"2024-01-11T09:05:19Z"},{"title":"More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency","year":"2023","status":"public","author":[{"id":"51905","full_name":"Brennig, Katharina","first_name":"Katharina","last_name":"Brennig"},{"full_name":"Müller, Oliver","first_name":"Oliver","last_name":"Müller","id":"72849"}],"publication_identifier":{"unknown":["978-0-9981331-6-4"]},"conference":{"start_date":"20230103","name":" 56th Hawaii International Conference on System Sciences","location":"Lāhainā","end_date":"20230106"},"publication_status":"published","date_updated":"2024-01-11T11:21:28Z","has_accepted_license":"1","language":[{"iso":"eng"}],"_id":"37058","user_id":"51905","publication":"Hawaii International Conference on System Sciences","citation":{"ieee":"K. Brennig and O. Müller, “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency,” presented at the  56th Hawaii International Conference on System Sciences, Lāhainā, 2023.","apa":"Brennig, K., &#38; Müller, O. (2023). More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. <i>Hawaii International Conference on System Sciences</i>.  56th Hawaii International Conference on System Sciences, Lāhainā.","mla":"Brennig, Katharina, and Oliver Müller. “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency.” <i>Hawaii International Conference on System Sciences</i>, 2023.","bibtex":"@inproceedings{Brennig_Müller_2023, title={More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency}, booktitle={Hawaii International Conference on System Sciences}, author={Brennig, Katharina and Müller, Oliver}, year={2023} }","chicago":"Brennig, Katharina, and Oliver Müller. “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency.” In <i>Hawaii International Conference on System Sciences</i>, 2023.","ama":"Brennig K, Müller O. More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. In: <i>Hawaii International Conference on System Sciences</i>. ; 2023.","short":"K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023."},"abstract":[{"lang":"eng","text":"Digital technologies have made the line of visibility more transparent, enabling customers to get deeper insights into an organization’s core operations than ever before. This creates new challenges for organizations trying to consistently deliver high-quality customer experiences. In this paper we conduct an empirical analysis of customers’ preferences and their willingness-to-pay for different degrees of process transparency, using the example of digitally-enabled business-to-customer delivery services. Applying conjoint analysis, we quantify customers’ preferences and willingness-to-pay for different service attributes and levels. Our contributions are two-fold: For research, we provide empirical measurements of customers’ preferences and their willingness-to-pay for process transparency, suggesting that more is not always better. Additionally, we provide a blueprint of how conjoint analysis can be applied to study design decisions regarding changing an organization’s digital line of visibility. For practice, our findings enable service managers to make decisions about process transparency and establishing different levels of service quality.\r\n"}],"date_created":"2023-01-17T11:34:56Z","type":"conference","keyword":["Digital Services","Line of Visibility","Process Transparency","Customer Preferences","Conjoint Analysis"],"department":[{"_id":"196"}]},{"citation":{"mla":"Brennig, Katharina, et al. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” <i>Business Process Management Workshops</i>, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-50974-2_33\">10.1007/978-3-031-50974-2_33</a>.","ama":"Brennig K, Benkert K, Löhr B, Müller O. Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In: <i>Business Process Management Workshops</i>. ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-50974-2_33\">10.1007/978-3-031-50974-2_33</a>","bibtex":"@inbook{Brennig_Benkert_Löhr_Müller_2023, title={Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-50974-2_33\">10.1007/978-3-031-50974-2_33</a>}, booktitle={Business Process Management Workshops}, author={Brennig, Katharina and Benkert, Kay and Löhr, Bernd and Müller, Oliver}, year={2023} }","apa":"Brennig, K., Benkert, K., Löhr, B., &#38; Müller, O. (2023). Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In <i>Business Process Management Workshops</i>. <a href=\"https://doi.org/10.1007/978-3-031-50974-2_33\">https://doi.org/10.1007/978-3-031-50974-2_33</a>","ieee":"K. Brennig, K. Benkert, B. Löhr, and O. Müller, “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?,” in <i>Business Process Management Workshops</i>, 2023.","short":"K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.","chicago":"Brennig, Katharina, Kay Benkert, Bernd Löhr, and Oliver Müller. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” In <i>Business Process Management Workshops</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-50974-2_33\">https://doi.org/10.1007/978-3-031-50974-2_33</a>."},"publication":"Business Process Management Workshops","department":[{"_id":"196"}],"type":"book_chapter","date_created":"2024-01-11T09:26:05Z","date_updated":"2024-01-11T11:22:35Z","publication_status":"published","publication_identifier":{"issn":["1865-1348","1865-1356"],"isbn":["9783031509735","9783031509742"]},"author":[{"id":"51905","full_name":"Brennig, Katharina","first_name":"Katharina","last_name":"Brennig"},{"full_name":"Benkert, Kay","first_name":"Kay","last_name":"Benkert"},{"full_name":"Löhr, Bernd","last_name":"Löhr","first_name":"Bernd","id":"56760"},{"id":"72849","first_name":"Oliver","last_name":"Müller","full_name":"Müller, Oliver"}],"title":"Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?","status":"public","year":"2023","doi":"10.1007/978-3-031-50974-2_33","user_id":"51905","language":[{"iso":"eng"}],"_id":"50450"},{"author":[{"full_name":"Yahyaoui, Y.","last_name":"Yahyaoui","first_name":"Y."},{"last_name":"Jakob","first_name":"E.A.","full_name":"Jakob, E.A."},{"last_name":"Steinmetz","first_name":"Holger","full_name":"Steinmetz, Holger"},{"first_name":"M.C.","last_name":"Wehner","full_name":"Wehner, M.C."},{"last_name":"Isidor","first_name":"R.","full_name":"Isidor, R."},{"last_name":"Kabst","first_name":"Rüdiger","full_name":"Kabst, Rüdiger","id":"42362"}],"status":"public","year":"2023","title":"The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions","intvolume":"        33","date_updated":"2024-01-11T14:36:56Z","_id":"50461","language":[{"iso":"eng"}],"page":"755-781","volume":33,"user_id":"100439","citation":{"chicago":"Yahyaoui, Y., E.A. Jakob, Holger Steinmetz, M.C. Wehner, R. Isidor, and Rüdiger Kabst. “The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions.” <i>Nonprofit Management &#38; Leadership</i> 33, no. 4 (2023): 755–81.","ama":"Yahyaoui Y, Jakob EA, Steinmetz H, Wehner MC, Isidor R, Kabst R. The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions. <i>Nonprofit Management &#38; Leadership</i>. 2023;33(4):755-781.","short":"Y. Yahyaoui, E.A. Jakob, H. Steinmetz, M.C. Wehner, R. Isidor, R. Kabst, Nonprofit Management &#38; Leadership 33 (2023) 755–781.","bibtex":"@article{Yahyaoui_Jakob_Steinmetz_Wehner_Isidor_Kabst_2023, title={The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions}, volume={33}, number={4}, journal={Nonprofit Management &#38; Leadership}, author={Yahyaoui, Y. and Jakob, E.A. and Steinmetz, Holger and Wehner, M.C. and Isidor, R. and Kabst, Rüdiger}, year={2023}, pages={755–781} }","apa":"Yahyaoui, Y., Jakob, E. A., Steinmetz, H., Wehner, M. C., Isidor, R., &#38; Kabst, R. (2023). The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions. <i>Nonprofit Management &#38; Leadership</i>, <i>33</i>(4), 755–781.","mla":"Yahyaoui, Y., et al. “The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions.” <i>Nonprofit Management &#38; Leadership</i>, vol. 33, no. 4, 2023, pp. 755–81.","ieee":"Y. Yahyaoui, E. A. Jakob, H. Steinmetz, M. C. Wehner, R. Isidor, and R. Kabst, “The Equivocal Image of Young Social Enterprises - How Self- vs. Other-Oriented Values Influence External Perceptions,” <i>Nonprofit Management &#38; Leadership</i>, vol. 33, no. 4, pp. 755–781, 2023."},"issue":"4","publication":"Nonprofit Management & Leadership","date_created":"2024-01-11T14:36:43Z","department":[{"_id":"371"}],"type":"journal_article"}]