{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T06:25:06Z","timestamp":1770963906037,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031945892","type":"print"},{"value":"9783031945908","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-94590-8_10","type":"book-chapter","created":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T07:03:40Z","timestamp":1749193420000},"page":"78-85","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Trust Paradoxes in\u00a0Machine Learning: An Ontological Approach"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-2240-721X","authenticated-orcid":false,"given":"Yuntian","family":"Ding","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1540-2099","authenticated-orcid":false,"given":"Nicolas","family":"Herbaut","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1957-0519","authenticated-orcid":false,"given":"Camille","family":"Salinesi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,7]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Amaral, G., Sales, T.P., Guizzardi, G., Porello, D.: Towards a reference ontology of trust. In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences: Confederated International Conferences: CoopIS, ODBASE, C &TC 2019, Rhodes, Greece, October 21\u201325, 2019, Proceedings, pp. 3\u201321. Springer (2019)","DOI":"10.1007\/978-3-030-33246-4_1"},{"key":"10_CR2","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.inffus.2019.12.012","volume":"58","author":"AB Arrieta","year":"2020","unstructured":"Arrieta, A.B., et al.: Explainable artificial intelligence (xai): concepts, taxonomies, opportunities and challenges toward responsible ai. Inf. Fusion 58, 82\u2013115 (2020)","journal-title":"Inf. Fusion"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Burgess, E.R., et al.: Healthcare ai treatment decision support: Design principles to enhance clinician adoption and trust. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, pp. 1\u201319 (2023)","DOI":"10.1145\/3544548.3581251"},{"issue":"1","key":"10_CR4","doi-asserted-by":"publisher","first-page":"269","DOI":"10.3390\/make5010017","volume":"5","author":"F Cabitza","year":"2023","unstructured":"Cabitza, F., Campagner, A., Natali, C., Parimbelli, E., Ronzio, L., Cameli, M.: Painting the black box white: experimental findings from applying xai to an ecg reading setting. Mach. Learn. Knowl. Extraction 5(1), 269\u2013286 (2023)","journal-title":"Mach. Learn. Knowl. Extraction"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Cloarec, J., Meyer-Waarden, L., Munzel, A.: Transformative privacy calculus: Conceptualizing the personalization-privacy paradox on social media. Psychology & Marketing (2024)","DOI":"10.1002\/mar.21998"},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1016\/j.future.2022.03.009","volume":"133","author":"T Evans","year":"2022","unstructured":"Evans, T., et al.: The explainability paradox: challenges for xai in digital pathology. Futur. Gener. Comput. Syst. 133, 281\u2013296 (2022)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"10_CR7","unstructured":"Guizzardi, G.: Ontological foundations for structural conceptual models (2005)"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Harrison McKnight, D., Chervany, N.L.: Trust and distrust definitions: one bite at a time. In: Trust in Cyber-Societies: Integrating the Human and Artificial Perspectives, pp. 27\u201354. Springer (2001)","DOI":"10.1007\/3-540-45547-7_3"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Israelsen, B.W., Ahmed, N.R.: \u201cdave... i can assure you... that it\u2019s going to be all right...\u201d a definition, case for, and survey of algorithmic assurances in human-autonomy trust relationships. ACM Computing Surveys (CSUR) 51(6), 1\u201337 (2019)","DOI":"10.1145\/3267338"},{"key":"10_CR10","unstructured":"Keele, S., et al.: Guidelines for performing systematic literature reviews in software engineering. Technical report, ver. 2.3 ebse technical report. ebse (2007)"},{"key":"10_CR11","unstructured":"Luhmann, N.: Trust and power. John Wiley & Sons (2018)"},{"issue":"5","key":"10_CR12","doi-asserted-by":"publisher","first-page":"2507","DOI":"10.1007\/s00146-023-01726-w","volume":"39","author":"H Mihaljevi\u0107","year":"2024","unstructured":"Mihaljevi\u0107, H., M\u00fcller, I., Dill, K., Yollu-Tok, A., von Grafenstein, M.: More or less discrimination? practical feasibility of fairness auditing of technologies for personnel selection. AI Soc. 39(5), 2507\u20132523 (2024)","journal-title":"AI Soc."},{"issue":"4","key":"10_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3495013","volume":"29","author":"A Papenmeier","year":"2022","unstructured":"Papenmeier, A., Kern, D., Englebienne, G., Seifert, C.: It\u2019s complicated: the relationship between user trust, model accuracy and explanations in ai. ACM Trans. Comput.-Hum. Interact. (TOCHI) 29(4), 1\u201333 (2022)","journal-title":"ACM Trans. Comput.-Hum. Interact. (TOCHI)"},{"issue":"3","key":"10_CR14","doi-asserted-by":"publisher","first-page":"393","DOI":"10.5465\/amr.1998.926617","volume":"23","author":"DM Rousseau","year":"1998","unstructured":"Rousseau, D.M., Sitkin, S.B., Burt, R.S., Camerer, C.: Not so different after all: a cross-discipline view of trust. Acad. Manag. Rev. 23(3), 393\u2013404 (1998)","journal-title":"Acad. Manag. Rev."},{"key":"10_CR15","unstructured":"Schmitt, A., Wambsganss, T., S\u00f6llner, M., Janson, A.: Towards a trust reliance paradox? exploring the gap between perceived trust in and reliance on algorithmic advice. In: ICIS (2021)"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Toreini, E., Aitken, M., Coopamootoo, K., Elliott, K., Zelaya, C.G., Van Moorsel, A.: The relationship between trust in ai and trustworthy machine learning technologies. In: Proceedings of the 2020 conference on fairness, accountability, and transparency, pp. 272\u2013283 (2020)","DOI":"10.1145\/3351095.3372834"}],"container-title":["Lecture Notes in Business Information Processing","Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-94590-8_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T18:07:34Z","timestamp":1757182054000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-94590-8_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031945892","9783031945908"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-94590-8_10","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"value":"1865-1348","type":"print"},{"value":"1865-1356","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"7 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CAiSE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Systems Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vienna","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Austria","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"37","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"caise2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conferences.big.tuwien.ac.at\/caise2025\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}