{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T08:56:43Z","timestamp":1773392203991,"version":"3.50.1"},"publisher-location":"Cham","reference-count":60,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032083326","type":"print"},{"value":"9783032083333","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:p>Research indicates that anger is a prevalent emotion in human-technology interactions, often leading to frustration, rejection and reduced trust, significantly impacting user experience and acceptance of technology. Particularly in high-risk or uncertain situations, where AI explanations are intended to help users make more informed decisions, decision-making is influenced by emotional factors, impairing understanding and leading to suboptimal choices. While XAI research continues to evolve, greater consideration of users\u2019 emotions and individual characteristics remains necessary. Broadening empirical studies in this area could foster a more comprehensive understanding of decision-making processes following explanations, especially in relation to the interaction between emotions and cognition. In response, this study seeks to contribute to this area by employing an experimental design to examine the effects of AI explanations and emotion regulation on user reliance and trust of emotional users. The results provide a foundation for future human-centered research in XAI, focusing on the impact of emotions and cognition in human-technology interactions.<\/jats:p>","DOI":"10.1007\/978-3-032-08333-3_11","type":"book-chapter","created":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T05:23:04Z","timestamp":1760764984000},"page":"225-248","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Can AI Regulate Your Emotions? An Empirical Investigation of\u00a0the\u00a0Influence of\u00a0AI Explanations and\u00a0Emotion Regulation on\u00a0Human Decision-Making Factors"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8201-5166","authenticated-orcid":false,"given":"Olesja","family":"Lammert","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,10,19]]},"reference":[{"issue":"8","key":"11_CR1","doi-asserted-by":"publisher","first-page":"1393","DOI":"10.1080\/02699931.2010.550751","volume":"25","author":"AD Angie","year":"2011","unstructured":"Angie, A.D., Connelly, S., Waples, E.P., Kligyte, V.: The influence of discrete emotions on judgement and decision-making: a meta-analytic review. Cognition Emotion 25(8), 1393\u20131422 (2011)","journal-title":"Cognition Emotion"},{"key":"11_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. Inform. Fusion 58, 82\u2013115 (2020)","journal-title":"Inform. Fusion"},{"key":"11_CR3","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1007\/s11031-013-9346-5","volume":"37","author":"V Bagneux","year":"2013","unstructured":"Bagneux, V., Font, H., Bollon, T.: Incidental emotions associated with uncertainty appraisals impair decisions in the iowa gambling task. Motiv. Emot. 37, 818\u2013827 (2013)","journal-title":"Motiv. Emot."},{"key":"11_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12875-016-0558-0","volume":"17","author":"MM Becerra-Perez","year":"2016","unstructured":"Becerra-Perez, M.M., Menear, M., Turcotte, S., Labrecque, M., L\u00e9gar\u00e9, F.: More primary care patients regret health decisions if they experienced decisional conflict in the consultation: a secondary analysis of a multicenter descriptive study. BMC Fam. Pract. 17, 1\u201311 (2016)","journal-title":"BMC Fam. Pract."},{"issue":"1","key":"11_CR5","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/0005-7916(94)90063-9","volume":"25","author":"MM Bradley","year":"1994","unstructured":"Bradley, M.M., Lang, P.J.: Measuring emotion: the self-assessment manikin and the semantic differential. J. Behav. Ther. Exp. Psychiatry 25(1), 49\u201359 (1994)","journal-title":"J. Behav. Ther. Exp. Psychiatry"},{"issue":"CSCW1","key":"11_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3449287","volume":"5","author":"Z Bu\u00e7inca","year":"2021","unstructured":"Bu\u00e7inca, Z., Malaya, M.B., Gajos, K.Z.: To trust or to think: cognitive forcing functions can reduce overreliance on ai in ai-assisted decision-making. Proc. ACM Human-Comput. Interact. 5(CSCW1), 1\u201321 (2021)","journal-title":"Proc. ACM Human-Comput. Interact."},{"issue":"2","key":"11_CR7","doi-asserted-by":"publisher","first-page":"164","DOI":"10.3758\/BF03330428","volume":"30","author":"RS Calef","year":"1992","unstructured":"Calef, R.S., Choban, M.C., Calef, R.A., Brand, R.L., Rogers, M.J., Geller, E.S.: Effects of unsolvable anagrams on retention. Bull. Psychon. Soc. 30(2), 164\u2013166 (1992). https:\/\/doi.org\/10.3758\/BF03330428","journal-title":"Bull. Psychon. Soc."},{"issue":"4","key":"11_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3588320","volume":"13","author":"FM Cau","year":"2023","unstructured":"Cau, F.M., Hauptmann, H., Spano, L.D., Tintarev, N.: Effects of ai and logic-style explanations on users\u2019 decisions under different levels of uncertainty. ACM Trans. Interactive Intell. Syst. 13(4), 1\u201342 (2023)","journal-title":"ACM Trans. Interactive Intell. Syst."},{"key":"11_CR9","doi-asserted-by":"crossref","unstructured":"De Hooge, I.E., Verlegh, P.W., Tzioti, S.C.: Emotions in advice taking: the roles of agency and valence. J. Behav. Decis. Mak. 27(3), 246\u2013258 (2014)","DOI":"10.1002\/bdm.1801"},{"key":"11_CR10","unstructured":"Druce, J., Harradon, M., Tittle, J.: Explainable artificial intelligence (xai) for increasing user trust in deep reinforcement learning driven autonomous systems. arXiv preprint arXiv:2106.03775 (2021)"},{"issue":"5","key":"11_CR11","doi-asserted-by":"publisher","first-page":"736","DOI":"10.1037\/0022-3514.88.5.736","volume":"88","author":"JR Dunn","year":"2005","unstructured":"Dunn, J.R., Schweitzer, M.E.: Feeling and believing: the influence of emotion on trust. J. Pers. Soc. Psychol. 88(5), 736 (2005)","journal-title":"J. Pers. Soc. Psychol."},{"issue":"6","key":"11_CR12","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/S1071-5819(03)00038-7","volume":"58","author":"MT Dzindolet","year":"2003","unstructured":"Dzindolet, M.T., Peterson, S.A., Pomranky, R.A., Pierce, L.G., Beck, H.P.: The role of trust in automation reliance. Int. J. Hum Comput Stud. 58(6), 697\u2013718 (2003)","journal-title":"Int. J. Hum Comput Stud."},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"298","DOI":"10.3389\/fpsyg.2011.00298","volume":"2","author":"CR Fox","year":"2011","unstructured":"Fox, C.R., Tannenbaum, D.: The elusive search for stable risk preferences. Front. Psychol. 2, 298 (2011)","journal-title":"Front. Psychol."},{"issue":"6","key":"11_CR14","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1080\/10447318.2018.1456150","volume":"35","author":"T Franke","year":"2019","unstructured":"Franke, T., Attig, C., Wessel, D.: A personal resource for technology interaction: development and validation of the affinity for technology interaction (ati) scale. Inter. J. Hum.-Comput. Interact. 35(6), 456\u2013467 (2019)","journal-title":"Inter. J. Hum.-Comput. Interact."},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Fredrickson, B.L.: Positive emotions broaden and build. In: Advances in Experimental Social Psychology, vol.\u00a047, pp. 1\u201353. Elsevier (2013)","DOI":"10.1016\/B978-0-12-407236-7.00001-2"},{"key":"11_CR16","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.obhdp.2016.06.004","volume":"136","author":"JM George","year":"2016","unstructured":"George, J.M., Dane, E.: Affect, emotion, and decision making. Organ. Behav. Hum. Decis. Process. 136, 47\u201355 (2016)","journal-title":"Organ. Behav. Hum. Decis. Process."},{"key":"11_CR17","doi-asserted-by":"crossref","unstructured":"Guerdan, L., Raymond, A., Gunes, H.: Toward affective xai: facial affect analysis for understanding explainable human-ai interactions. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 3796\u20133805 (2021)","DOI":"10.1109\/ICCVW54120.2021.00423"},{"issue":"3","key":"11_CR18","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1016\/S1057-7408(07)70023-2","volume":"17","author":"S Han","year":"2007","unstructured":"Han, S., Lerner, J.S., Keltner, D.: Feelings and consumer decision making: the appraisal-tendency framework. J. Consum. Psychol. 17(3), 158\u2013168 (2007)","journal-title":"J. Consum. Psychol."},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"1081086","DOI":"10.3389\/fpsyg.2023.1081086","volume":"14","author":"P Hancock","year":"2023","unstructured":"Hancock, P., et al.: How and why humans trust: a meta-analysis and elaborated model. Front. Psychol. 14, 1081086 (2023)","journal-title":"Front. Psychol."},{"issue":"2","key":"11_CR20","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1024\/1421-0185.63.2.113","volume":"63","author":"Y H\u00e4nggi","year":"2004","unstructured":"H\u00e4nggi, Y.: Stress and emotion recognition: an internet experiment using stress induction. Swiss J. Psychol. 63(2), 113\u2013125 (2004)","journal-title":"Swiss J. Psychol."},{"issue":"2","key":"11_CR21","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1037\/a0018489","volume":"10","author":"RM Heilman","year":"2010","unstructured":"Heilman, R.M., Cri\u015fan, L.G., Houser, D., Miclea, M., Miu, A.C.: Emotion regulation and decision making under risk and uncertainty. Emotion 10(2), 257 (2010)","journal-title":"Emotion"},{"key":"11_CR22","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1007\/s10608-017-9848-7","volume":"41","author":"C Hofheinz","year":"2017","unstructured":"Hofheinz, C., Germar, M., Schultze, T., Michalak, J., Mojzisch, A.: Are depressed people more or less susceptible to informational social influence? Cogn. Ther. Res. 41, 699\u2013711 (2017)","journal-title":"Cogn. Ther. Res."},{"issue":"10","key":"11_CR23","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1016\/S2215-0366(18)30296-7","volume":"5","author":"C Hollis","year":"2018","unstructured":"Hollis, C., et al.: Identifying research priorities for digital technology in mental health care: results of the james lind alliance priority setting partnership. Lancet Psychiatry 5(10), 845\u2013854 (2018)","journal-title":"Lancet Psychiatry"},{"issue":"5","key":"11_CR24","doi-asserted-by":"publisher","first-page":"1644","DOI":"10.1257\/000282802762024700","volume":"92","author":"CA Holt","year":"2002","unstructured":"Holt, C.A., Laury, S.K.: Risk aversion and incentive effects. Am. Econ. Rev. 92(5), 1644\u20131655 (2002)","journal-title":"Am. Econ. Rev."},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Irfan, B., Kennedy, J., Lemaignan, S., Papadopoulos, F., Senft, E., Belpaeme, T.: Social psychology and human-robot interaction: an uneasy marriage. In: Companion of the 2018 ACM\/IEEE International Conference on Human-robot Interaction, pp. 13\u201320 (2018)","DOI":"10.1145\/3173386.3173389"},{"issue":"22","key":"11_CR26","doi-asserted-by":"publisher","first-page":"6864","DOI":"10.1080\/10447318.2023.2261727","volume":"40","author":"M Jeon","year":"2024","unstructured":"Jeon, M.: The effects of emotions on trust in human-computer interaction: a survey and prospect. Inter. J. Hum.-Comput. Interact. 40(22), 6864\u20136882 (2024)","journal-title":"Inter. J. Hum.-Comput. Interact."},{"issue":"1","key":"11_CR27","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1111\/j.1369-7625.2010.00621.x","volume":"14","author":"N Joseph-Williams","year":"2011","unstructured":"Joseph-Williams, N., Edwards, A., Elwyn, G.: The importance and complexity of regret in the measurement of \u2018good\u2019decisions: a systematic review and a content analysis of existing assessment instruments. Health Expect. 14(1), 59\u201383 (2011)","journal-title":"Health Expect."},{"key":"11_CR28","doi-asserted-by":"crossref","unstructured":"Kaptein, F., Broekens, J., Hindriks, K., Neerincx, M.: Self-explanations of a cognitive agent by citing goals and emotions. In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), pp. 81\u201382. IEEE (2017)","DOI":"10.1109\/ACIIW.2017.8272592"},{"issue":"1","key":"11_CR29","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.13403","volume":"42","author":"A Khalane","year":"2025","unstructured":"Khalane, A., Makwana, R., Shaikh, T., Ullah, A.: Evaluating significant features in context-aware multimodal emotion recognition with xai methods. Expert. Syst. 42(1), e13403 (2025)","journal-title":"Expert. Syst."},{"issue":"4","key":"11_CR30","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1007\/s11633-022-1407-3","volume":"21","author":"X Kong","year":"2024","unstructured":"Kong, X., Liu, S., Zhu, L.: Toward human-centered xai in practice: a survey. Mach. Intell. Res. 21(4), 740\u2013770 (2024)","journal-title":"Mach. Intell. Res."},{"issue":"14","key":"11_CR31","doi-asserted-by":"publisher","first-page":"2842","DOI":"10.3390\/electronics13142842","volume":"13","author":"G Kostopoulos","year":"2024","unstructured":"Kostopoulos, G., Davrazos, G., Kotsiantis, S.: Explainable artificial intelligence-based decision support systems: a recent review. Electronics 13(14), 2842 (2024)","journal-title":"Electronics"},{"key":"11_CR32","doi-asserted-by":"crossref","unstructured":"Lai, V., Chen, C., Smith-Renner, A., Liao, Q.V., Tan, C.: Towards a science of human-ai decision making: an overview of design space in empirical human-subject studies. In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, pp. 1369\u20131385 (2023)","DOI":"10.1145\/3593013.3594087"},{"key":"11_CR33","doi-asserted-by":"publisher","first-page":"1377075","DOI":"10.3389\/frbhe.2024.1377075","volume":"3","author":"O Lammert","year":"2024","unstructured":"Lammert, O., Richter, B., Sch\u00fctze, C., Thommes, K., Wrede, B.: Humans in xai: increased reliance in decision-making under uncertainty by using explanation strategies. Front. Behav. Econ. 3, 1377075 (2024)","journal-title":"Front. Behav. Econ."},{"key":"11_CR34","doi-asserted-by":"crossref","unstructured":"Le, T., Miller, T., Singh, R., Sonenberg, L.: Towards the new xai: A hypothesis-driven approach to decision support using evidence. arXiv preprint arXiv:2402.01292 (2024)","DOI":"10.3233\/FAIA240571"},{"issue":"1","key":"11_CR35","doi-asserted-by":"publisher","first-page":"205395171875668","DOI":"10.1177\/2053951718756684","volume":"5","author":"MK Lee","year":"2018","unstructured":"Lee, M.K.: Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management. Big Data Soc. 5(1), 2053951718756684 (2018)","journal-title":"Big Data Soc."},{"key":"11_CR36","unstructured":"Leiner, D.J.: Too fast, too straight, too weird: non-reactive indicators for meaningless data in internet surveys. In: Survey Research Methods, vol.\u00a013, pp. 229\u2013248 (2019)"},{"issue":"1","key":"11_CR37","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1146\/annurev-psych-010213-115043","volume":"66","author":"JS Lerner","year":"2015","unstructured":"Lerner, J.S., Li, Y., Valdesolo, P., Kassam, K.S.: Emotion and decision making. Annu. Rev. Psychol. 66(1), 799\u2013823 (2015)","journal-title":"Annu. Rev. Psychol."},{"issue":"2","key":"11_CR38","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1002\/bdm.515","volume":"19","author":"JS Lerner","year":"2006","unstructured":"Lerner, J.S., Tiedens, L.Z.: Portrait of the angry decision maker: How appraisal tendencies shape anger\u2019s influence on cognition. J. Behav. Decis. Mak. 19(2), 115\u2013137 (2006)","journal-title":"J. Behav. Decis. Mak."},{"issue":"2","key":"11_CR39","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/j.ijpsycho.2007.03.017","volume":"66","author":"IB Mauss","year":"2007","unstructured":"Mauss, I.B., Cook, C.L., Cheng, J.Y., Gross, J.J.: Individual differences in cognitive reappraisal: experiential and physiological responses to an anger provocation. Int. J. Psychophysiol. 66(2), 116\u2013124 (2007)","journal-title":"Int. J. Psychophysiol."},{"key":"11_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.artint.2018.07.007","volume":"267","author":"T Miller","year":"2019","unstructured":"Miller, T.: Explanation in artificial intelligence: insights from the social sciences. Artif. Intell. 267, 1\u201338 (2019)","journal-title":"Artif. Intell."},{"key":"11_CR41","doi-asserted-by":"crossref","unstructured":"Miller, T.: Explainable ai is dead, long live explainable ai! hypothesis-driven decision support using evaluative ai. In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, pp. 333\u2013342 (2023)","DOI":"10.1145\/3593013.3594001"},{"issue":"1","key":"11_CR42","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1146\/annurev-clinpsy-032816-044949","volume":"13","author":"DC Mohr","year":"2017","unstructured":"Mohr, D.C., Zhang, M., Schueller, S.M.: Personal sensing: understanding mental health using ubiquitous sensors and machine learning. Annu. Rev. Clin. Psychol. 13(1), 23\u201347 (2017)","journal-title":"Annu. Rev. Clin. Psychol."},{"key":"11_CR43","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1007\/978-3-319-91122-9_18","volume-title":"Engineering Psychology and Cognitive Ergonomics","author":"MA Neerincx","year":"2018","unstructured":"Neerincx, M.A., Waa, J., Kaptein, F., Diggelen, J.: Using perceptual and cognitive explanations for enhanced human-agent team performance. In: Harris, D. (ed.) EPCE 2018. LNCS (LNAI), vol. 10906, pp. 204\u2013214. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91122-9_18"},{"key":"11_CR44","unstructured":"Nguyen, T., Canossa, A., Zhu, J.: How human-centered explainable ai interface are designed and evaluated: A systematic survey. arXiv preprint arXiv:2403.14496 (2024)"},{"issue":"3","key":"11_CR45","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1080\/10447318.2022.2153320","volume":"39","author":"O Ozmen Garibay","year":"2023","unstructured":"Ozmen Garibay, O., et al.: Six human-centered artificial intelligence grand challenges. Inter. J. Hum.-Comput. Interact. 39(3), 391\u2013437 (2023)","journal-title":"Inter. J. Hum.-Comput. Interact."},{"key":"11_CR46","doi-asserted-by":"crossref","unstructured":"Phillips, R., Madhavan, P.: The role of affective valence and task uncertainty in human-automation interaction. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol.\u00a057, pp. 354\u2013358. SAGE Publications Sage CA: Los Angeles, CA (2013)","DOI":"10.1177\/1541931213571077"},{"key":"11_CR47","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114382","volume":"170","author":"M Polignano","year":"2021","unstructured":"Polignano, M., Narducci, F., de Gemmis, M., Semeraro, G.: Towards emotion-aware recommender systems: an affective coherence model based on emotion-driven behaviors. Expert Syst. Appl. 170, 114382 (2021)","journal-title":"Expert Syst. Appl."},{"key":"11_CR48","doi-asserted-by":"crossref","unstructured":"Punuri, S.B., Kuanar, S.K., Mishra, T.K., Rao, V.V.R.M., Reddy, S.S.: Decoding human facial emotions: a ranking approach using explainable ai. IEEE Access (2024)","DOI":"10.2139\/ssrn.4833166"},{"issue":"3","key":"11_CR49","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1027\/1015-5759.23.3.193","volume":"23","author":"B Rammstedt","year":"2007","unstructured":"Rammstedt, B.: The 10-item big five inventory. Eur. J. Psychol. Assess. 23(3), 193\u2013201 (2007)","journal-title":"Eur. J. Psychol. Assess."},{"issue":"3","key":"11_CR50","doi-asserted-by":"publisher","first-page":"410","DOI":"10.1037\/0022-3514.79.3.410","volume":"79","author":"JM Richards","year":"2000","unstructured":"Richards, J.M., Gross, J.J.: Emotion regulation and memory: the cognitive costs of keeping one\u2019s cool. J. Pers. Soc. Psychol. 79(3), 410 (2000)","journal-title":"J. Pers. Soc. Psychol."},{"key":"11_CR51","doi-asserted-by":"crossref","unstructured":"Schemmer, M., Hemmer, P., Nitsche, M., K\u00fchl, N., V\u00f6ssing, M.: A meta-analysis of the utility of explainable artificial intelligence in human-ai decision-making. In: Proceedings of the 2022 AAAI\/ACM Conference on AI, Ethics, and Society, pp. 617\u2013626 (2022)","DOI":"10.1145\/3514094.3534128"},{"key":"11_CR52","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2020.102551","volume":"146","author":"D Shin","year":"2021","unstructured":"Shin, D.: The effects of explainability and causability on perception, trust, and acceptance: implications for explainable ai. Int. J. Hum Comput Stud. 146, 102551 (2021)","journal-title":"Int. J. Hum Comput Stud."},{"key":"11_CR53","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.chb.2019.04.019","volume":"98","author":"D Shin","year":"2019","unstructured":"Shin, D., Park, Y.J.: Role of fairness, accountability, and transparency in algorithmic affordance. Comput. Hum. Behav. 98, 277\u2013284 (2019)","journal-title":"Comput. Hum. Behav."},{"issue":"1","key":"11_CR54","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3569898","volume":"30","author":"P Slovak","year":"2023","unstructured":"Slovak, P., Antle, A., Theofanopoulou, N., Daud\u00e9n Roquet, C., Gross, J., Isbister, K.: Designing for emotion regulation interventions: an agenda for hci theory and research. ACM Trans. Comput.-Hum. Interact. 30(1), 1\u201351 (2023)","journal-title":"ACM Trans. Comput.-Hum. Interact."},{"key":"11_CR55","unstructured":"Sozialforschung: SOEP 2014 \u2013 Erhebungsinstrumente 2014 (Welle 31) des Soziooekonomischen Panels: Personenfragebogen, Altstichproben. SOEP Survey Papers 235: Series A. Berlin: DIW\/SOEP (2014)"},{"key":"11_CR56","doi-asserted-by":"crossref","unstructured":"Thommes, K., Lammert, O., Sch\u00fctze, C., Richter, B., Wrede, B.: Human emotions in ai explanations. In: World Conference on Explainable Artificial Intelligence, pp. 270\u2013293. Springer (2024)","DOI":"10.1007\/978-3-031-63803-9_15"},{"key":"11_CR57","doi-asserted-by":"publisher","first-page":"1398395","DOI":"10.3389\/frai.2024.1398395","volume":"7","author":"M Tretter","year":"2024","unstructured":"Tretter, M.: Equipping ai-decision-support-systems with emotional capabilities? ethical perspectives. Front. Artifi. Intell. 7, 1398395 (2024)","journal-title":"Front. Artifi. Intell."},{"key":"11_CR58","doi-asserted-by":"crossref","unstructured":"van der Waa, J., Nieuwburg, E., Cremers, A., Neerincx, M.: Evaluating xai: a comparison of rule-based and example-based explanations. Artif. Intell. 291, 103404 (2021)","DOI":"10.1016\/j.artint.2020.103404"},{"key":"11_CR59","doi-asserted-by":"crossref","unstructured":"Wilcox, R.: Modern statistics for the social and behavioral sciences: a practical introduction. Chapman and Hall\/CRC (2017)","DOI":"10.1201\/9781315154480"},{"issue":"12","key":"11_CR60","doi-asserted-by":"publisher","first-page":"858","DOI":"10.1016\/j.brat.2011.09.011","volume":"49","author":"M Wolgast","year":"2011","unstructured":"Wolgast, M., Lundh, L.G., Viborg, G.: Cognitive reappraisal and acceptance: an experimental comparison of two emotion regulation strategies. Behav. Res. Ther. 49(12), 858\u2013866 (2011)","journal-title":"Behav. Res. Ther."}],"container-title":["Communications in Computer and Information Science","Explainable Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-08333-3_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T05:23:10Z","timestamp":1760764990000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-08333-3_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"ISBN":["9783032083326","9783032083333"],"references-count":60,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-08333-3_11","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,19]]},"assertion":[{"value":"19 October 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The author has no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"xAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Explainable Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Istanbul","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"T\u00fcrkiye","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":"9 July 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"xai2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/xaiworldconference.com\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}