{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T00:17:42Z","timestamp":1783383462938,"version":"3.54.6"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032300881","type":"print"},{"value":"9783032300898","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-30089-8_2","type":"book-chapter","created":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T00:02:50Z","timestamp":1783382570000},"page":"15-28","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Explainable Interface Design in Everyday AI Applications \u2014 A Case Study of AI Skincare Applications"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-9803-4930","authenticated-orcid":false,"given":"Chia-Yao","family":"Chu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3987-5598","authenticated-orcid":false,"given":"Hsien-Hui","family":"Tang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,7]]},"reference":[{"key":"2_CR1","doi-asserted-by":"publisher","first-page":"80799","DOI":"10.1109\/ACCESS.2024.3409843","volume":"12","author":"ES Ortigossa","year":"2024","unstructured":"Ortigossa, E.S., Gon\u00e7alves, T., Nonato, L.G.: Explainable artificial intelligence (XAI): from theory to methods and applications. IEEE Access. 12, 80799\u201380846 (2024). https:\/\/doi.org\/10.1109\/ACCESS.2024.3409843","journal-title":"IEEE Access"},{"issue":"3\u20134","key":"2_CR2","doi-asserted-by":"publisher","first-page":"Article 24","DOI":"10.1145\/3387166","volume":"11","author":"S Mohseni","year":"2021","unstructured":"Mohseni, S., Zarei, N., Ragan, E.D.: A multidisciplinary survey and framework for design and evaluation of explainable AI systems. ACM Trans. Interact. Intell. Syst. 11(3\u20134), Article 24 (2021). https:\/\/doi.org\/10.1145\/3387166","journal-title":"ACM Trans. Interact. Intell. Syst."},{"issue":"3","key":"2_CR3","doi-asserted-by":"publisher","first-page":"1251","DOI":"10.1080\/10447318.2022.2138826","volume":"40","author":"TA Bach","year":"2022","unstructured":"Bach, T.A., Khan, A., Hallock, H., Beltr\u00e3o, G., Sousa, S.: A systematic literature review of user trust in AI-enabled systems: An HCI perspective. Int. J. Hum.\u2013Comput. Interact. 40(3), 1251\u20131266 (2022). https:\/\/doi.org\/10.1080\/10447318.2022.2138826","journal-title":"Int. J. Hum.\u2013Comput. Interact."},{"key":"2_CR4","doi-asserted-by":"publisher","first-page":"52138","DOI":"10.1109\/ACCESS.2018.2870052","volume":"6","author":"A Adadi","year":"2018","unstructured":"Adadi, A., Berrada, M.: Peeking inside the black box: A survey on explainable artificial intelligence (XAI). IEEE Access. 6, 52138\u201352160 (2018). https:\/\/doi.org\/10.1109\/ACCESS.2018.2870052","journal-title":"IEEE Access"},{"issue":"10","key":"2_CR5","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1145\/3233231","volume":"61","author":"ZC Lipton","year":"2018","unstructured":"Lipton, Z.C.: The mythos of model interpretability. Commun. ACM. 61(10), 36\u201343 (2018). https:\/\/doi.org\/10.1145\/3233231","journal-title":"Commun. ACM"},{"key":"2_CR6","doi-asserted-by":"publisher","unstructured":"Ribeiro, M.T., Singh, S., Guestrin, C.: \u201cWhy should I trust you?\u201d: Explaining the predictions of any classifier. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1135-1144. ACM (2016). https:\/\/doi.org\/10.1145\/2939672.2939778","DOI":"10.1145\/2939672.2939778"},{"key":"2_CR7","doi-asserted-by":"publisher","first-page":"4765","DOI":"10.48550\/arXiv.1705.07874","volume":"30","author":"SM Lundberg","year":"2017","unstructured":"Lundberg, S.M., Lee, S.-I.: A unified approach to interpreting model predictions. Adv. Neural Inf. Proces. Syst. 30, 4765\u20134774 (2017). https:\/\/doi.org\/10.48550\/arXiv.1705.07874","journal-title":"Adv. Neural Inf. Proces. Syst."},{"issue":"4","key":"2_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3419764","volume":"10","author":"B Shneiderman","year":"2020","unstructured":"Shneiderman, B.: Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered AI systems. ACM Trans. Interact. Intell. Syst. 10(4), 1\u201331 (2020). https:\/\/doi.org\/10.1145\/3419764","journal-title":"ACM Trans. Interact. Intell. Syst."},{"issue":"4","key":"2_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3374218","volume":"10","author":"A Springer","year":"2020","unstructured":"Springer, A., Whittaker, S.: Progressive disclosure: When, why, and how do users want algorithmic transparency information? ACM Trans. Interact. Intell. Syst. 10(4), 1\u201332 (2020). https:\/\/doi.org\/10.1145\/3374218","journal-title":"ACM Trans. Interact. Intell. Syst."},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-030-85616-8_36","volume-title":"IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2021)","author":"M Chromik","year":"2021","unstructured":"Chromik, M., Butz, A.: Human-XAI interaction: a review and design principles for explaining user interfaces. In: IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2021), pp. 1\u201318. Springer (2021). https:\/\/doi.org\/10.1007\/978-3-030-85616-8_36"},{"key":"2_CR11","doi-asserted-by":"publisher","unstructured":"Tsai, C.H., Brusilovsky, P.: Evaluating visual explanations for similarity-based recommendations: user perception and performance. In: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, Larnaca Cyprus, pp. 22\u201330. ACM (2019). https:\/\/doi.org\/10.1145\/3320435.3320465.","DOI":"10.1145\/3320435.3320465"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3290605.3300831","volume":"601","author":"D Wang","year":"2019","unstructured":"Wang, D., Yang, Q., Ashraf, A., Lim, B.Y.: Designing theory-driven user-centric explainable AI. Conf. Hum. Factors Comput. Syst. - Proc. 601, 1\u201315 (2019). https:\/\/doi.org\/10.1145\/3290605.3300831","journal-title":"Conf. Hum. Factors Comput. Syst. - Proc."},{"key":"2_CR13","doi-asserted-by":"publisher","unstructured":"Lei, D., He, Y., Zeng, J.: What is the focus of XAI in UI design? Prioritizing UI design principles for enhancing XAI user experience. In Lecture Notes in Computer Science: Vol. 14734. Lecture Notes in Artificial Intelligence. pp. 219\u2013237. Springer (2024). https:\/\/doi.org\/10.1007\/978-3-031-60606-9_13","DOI":"10.1007\/978-3-031-60606-9_13"}],"container-title":["Lecture Notes in Computer Science","Design, User Experience, and Usability"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-30089-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T00:02:51Z","timestamp":1783382571000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-30089-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032300881","9783032300898"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-30089-8_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"7 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montreal, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2026.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}