{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:59:17Z","timestamp":1776931157504,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":94,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,23]]},"DOI":"10.1145\/3742413.3789085","type":"proceedings-article","created":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T11:32:24Z","timestamp":1772537544000},"page":"1803-1820","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Eye2Recall: Exploring Mixed-Initiative Reminiscence Activities via Gaze-Driven LLM Prompts for Older Adults"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-7157-8702","authenticated-orcid":false,"given":"Lei","family":"Han","sequence":"first","affiliation":[{"name":"Computational Media and Arts Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1539-4420","authenticated-orcid":false,"given":"Mingnan","family":"Wei","sequence":"additional","affiliation":[{"name":"Bioscience and Biomedical Engineering, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0893-7014","authenticated-orcid":false,"given":"Qiongyan","family":"Chen","sequence":"additional","affiliation":[{"name":"Computational Media and Arts, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4238-6581","authenticated-orcid":false,"given":"Anqi","family":"Wang","sequence":"additional","affiliation":[{"name":"Emerging Interdisciplinary Areas, Hong Kong university of Science and Technology, Hong Kong, China and Computational Media and Arts, Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-8127-9115","authenticated-orcid":false,"given":"Rong","family":"Pang","sequence":"additional","affiliation":[{"name":"Edinburgh College of Art, University of Edinburgh, Edinburgh, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1745-4741","authenticated-orcid":false,"given":"David","family":"Yip","sequence":"additional","affiliation":[{"name":"Computational Media and Arts, The Hong Kong University of Science and Technology (Guangzhou), Gaungzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,3,22]]},"reference":[{"key":"e_1_3_3_2_2_2","unstructured":"Herv\u00e9 Abdi. 2010. Holm\u2019s sequential Bonferroni procedure. Encyclopedia of research design 1 8 (2010) 1\u20138."},{"key":"e_1_3_3_2_3_2","unstructured":"M Argyle and M Cook. 1976. Gaze and mutual gaze.- Cambridge University Press."},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"crossref","unstructured":"Arlene\u00a0J Astell Maggie\u00a0P Ellis Norman Alm Richard Dye and Gary Gowans. 2010. Stimulating people with dementia to reminisce using personal and generic photographs. International Journal of Computers in Healthcare 1 2 (2010) 177\u2013198.","DOI":"10.1504\/IJCIH.2010.037461"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3180308.3180330"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3313272"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","unstructured":"Long Bai Xiangfei Liu and Jiacan Su. 2023. ChatGPT: The Cognitive Effects on Learning and Memory. Brain-X 2 Article 30 (Sept. 2023). 10.1002\/brx2.30","DOI":"10.1002\/brx2.30"},{"key":"e_1_3_3_2_8_2","unstructured":"Alistair Baron Paul Rayson Dawn Archer et\u00a0al. 2009. Word frequency and key word statistics in historical corpus linguistics. Anglistik: International Journal of English Studies 20 1 (2009) 41\u201367."},{"key":"e_1_3_3_2_9_2","volume-title":"The Therapeutic Purposes of Reminiscence","author":"Bender Michael\u00a0P.","year":"1998","unstructured":"Michael\u00a0P. Bender, Andrew Norris, and Paulette Bauckham. 1998. The Therapeutic Purposes of Reminiscence. Sage Publications, London."},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1353\/book.3469"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","unstructured":"Ernst Bohlmeijer Marte Roemer Pim Cuijpers and Filip Smit. 2007. The Effects of Reminiscence on Psychological Well-Being in Older Adults: A Meta-Analysis. Aging Ment. Health 11 3 (May 2007) 291\u2013300. 10.1080\/13607860600963547","DOI":"10.1080\/13607860600963547"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"crossref","unstructured":"Ernst Bohlmeijer Marije Valenkamp Gerben Westerhof Filip Smit and Pim Cuijpers. 2005. Creative reminiscence as an early intervention for depression: Results of a pilot project. Aging & Mental Health 9 4 (2005) 302\u2013304.","DOI":"10.1080\/13607860500089567"},{"key":"e_1_3_3_2_13_2","volume-title":"The city of collective memory: its historical imagery and architectural entertainments","author":"Boyer M\u00a0Christine","year":"1994","unstructured":"M\u00a0Christine Boyer. 1994. The city of collective memory: its historical imagery and architectural entertainments. MIT Press."},{"key":"e_1_3_3_2_14_2","unstructured":"John Brooke et\u00a0al. 1996. SUS-A quick and dirty usability scale. Usability evaluation in industry 189 194 (1996) 4\u20137."},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"crossref","unstructured":"Fred\u00a0B Bryant Colette\u00a0M Smart and Scott\u00a0P King. 2005. Using the past to enhance the present: Boosting happiness through positive reminiscence. Journal of Happiness Studies 6 (2005) 227\u2013260.","DOI":"10.1007\/s10902-005-3889-4"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/2996267.2996270"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"crossref","unstructured":"John\u00a0R Crawford and Julie\u00a0D Henry. 2004. The positive and negative affect schedule (PANAS): construct validity measurement properties and normative data in a large non-clinical sample. British Journal of Clinical Psychology 43 3 (2004) 245\u2013265.","DOI":"10.1348\/0144665031752934"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"Florian Daniel Jin Yu Boualem Benatallah Fabio Casati Maristella Matera and Regis Saint-Paul. 2007. Understanding UI Integration: A Survey of Problems Technologies and Opportunities. IEEE Internet Computing 11 3 (2007) 59\u201366. 10.1109\/MIC.2007.74","DOI":"10.1109\/MIC.2007.74"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"crossref","unstructured":"Tanya\u00a0E Davison Kanvar Nayer Selby Coxon Arthur de Bono Barbara Eppingstall Yun-Hee Jeon Eva\u00a0S van\u00a0der Ploeg and Daniel\u00a0W O\u2019Connor. 2016. A personalized multimedia device to treat agitated behavior and improve mood in people with dementia: A pilot study. Geriatric Nursing 37 1 (2016) 25\u201329.","DOI":"10.1016\/j.gerinurse.2015.08.013"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1145\/1718918.1718985"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","unstructured":"Dylan\u00a0Thomas Doyle and Jed\u00a0R. Brubaker. 2023. Digital Legacy: A Systematic Literature Review. Proc. ACM Hum.-Comput. Interact. 7 CSCW2 Article 268 (Oct. 2023) 26\u00a0pages. 10.1145\/3610059","DOI":"10.1145\/3610059"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"crossref","unstructured":"Mohamad El\u00a0Haj. 2024. When you look at your past: Eye movement during autobiographical retrieval. Consciousness and Cognition 118 (2024) 103652.","DOI":"10.1016\/j.concog.2024.103652"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","unstructured":"Ajoy\u00a0S. Fernandes Immo Sch\u00fctz T.\u00a0Scott Murdison and Michael\u00a0J. Proulx. 2025. Gaze Inputs for Targeting: The Eyes Have It Not With a Cursor. International Journal of Human\u2013Computer Interaction 41 19 (2025) 12251\u201312269. 10.1080\/10447318.2025.2453966 arXiv:https:\/\/doi.org\/10.1080\/10447318.2025.2453966","DOI":"10.1080\/10447318.2025.2453966"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","unstructured":"Andrea Ferrario Burcu Demiray Kristina Yordanova Minxia Luo and Mike Martin. 2020. Social Reminiscence in Older Adults\u2019 Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning. J. Med. Internet Res. 22 9 Article e19133 (Sept. 2020). 10.2196\/19133","DOI":"10.2196\/19133"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"crossref","unstructured":"Joseph\u00a0M Fitzgerald. 1988. Vivid memories and the reminiscence phenomenon: the role of a self narrative. Human Development 31 5 (1988) 261\u2013273.","DOI":"10.1159\/000275814"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","unstructured":"Julie Fleury Constantine Sedikides Tim Wildschut David\u00a0W. Coon and Pauline Komnenich. 2022. Feeling Safe and Nostalgia in Healthy Aging. Frontiers in Psychology Volume 13 - 2022 (2022). 10.3389\/fpsyg.2022.843051","DOI":"10.3389\/fpsyg.2022.843051"},{"key":"e_1_3_3_2_27_2","unstructured":"Kim Flottemesch. 2013. Learning through narratives: The impact of digital storytelling on intergenerational relationships. Academy of Educational Leadership Journal 17 3 (2013) 53."},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"crossref","unstructured":"James\u00a0J Gross. 2015. Emotion regulation: Current status and future prospects. Psychological Inquiry 26 1 (2015) 1\u201326.","DOI":"10.1080\/1047840X.2014.940781"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/3678698.3687186"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","unstructured":"Celia\u00a0B. Harris Penny Van\u00a0Bergen Paul\u00a0A. Strutt Gabrielle\u00a0K. Picard Sophia\u00a0A. Harris Ruth Brookman and Karn Nelson. 2022. Teaching Elaborative Reminiscing to Support Autobiographical Memory and Relationships in Residential and Community Aged Care Services. Brain Sciences 12 3 Article 374 (March 2022). 10.3390\/brainsci12030374","DOI":"10.3390\/brainsci12030374"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1177\/154193120605000909"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","unstructured":"Kasper Hornb\u00e6k Aske Mottelson Jarrod Knibbe and Daniel Vogel. 2019. What Do We Mean by \u201cInteraction\u201d? An Analysis of 35 Years of CHI. ACM Trans. Comput.-Hum. Interact. 26 4 Article 27 (July 2019) 30\u00a0pages. 10.1145\/3325285","DOI":"10.1145\/3325285"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"crossref","unstructured":"Minlie Huang Xiaoyan Zhu and Jianfeng Gao. 2020. Challenges in Building Intelligent Open-domain Dialog Systems. ACM Trans. Inf. Syst. 38 3 Article 21 (apr 2020) 32\u00a0pages.","DOI":"10.1145\/3383123"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780195075557.003.0015"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2890384"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642800"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3610977.3634966"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125635"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","unstructured":"Chris\u00a0L. Kleinke. 1986. Gaze and Eye Contact: A Research Review.Psychological Bulletin 100 1 (1986) 78\u2013100. 10.1037\/0033-2909.100.1.78","DOI":"10.1037\/0033-2909.100.1.78"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","unstructured":"Liliana Laranjo Adam\u00a0G. Dunn Huong\u00a0Ly Tong Ahmet\u00a0Baki Kocaballi Jessica Chen Rabia Bashir Didi Surian Blanca Gallego Farah Magrabi Annie Y.\u00a0S. Lau and Enrico Coiera. 2018. Conversational Agents in Healthcare: A Systematic Review. J. Am. Med. Inform. Assoc. 25 9 (Sept. 2018) 1248\u20131258. 10.1093\/jamia\/ocy072","DOI":"10.1093\/jamia\/ocy072"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","unstructured":"Amanda Lazar Hilaire Thompson and George Demiris. 2014. A systematic review of the use of technology for reminiscence therapy. Health education & behavior 41 1_suppl (Oct. 2014) 51S\u201361S. 10.1177\/1090198114537067","DOI":"10.1177\/1090198114537067"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300932"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","unstructured":"Charles\u00a0N. Lewis. 1971. Reminiscing and Self-Concept in Old Age. Journal of Gerontology 26 2 (apr 1971) 240\u2013243. 10.1093\/geronj\/26.2.240","DOI":"10.1093\/geronj\/26.2.240"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"crossref","unstructured":"Hanzhi Li Jianping Jia and Zhiqiang Yang. 2016. Mini-mental state examination in elderly Chinese: a population-based normative study. Journal of Alzheimer\u2019s Disease 53 2 (2016) 487\u2013496.","DOI":"10.3233\/JAD-160119"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","unstructured":"Minglan Li Yipeng Yu Xu Liu Junqing Wu Qiandong Wang and Yueqin Hu. 2025. Beyond algorithms: Utilizing multi-modal emotional and behavioral cues as novel predictors of short-video consumption. Computers in Human Behavior Reports 20 (2025) 100805. 10.1016\/j.chbr.2025.100805","DOI":"10.1016\/j.chbr.2025.100805"},{"key":"e_1_3_3_2_46_2","doi-asserted-by":"publisher","unstructured":"Ruohao Li Jiawei Li Jia Sun Zhiqing Wu Zisu Li Ziyan Wang Ge Lin and Mingming Fan. 2025. RemVerse: Supporting Reminiscence Activities for Older Adults through AI-Assisted Virtual Reality. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9 3 Article 103 (Sept. 2025) 25\u00a0pages. 10.1145\/3749505","DOI":"10.1145\/3749505"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","unstructured":"Zisu Li Li Feng Chen Liang Yuru Huang and Mingming Fan. 2023. Exploring the Opportunities of AR for Enriching Storytelling with Family Photos between Grandparents and Grandchildren. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 3 Article 108 (Sept. 2023) 26\u00a0pages. 10.1145\/3610903","DOI":"10.1145\/3610903"},{"key":"e_1_3_3_2_48_2","unstructured":"Guangzhou\u00a0Digital Library. 2023. Guangzhou Digital Library. https:\/\/www.gzlib.org.cn. Accessed: May 20 2023."},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"publisher","unstructured":"Haining Liu Haihong Liu Feng Li Buxin Han and Cuili Wang. 2021. Effect of Cognitive Control on Attentional Processing of Emotional Information Among Older Adults: Evidence From an Eye-Tracking Study. Front. Aging Neurosci. 13 Article 644379 (April 2021). 10.3389\/fnagi.2021.644379","DOI":"10.3389\/fnagi.2021.644379"},{"key":"e_1_3_3_2_50_2","first-page":"26111","volume-title":"International Conference on Representation Learning","volume":"2025","author":"L\u00f3pez-Cardona \u00c1ngela","year":"2025","unstructured":"\u00c1ngela L\u00f3pez-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, and Ioannis Arapakis. 2025. Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models. In International Conference on Representation Learning , Y.\u00a0Yue, A.\u00a0Garg, N.\u00a0Peng, F.\u00a0Sha, and R.\u00a0Yu (Eds.), Vol.\u00a02025. 26111\u201326135. https:\/\/proceedings.iclr.cc\/paper_files\/paper\/2025\/file\/4165875c8140617b8c165e18c342ccbb-Paper-Conference.pdf"},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"crossref","unstructured":"Lara de S\u00e1\u00a0Neves Loureiro Maria das Gra\u00e7as\u00a0Melo Fernandes Sueli Marques Maria Miriam Lima\u00a0da Nobrega and Rosalina A\u00a0Partezani Rodrigues. 2013. Burden in family caregivers of the elderly: prevalence and association with characteristics of the elderly and the caregivers. Revista Da Escola De Enfermagem Da USP 47 (2013) 1129\u20131136.","DOI":"10.1590\/S0080-623420130000500017"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"crossref","unstructured":"Dongye Lyu Luis Manas-Viniegra and Ziyuan Xu. 2025. Visual attention differences toward football stadium\u2019s naming rights: an eye tracking study. Asia Pacific Journal of Marketing and Logistics 37 1 (2025) 189\u2013209.","DOI":"10.1108\/APJML-03-2024-0281"},{"key":"e_1_3_3_2_53_2","unstructured":"Anna Madoglou Theofilos Gkinopoulos Panagiotis Xanthopoulos and Dimitrios Kalamaras. 2017. Representations of autobiographical nostalgic memories: Generational effect gender nostalgia proneness and communication of nostalgic experiences. Journal of Integrated Social Sciences 7 1 (2017) 60\u201388."},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979090"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","unstructured":"Nora McDonald Sarita Schoenebeck and Andrea Forte. 2019. Reliability and Inter-rater Reliability in Qualitative Research: Norms and Guidelines for CSCW and HCI Practice. Proc. ACM Hum.-Comput. Interact. 3 CSCW Article 72 (Nov. 2019) 23\u00a0pages. 10.1145\/3359174","DOI":"10.1145\/3359174"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300665"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"crossref","unstructured":"Walaa Medhat Ahmed Hassan and Hoda Korashy. 2014. Sentiment analysis algorithms and applications: A survey. Ain Shams engineering journal 5 4 (2014) 1093\u20131113.","DOI":"10.1016\/j.asej.2014.04.011"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173580"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"crossref","unstructured":"\u00c0ngela Nebot Sara Dom\u00e8nech Nat\u00e1lia Albino-Pires Francisco Mugica Anass Benali X\u00e8nia Porta Oriol Nebot and Pedro\u00a0M Santos. 2022. LONG-REMI: an AI-based technological application to promote healthy mental longevity grounded in reminiscence therapy. International Journal of Environmental Research and Public Health 19 10 (2022) 5997.","DOI":"10.3390\/ijerph19105997"},{"key":"e_1_3_3_2_60_2","unstructured":"National\u00a0Library of China. 2023. National Library of China. https:\/\/www.nlc.cn\/web\/index.shtml. Accessed: May 21 2023."},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"publisher","DOI":"10.1145\/3172944.3173010"},{"key":"e_1_3_3_2_62_2","doi-asserted-by":"publisher","unstructured":"Katarina Pavic Ali Oker Mohamed Chetouani and Laurence Chaby. 2021. Age-related Changes in Gaze Behaviour During Social Interaction: An Eye-Tracking Study with an Embodied Conversational Agent. Q. J. Exp. Psychol. 74 6 (June 2021) 1128\u20131139. 10.1177\/1747021820982165","DOI":"10.1177\/1747021820982165"},{"key":"e_1_3_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753635"},{"key":"e_1_3_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357065"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"crossref","unstructured":"Martin Pinquart and Simon Forstmeier. 2012. Effects of reminiscence interventions on psychosocial outcomes: A meta-analysis. Aging & mental health 16 5 (2012) 541\u2013558.","DOI":"10.1080\/13607863.2011.651434"},{"key":"e_1_3_3_2_66_2","doi-asserted-by":"publisher","DOI":"10.1145\/3584931.3606993"},{"key":"e_1_3_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1145\/3015783.3015794"},{"key":"e_1_3_3_2_68_2","doi-asserted-by":"publisher","unstructured":"Michael Romaniuk and Jean\u00a0Gasen Romaniuk. 1981. Looking back: An analysis of reminiscence functions and triggers. Experimental aging research 7 4 (1981) 477\u2013489. 10.1080\/03610738108259826","DOI":"10.1080\/03610738108259826"},{"key":"e_1_3_3_2_69_2","doi-asserted-by":"publisher","unstructured":"Hyeyoung Ryu Soyeon Kim Dain Kim Sooan Han Keeheon Lee and Younah Kang. 2020. Simple and Steady Interactions Win the Healthy Mentality: Designing a Chatbot Service for the Elderly. Proc. ACM Hum.-Comput. Interact. 4 CSCW2 Article 152 (Oct. 2020) 25\u00a0pages. 10.1145\/3415223","DOI":"10.1145\/3415223"},{"key":"e_1_3_3_2_70_2","unstructured":"Ali Salamatian Amirhossein Abaskohi Wan-Cyuan Fan Mir Rayat\u00a0Imtiaz Hossain Leonid Sigal and Giuseppe Carenini. 2025. ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement. arxiv:https:\/\/arXiv.org\/abs\/2509.13282\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2509.13282"},{"key":"e_1_3_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640794.3665538"},{"key":"e_1_3_3_2_72_2","doi-asserted-by":"crossref","unstructured":"Stefan\u00a0C Schmukle Boris Egloff and Lawrence\u00a0R Burns. 2002. The relationship between positive and negative affect in the Positive and Negative Affect Schedule. Journal of Research in Personality 36 5 (2002) 463\u2013475.","DOI":"10.1016\/S0092-6566(02)00007-7"},{"key":"e_1_3_3_2_73_2","first-page":"189","volume-title":"Advances in Experimental Social Psychology","author":"Sedikides Constantine","year":"2015","unstructured":"Constantine Sedikides, Tim Wildschut, Clay Routledge, Jamie Arndt, Erica\u00a0G Hepper, and Xinyue Zhou. 2015. To nostalgize: Mixing memory with affect and desire. In Advances in Experimental Social Psychology. Vol.\u00a051. Elsevier, 189\u2013273."},{"key":"e_1_3_3_2_74_2","doi-asserted-by":"publisher","DOI":"10.1145\/3708557.3716362"},{"key":"e_1_3_3_2_75_2","doi-asserted-by":"crossref","unstructured":"Azmeh Shahid Kate Wilkinson Shai Marcu and Colin\u00a0M Shapiro. 2012. Stanford sleepiness scale (SSS). STOP THAT and One Hundred Other Sleep Scales (2012) 369\u2013370.","DOI":"10.1007\/978-1-4419-9893-4_91"},{"key":"e_1_3_3_2_76_2","unstructured":"Lu Shaoming. 2020. The exploration of memory place protection from local perspective. China Ancient City7 (2020) 4\u20139."},{"key":"e_1_3_3_2_77_2","unstructured":"Beijing Silvermine. 2023. Beijing Silvermine. https:\/\/www.beijingsilvermine.com. Accessed: May 20 2023."},{"key":"e_1_3_3_2_78_2","doi-asserted-by":"publisher","DOI":"10.1145\/3369457.3369506"},{"key":"e_1_3_3_2_79_2","doi-asserted-by":"publisher","DOI":"10.1145\/3708359.3712091"},{"key":"e_1_3_3_2_80_2","doi-asserted-by":"crossref","unstructured":"Josephine Rose\u00a0Orejana Tan Petra Boersma Teake\u00a0P Ettema Caroline\u00a0HM Planting Soraya Clark Robbert\u00a0JJ Gobbens and Rose-Marie Dr\u00f6es. 2023. The effects of psychosocial interventions using generic photos on social interaction mood and quality of life of persons with dementia: a systematic review. BMC geriatrics 23 1 (2023) 560.","DOI":"10.1186\/s12877-023-04270-w"},{"key":"e_1_3_3_2_81_2","doi-asserted-by":"publisher","unstructured":"Seiki Tokunaga Kazuhiro Tamura and Mihoko Otake-Matsuura. 2021. A Dialogue-Based System with Photo and Storytelling for Older Adults: Toward Daily Cognitive Training. Frontiers in Robotics and AI Volume 8 - 2021 (2021). 10.3389\/frobt.2021.644964","DOI":"10.3389\/frobt.2021.644964"},{"key":"e_1_3_3_2_82_2","doi-asserted-by":"crossref","unstructured":"Abel Toledano-Gonz\u00e1lez Dulce Romero-Ayuso Dolores Fern\u00e1ndez-P\u00e9rez Marta Nieto Jorge\u00a0Javier Ricarte Beatriz Navarro-Bravo Laura Ros and Jos\u00e9\u00a0Miguel Latorre. 2023. Effects of the use of autobiographical photographs on emotional induction in older adults: a systematic review. Psychological Research 87 4 (2023) 988\u20131011.","DOI":"10.1007\/s00426-022-01712-9"},{"key":"e_1_3_3_2_83_2","unstructured":"Karolina Trajkovska Matja\u017e Kljun and Klen \u010copi\u010d Pucihar. 2024. Gaze2AOI: Open Source Deep-learning Based System for Automatic Area of Interest Annotation with Eye Tracking Data. arxiv:https:\/\/arXiv.org\/abs\/2411.13346\u00a0[cs.SE] https:\/\/arxiv.org\/abs\/2411.13346"},{"key":"e_1_3_3_2_84_2","doi-asserted-by":"crossref","unstructured":"E Tulving. 1983. Elements of episodic memory.","DOI":"10.1017\/S0140525X0004440X"},{"key":"e_1_3_3_2_85_2","unstructured":"Moshe Unger Alexander Tuzhilin and Michel Wedel. 2025. STARE: Predicting Decision Making Based on Spatio-Temporal Eye Movements. arxiv:https:\/\/arXiv.org\/abs\/2508.04148\u00a0[cs.HC] https:\/\/arxiv.org\/abs\/2508.04148 arXiv preprint."},{"key":"e_1_3_3_2_86_2","doi-asserted-by":"publisher","DOI":"10.1145\/3464385.3464726"},{"key":"e_1_3_3_2_87_2","doi-asserted-by":"publisher","unstructured":"Xin Wang Juan Li Tianyi Liang Wordh\u00a0Ul Hasan Kimia\u00a0Tuz Zaman Yang Du Bo Xie and Cui Tao. 2024. Promoting Personalized Reminiscence Among Cognitively Intact Older Adults Through an AI-Driven Interactive Multimodal Photo Album: Development and Usability Study. JMIR Aging 7 (2024). 10.2196\/49415","DOI":"10.2196\/49415"},{"key":"e_1_3_3_2_88_2","doi-asserted-by":"publisher","unstructured":"Jeffrey\u00a0Dean Webster and Odette Gould. 2007. Reminiscence and Vivid Personal Memories Across Adulthood. Int. J. Aging Hum. Dev. 64 2 (2007) 149\u2013170. 10.2190\/Q8V4-X5H0-6457-5442","DOI":"10.2190\/Q8V4-X5H0-6457-5442"},{"key":"e_1_3_3_2_89_2","doi-asserted-by":"crossref","unstructured":"Yi-Luen Wu Edwinn Gamborino and Li-Chen Fu. 2019. Interactive question-posing system for robot-Assisted reminiscence from personal photographs. IEEE Transactions on Cognitive and Developmental Systems 12 3 (2019) 439\u2013450.","DOI":"10.1109\/TCDS.2019.2917030"},{"key":"e_1_3_3_2_90_2","series-title":"(NIPS \u201924)","volume-title":"Proceedings of the 38th International Conference on Neural Information Processing Systems","author":"Yan Kun","year":"2024","unstructured":"Kun Yan, Zeyu Wang, Lei Ji, Yuntao Wang, Nan Duan, and Shuai Ma. 2024. Voila-A: aligning vision-language models with user\u2019s gaze attention. In Proceedings of the 38th International Conference on Neural Information Processing Systems (Vancouver, BC, Canada) (NIPS \u201924). Curran Associates Inc., Red Hook, NY, USA, Article 60, 29\u00a0pages."},{"key":"e_1_3_3_2_91_2","doi-asserted-by":"publisher","unstructured":"Ziqi Yang Xuhai Xu Bingsheng Yao Ethan Rogers Shao Zhang Stephen Intille Nawar Shara Guodong\u00a0Gordon Gao and Dakuo Wang. 2024. Talk2Care: An LLM-based Voice Assistant for Communication between Healthcare Providers and Older Adults. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 2 Article 73 (May 2024) 35\u00a0pages. 10.1145\/3659625","DOI":"10.1145\/3659625"},{"key":"e_1_3_3_2_92_2","doi-asserted-by":"crossref","unstructured":"Kiyoshi Yasuda Kazuhiro Kuwabara Noriaki Kuwahara Shinji Abe and Nobuji Tetsutani. 2009. Effectiveness of personalised reminiscence photo videos for individuals with dementia. Neuropsychological Rehabilitation 19 4 (2009) 603\u2013619.","DOI":"10.1080\/09602010802586216"},{"key":"e_1_3_3_2_93_2","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM.2019.8767403"},{"key":"e_1_3_3_2_94_2","doi-asserted-by":"publisher","unstructured":"Zhongyue Zhang Lina Xu Xingkai Wang Xu Zhang and Mingming Fan. 2025. Understanding and Co-designing Photo-based Reminiscence with Older Adults. Proc. ACM Hum.-Comput. Interact. 9 2 Article CSCW196 (May 2025) 30\u00a0pages. 10.1145\/3711094","DOI":"10.1145\/3711094"},{"key":"e_1_3_3_2_95_2","doi-asserted-by":"crossref","unstructured":"Donald\u00a0W Zimmerman and Bruno\u00a0D Zumbo. 1993. Relative power of the Wilcoxon test the Friedman test and repeated-measures ANOVA on ranks. The Journal of Experimental Education 62 1 (1993) 75\u201386.","DOI":"10.1080\/00220973.1993.9943832"}],"event":{"name":"IUI '26: 31st International Conference on Intelligent User Interfaces","location":"Paphos Cyprus","acronym":"IUI '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Proceedings of the 31st International Conference on Intelligent User Interfaces"],"original-title":[],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T12:59:12Z","timestamp":1773493152000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3742413.3789085"}},"subtitle":["Eye2Recall: Fusing Gaze and LLMs for Mixed-Initiative Reminiscence with Older Adults"],"short-title":[],"issued":{"date-parts":[[2026,3,22]]},"references-count":94,"alternative-id":["10.1145\/3742413.3789085","10.1145\/3742413"],"URL":"https:\/\/doi.org\/10.1145\/3742413.3789085","relation":{},"subject":[],"published":{"date-parts":[[2026,3,22]]},"assertion":[{"value":"2026-03-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}