{"id":"https://openalex.org/W7153829215","doi":"https://doi.org/10.1145/3772363.3798509","title":"Toward Personalized Proactive Agents on Smart Glasses: From Explicit Context Policies to Implicit User Differences","display_name":"Toward Personalized Proactive Agents on Smart Glasses: From Explicit Context Policies to Implicit User Differences","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153829215","doi":"https://doi.org/10.1145/3772363.3798509"},"language":null,"primary_location":{"id":"doi:10.1145/3772363.3798509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798509","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772363.3798509","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042621765","display_name":"Haoxiang Fan","orcid":"https://orcid.org/0009-0000-5729-8491"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxiang Fan","raw_affiliation_strings":["School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0009-0000-5729-8491","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yiwei Yuan","orcid":"https://orcid.org/0009-0004-8707-6012"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Yuan","raw_affiliation_strings":["School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0009-0004-8707-6012","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044361179","display_name":"Chi Hsia","orcid":"https://orcid.org/0000-0003-0477-0662"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Hsia","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0477-0662","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Liang","orcid":"https://orcid.org/0000-0003-0579-2716"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Liang","raw_affiliation_strings":["Computational Media and Arts Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0579-2716","affiliations":[{"raw_affiliation_string":"Computational Media and Arts Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081718999","display_name":"Zhenhui Peng","orcid":"https://orcid.org/0000-0002-5700-3136"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhui Peng","raw_affiliation_strings":["School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0002-5700-3136","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49912162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.2992999851703644,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.2992999851703644,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11486","display_name":"Micro and Nano Robotics","score":0.06840000301599503,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.05959999933838844,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5677000284194946},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.2992999851703644},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.26829999685287476},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2621999979019165},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.25360000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982999801635742},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5677000284194946},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42500001192092896},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3580999970436096},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772363.3798509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798509","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772363.3798509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3798509","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2016381774","https://openalex.org/W2080957047","https://openalex.org/W2128728535","https://openalex.org/W2943686508","https://openalex.org/W3006753376","https://openalex.org/W3083588436","https://openalex.org/W3092460422","https://openalex.org/W3113988938","https://openalex.org/W3184436113","https://openalex.org/W4243665249","https://openalex.org/W4295955444","https://openalex.org/W4387085765","https://openalex.org/W4387835481","https://openalex.org/W4393205062","https://openalex.org/W4396832321","https://openalex.org/W4396832991","https://openalex.org/W4400525423","https://openalex.org/W4402721890","https://openalex.org/W4406890873","https://openalex.org/W4408147583","https://openalex.org/W4409870357","https://openalex.org/W4414564655","https://openalex.org/W7084077715"],"related_works":[],"abstract_inverted_index":{"Smart":[0],"glasses":[1],"are":[2],"envisioned":[3],"as":[4],"proactive":[5,27,73,122,143],"agents":[6,144],"that":[7,70,87],"deliver":[8],"context-aware":[9],"assistance":[10],"by":[11],"anticipating":[12],"users\u2019":[13],"latent":[14],"needs.":[15],"However,":[16],"current":[17],"systems":[18],"often":[19],"overlook":[20],"individual":[21,107],"differences":[22],"in":[23],"how":[24,39],"users":[25,88],"perceive":[26],"behaviors,":[28],"leading":[29],"to":[30,60,100,116],"perceived":[31],"invasiveness":[32],"for":[33,127,133,141],"some":[34],"users.":[35],"This":[36],"poster":[37],"explores":[38],"personalization":[40,90,130],"can":[41],"address":[42],"these":[43],"challenges,":[44],"considering":[45],"both":[46],"explicit":[47],"policy":[48],"specification":[49],"and":[50,78,112,137],"implicit":[51],"preference":[52],"extraction.":[53],"We":[54,82,103,124],"conducted":[55],"seven":[56],"workshops,":[57],"encouraging":[58],"participants":[59],"construct":[61,89],"personalized":[62,142],"contexts":[63],"from":[64,97],"shared":[65],"probes,":[66],"articulate":[67],"multimodal":[68],"cues":[69],"determine":[71],"when":[72],"behaviors":[74],"should":[75],"be":[76],"triggered,":[77],"express":[79],"their":[80],"feelings.":[81],"developed":[83],"a":[84],"taxonomy":[85],"revealing":[86],"policies":[91],"at":[92],"varying":[93],"levels":[94],"of":[95,119],"abstraction,":[96],"semantic":[98],"descriptions":[99],"sensor-level":[101],"cues.":[102],"also":[104],"identified":[105],"which":[106],"differences,":[108],"including":[109],"utility-emotion":[110],"orientations":[111],"autonomy":[113],"preferences,":[114],"lead":[115],"divergent":[117],"perceptions":[118],"the":[120],"same":[121],"behaviors.":[123],"discuss":[125],"implications":[126],"designing":[128],"language-based":[129],"interfaces,":[131],"call":[132],"adaptive":[134],"user":[135],"modeling,":[136],"offer":[138],"design":[139],"considerations":[140],"on":[145],"smart":[146],"glasses.":[147]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-13T00:00:00"}
