{"id":"https://openalex.org/W7132856389","doi":"https://doi.org/10.1145/3786304.3787881","title":"Interest-Driven Search in AI-Mediated Information Environments: An Audio Diary Study","display_name":"Interest-Driven Search in AI-Mediated Information Environments: An Audio Diary Study","publication_year":2026,"publication_date":"2026-02-28","ids":{"openalex":"https://openalex.org/W7132856389","doi":"https://doi.org/10.1145/3786304.3787881"},"language":null,"primary_location":{"id":"doi:10.1145/3786304.3787881","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786304.3787881","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 Conference on Human Information Interaction and Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3786304.3787881","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127682391","display_name":"Yujin Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujin Choi","raw_affiliation_strings":["School of Information, University of Texas at Austin, Austin, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0003-2512-2672","affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, Austin, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068853777","display_name":"Soo Young Rieh","orcid":"https://orcid.org/0000-0002-2978-692X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soo Young Rieh","raw_affiliation_strings":["School of Information, University of Texas at Austin, Austin, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0002-2978-692X","affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, Austin, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"453","last_page":"457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.23759999871253967,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.23759999871253967,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.05090000107884407,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.03720000013709068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/point-of-interest","display_name":"Point of interest","score":0.36489999294281006},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.3384000062942505},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.3382999897003174},{"id":"https://openalex.org/keywords/information-seeking","display_name":"Information seeking","score":0.3246000111103058},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.3075000047683716},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.299699991941452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5113999843597412},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4194999933242798},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3978999853134155},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31690001487731934},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30300000309944153},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.289000004529953},{"id":"https://openalex.org/C43236755","wikidata":"https://www.wikidata.org/wiki/Q56000","display_name":"Naturalism","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C2988412617","wikidata":"https://www.wikidata.org/wiki/Q7441656","display_name":"Keyword search","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C12516257","wikidata":"https://www.wikidata.org/wiki/Q2504350","display_name":"Special Interest Group","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3786304.3787881","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786304.3787881","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 Conference on Human Information Interaction and Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3786304.3787881","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786304.3787881","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 Conference on Human Information Interaction and Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1985808782","https://openalex.org/W2022034318","https://openalex.org/W2039258094","https://openalex.org/W2057673348","https://openalex.org/W2089928551","https://openalex.org/W2137802192","https://openalex.org/W3120198418","https://openalex.org/W3135333592","https://openalex.org/W3135580307","https://openalex.org/W3173412620","https://openalex.org/W4200125398","https://openalex.org/W4246084440","https://openalex.org/W4383987287","https://openalex.org/W4384520759","https://openalex.org/W4391047416","https://openalex.org/W4392163191","https://openalex.org/W4394722481","https://openalex.org/W4400530395","https://openalex.org/W4405761561","https://openalex.org/W4409973702","https://openalex.org/W4411051117","https://openalex.org/W4415051815"],"related_works":[],"abstract_inverted_index":{"The":[0],"shift":[1],"from":[2],"traditional":[3],"search":[4,51,89,100],"engines":[5],"to":[6,88,103],"LLM-based":[7],"conversational":[8],"AI":[9,22,127],"systems":[10,23,128],"has":[11],"transformed":[12],"how":[13,65,82],"people":[14],"interact":[15],"with":[16,38,123],"information.":[17],"However,":[18],"the":[19,60,74,106],"role":[20],"of":[21,64,84],"in":[24,49,91,118],"supporting":[25],"interest-driven":[26,47],"rather":[27],"than":[28],"goal-directed":[29],"searches":[30],"remains":[31],"underexplored.":[32],"Through":[33],"a":[34],"one-week":[35],"naturalistic":[36],"study":[37],"19":[39],"participants":[40],"and":[41,54,59,62],"95":[42],"audio":[43],"diaries,":[44],"we":[45],"examine":[46],"search,":[48],"which":[50,80],"is":[52],"initiated":[53],"sustained":[55,116],"by":[56],"user":[57],"interest,":[58],"direction":[61],"depth":[63],"exploration":[66],"shifts":[67],"as":[68],"that":[69,97,109,129],"interest":[70,85,112,131,135],"develops.":[71],"We":[72,121],"present":[73],"AI-Mediated":[75],"Interest-Driven":[76],"Search":[77],"(AIM-IDS)":[78],"model,":[79],"reveals":[81],"phases":[83],"development":[86,113,132],"correspond":[87],"behaviors":[90],"AI-mediated":[92,99],"environments.":[93],"Our":[94],"findings":[95],"show":[96],"while":[98],"lowers":[101],"barriers":[102],"initiating":[104],"exploration,":[105],"same":[107],"features":[108],"support":[110,130],"early-phase":[111],"can":[114],"hinder":[115],"engagement":[117],"later":[119],"phases.":[120],"conclude":[122],"design":[124],"implications":[125],"for":[126],"across":[133],"different":[134],"types.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-03-01T00:00:00"}
