{"id":"https://openalex.org/W2985343845","doi":"https://doi.org/10.1145/3357384.3358042","title":"Instagrammers, Fashionistas, and Me","display_name":"Instagrammers, Fashionistas, and Me","publication_year":2019,"publication_date":"2019-11-03","ids":{"openalex":"https://openalex.org/W2985343845","doi":"https://doi.org/10.1145/3357384.3358042","mag":"2985343845"},"language":"en","primary_location":{"id":"doi:10.1145/3357384.3358042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357384.3358042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100343712","display_name":"Yin Zhang\u22c6","orcid":"https://orcid.org/0000-0002-1772-0763"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048489384","display_name":"James Caverlee","orcid":"https://orcid.org/0000-0001-8350-8528"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Caverlee","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1583","last_page":"1592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9352999925613403,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9352999925613403,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9316999912261963,"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/influencer-marketing","display_name":"Influencer marketing","score":0.8827081918716431},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.7264432311058044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705009937286377},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6029783487319946},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.548891007900238},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49036478996276855},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4170502722263336},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38313132524490356},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08061343431472778}],"concepts":[{"id":"https://openalex.org/C26011011","wikidata":"https://www.wikidata.org/wiki/Q6030243","display_name":"Influencer marketing","level":4,"score":0.8827081918716431},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.7264432311058044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705009937286377},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6029783487319946},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.548891007900238},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49036478996276855},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4170502722263336},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38313132524490356},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08061343431472778},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C192975520","wikidata":"https://www.wikidata.org/wiki/Q1143466","display_name":"Marketing management","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C54649085","wikidata":"https://www.wikidata.org/wiki/Q574424","display_name":"Relationship marketing","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3357384.3358042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357384.3358042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G530855447","display_name":"EAGER: Fairness-Aware Personalized Recommendations","funder_award_id":"1841138","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W153490918","https://openalex.org/W1720514416","https://openalex.org/W2027731328","https://openalex.org/W2036479700","https://openalex.org/W2072756774","https://openalex.org/W2078807908","https://openalex.org/W2079735306","https://openalex.org/W2080320419","https://openalex.org/W2112481368","https://openalex.org/W2146851707","https://openalex.org/W2163605009","https://openalex.org/W2583674722","https://openalex.org/W2626473670","https://openalex.org/W2736051199","https://openalex.org/W2741249238","https://openalex.org/W2798908418","https://openalex.org/W2809307135","https://openalex.org/W2887668976","https://openalex.org/W2897299615","https://openalex.org/W2903444877","https://openalex.org/W3098649723","https://openalex.org/W3101830194","https://openalex.org/W4285719527","https://openalex.org/W4297971002","https://openalex.org/W4300017843","https://openalex.org/W4301312111"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4297998858","https://openalex.org/W3032906336","https://openalex.org/W4387516697","https://openalex.org/W2997316009","https://openalex.org/W4285206610","https://openalex.org/W2888161589","https://openalex.org/W4298012679","https://openalex.org/W4285058228","https://openalex.org/W3018020935"],"abstract_inverted_index":{"Fashion-focused":[0],"key":[1],"opinion":[2],"bloggers":[3,47,62,85,138],"on":[4],"Instagram,":[5],"Facebook,":[6],"and":[7,48,74,100,135],"other":[8,148],"social":[9],"media":[10],"platforms":[11],"are":[12,129],"fast":[13],"becoming":[14],"critical":[15],"influencers.":[16],"They":[17],"can":[18,139,166],"inspire":[19],"consumer":[20],"clothing":[21,115],"purchases":[22],"by":[23,60,132],"linking":[24],"high":[25],"fashion":[26,41,46,57,103,123,133,137,163],"visual":[27,39,51,72,81,152,160],"evolution":[28],"with":[29,44,146],"daily":[30],"street":[31],"style.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36,54,95],"build":[37],"thefirst":[38],"influence-aware":[40],"recommender":[42],"(FIRN)":[43],"leveraging":[45],"their":[49],"dynamic":[50,113],"posts.":[52],"Specifically,":[53],"extract":[55],"thedynamic":[56],"features":[58,104],"highlighted":[59],"these":[61],"via":[63,89],"a":[64,68,90,108,157],"BiLSTM":[65],"that":[66,119,165],"integrates":[67],"large":[69],"corpus":[70],"of":[71,151,162],"posts":[73],"community":[75],"influence.":[76],"We":[77,154],"then":[78],"learn":[79],"theimplicit":[80],"influence":[82],"funnel":[83],"from":[84],"to":[86],"individual":[87],"users":[88,127],"personalized":[91],"attention":[92],"layer.":[93],"Finally,":[94],"incorporate":[96],"user":[97],"personal":[98],"style":[99],"her":[101],"preferred":[102],"across":[105],"time":[106],"in":[107,143],"recurrent":[109],"recommendation":[110,144],"network":[111],"for":[112,126,169],"fashion-updated":[114],"recommendation.":[116],"Experiments":[117],"show":[118],"FIRN":[120],"outperforms":[121],"state-of-the-art":[122],"recommenders,":[124],"especially":[125],"who":[128],"most":[130],"impacted":[131],"influencers,":[134],"utilizing":[136],"bring":[140],"greater":[141],"improvements":[142],"compared":[145],"using":[147],"potential":[149],"sources":[150],"information.":[153],"also":[155],"release":[156],"largetime-aware":[158],"high-quality":[159],"dataset":[161],"influencers":[164],"be":[167],"exploited":[168],"future":[170],"research.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}