{"id":"https://openalex.org/W2339311053","doi":"https://doi.org/10.1145/2872427.2883024","title":"Modeling User Consumption Sequences","display_name":"Modeling User Consumption Sequences","publication_year":2016,"publication_date":"2016-04-11","ids":{"openalex":"https://openalex.org/W2339311053","doi":"https://doi.org/10.1145/2872427.2883024","mag":"2339311053"},"language":"en","primary_location":{"id":"doi:10.1145/2872427.2883024","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2872427.2883024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on World Wide Web","raw_type":"proceedings-article"},"type":"article","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/A5009319874","display_name":"Austin R. Benson","orcid":"https://orcid.org/0000-0001-6110-1583"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Austin R. Benson","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772779","display_name":"Ravi Kumar","orcid":"https://orcid.org/0000-0002-2203-2586"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Kumar","raw_affiliation_strings":["Google Inc., Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068021191","display_name":"Andrew Tomkins","orcid":"https://orcid.org/0000-0002-1611-9255"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Tomkins","raw_affiliation_strings":["Google Inc., Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009319874"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":18.9263,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.99024946,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"519","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9912999868392944,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boredom","display_name":"Boredom","score":0.8161715269088745},{"id":"https://openalex.org/keywords/abandonment","display_name":"Abandonment (legal)","score":0.8079463243484497},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.681890606880188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6112734079360962},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15782925486564636},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09779906272888184}],"concepts":[{"id":"https://openalex.org/C2777589236","wikidata":"https://www.wikidata.org/wiki/Q34255","display_name":"Boredom","level":2,"score":0.8161715269088745},{"id":"https://openalex.org/C2779816988","wikidata":"https://www.wikidata.org/wiki/Q305418","display_name":"Abandonment (legal)","level":2,"score":0.8079463243484497},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.681890606880188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6112734079360962},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15782925486564636},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09779906272888184},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2872427.2883024","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2872427.2883024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on World Wide Web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W65714572","https://openalex.org/W1510898630","https://openalex.org/W1551911640","https://openalex.org/W1755289444","https://openalex.org/W1854214752","https://openalex.org/W1976551160","https://openalex.org/W1986981703","https://openalex.org/W1993803315","https://openalex.org/W2000042664","https://openalex.org/W2008161828","https://openalex.org/W2017204136","https://openalex.org/W2025605741","https://openalex.org/W2032345243","https://openalex.org/W2036807896","https://openalex.org/W2043571628","https://openalex.org/W2057464142","https://openalex.org/W2070503019","https://openalex.org/W2075261997","https://openalex.org/W2087316481","https://openalex.org/W2099316162","https://openalex.org/W2099768249","https://openalex.org/W2101234009","https://openalex.org/W2110953678","https://openalex.org/W2129874624","https://openalex.org/W2134243390","https://openalex.org/W2136114378","https://openalex.org/W2140188249","https://openalex.org/W2152933328","https://openalex.org/W2153828680","https://openalex.org/W2163941332","https://openalex.org/W2164284962","https://openalex.org/W2171960770","https://openalex.org/W2231488453","https://openalex.org/W2273354069","https://openalex.org/W2316836042","https://openalex.org/W2997591727","https://openalex.org/W3029086932","https://openalex.org/W3103362336","https://openalex.org/W4231469103","https://openalex.org/W4236029803","https://openalex.org/W6639055396"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W318616257","https://openalex.org/W3118254946","https://openalex.org/W3026775601","https://openalex.org/W2917043877","https://openalex.org/W2035863303","https://openalex.org/W2139976611","https://openalex.org/W4386479718","https://openalex.org/W4234657158","https://openalex.org/W3121061808"],"abstract_inverted_index":{"We":[0,15],"study":[1],"sequences":[2],"of":[3,21,42,53],"consumption":[4],"in":[5,25],"which":[6],"the":[7,39,51],"same":[8],"item":[9,44],"may":[10],"be":[11],"consumed":[12],"multiple":[13],"times.":[14],"identify":[16],"two":[17],"macroscopic":[18],"behavior":[19],"patterns":[20],"repeated":[22],"consumptions.":[23],"First,":[24],"a":[26,35],"given":[27],"user's":[28],"lifetime,":[29],"very":[30],"few":[31],"items":[32],"live":[33],"for":[34],"long":[36],"time.":[37],"Second,":[38],"last":[40],"consumptions":[41],"an":[43],"exhibit":[45],"growing":[46],"inter-arrival":[47],"gaps":[48],"consistent":[49],"with":[50],"notion":[52],"increasing":[54],"boredom":[55],"leading":[56],"up":[57],"to":[58],"eventual":[59],"abandonment.":[60]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}