{"id":"https://openalex.org/W2122654842","doi":"https://doi.org/10.1145/2484028.2484068","title":"Personalized ranking model adaptation for web search","display_name":"Personalized ranking model adaptation for web search","publication_year":2013,"publication_date":"2013-07-28","ids":{"openalex":"https://openalex.org/W2122654842","doi":"https://doi.org/10.1145/2484028.2484068","mag":"2122654842"},"language":"en","primary_location":{"id":"doi:10.1145/2484028.2484068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2484028.2484068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval","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/A5085094109","display_name":"Hongning Wang","orcid":"https://orcid.org/0000-0002-6524-9195"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongning Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727205","display_name":"Xiaodong He","orcid":"https://orcid.org/0000-0002-9463-9168"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaodong He","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076904467","display_name":"Ming\u2010Wei Chang","orcid":"https://orcid.org/0000-0002-0137-8895"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Wei Chang","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688422","display_name":"Yang Song","orcid":"https://orcid.org/0000-0001-8252-9626"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076259865","display_name":"Ryen W. White","orcid":"https://orcid.org/0000-0002-0265-4249"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryen W. White","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101906116","display_name":"Wei Chu","orcid":"https://orcid.org/0000-0002-4595-388X"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]},{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Chu","raw_affiliation_strings":["Microsoft Bing, Bellevue, WA, USA","Microsoft Bing, Bellevue, WA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Microsoft Bing, Bellevue, WA, USA","institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4210108985"]},{"raw_affiliation_string":"Microsoft Bing, Bellevue, WA, USA#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085094109"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":20.8979,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.99185093,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994999766349792,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9957000017166138,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8667207956314087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8256666660308838},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8131431937217712},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6847113370895386},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6174106001853943},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5974895358085632},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5518782138824463},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.5246320366859436},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.5074586272239685},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.48898565769195557},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.443785697221756},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4399976134300232},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4056979715824127},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.21971693634986877},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06690919399261475}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8667207956314087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256666660308838},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8131431937217712},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6847113370895386},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6174106001853943},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5974895358085632},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5518782138824463},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.5246320366859436},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.5074586272239685},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.48898565769195557},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.443785697221756},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4399976134300232},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4056979715824127},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.21971693634986877},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06690919399261475},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2484028.2484068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2484028.2484068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1660390307","https://openalex.org/W1973435495","https://openalex.org/W2002323050","https://openalex.org/W2023408138","https://openalex.org/W2047221353","https://openalex.org/W2069875088","https://openalex.org/W2070302027","https://openalex.org/W2083196438","https://openalex.org/W2085860938","https://openalex.org/W2099391294","https://openalex.org/W2104677329","https://openalex.org/W2105981469","https://openalex.org/W2109677301","https://openalex.org/W2116196769","https://openalex.org/W2122841972","https://openalex.org/W2124052064","https://openalex.org/W2128877075","https://openalex.org/W2129245267","https://openalex.org/W2133576408","https://openalex.org/W2135500808","https://openalex.org/W2139873966","https://openalex.org/W2143331230","https://openalex.org/W2143806604","https://openalex.org/W2146871184","https://openalex.org/W2149427297","https://openalex.org/W2152314154","https://openalex.org/W2158450083","https://openalex.org/W2165698076","https://openalex.org/W2165806612","https://openalex.org/W2168717408","https://openalex.org/W4300415226"],"related_works":["https://openalex.org/W2392634181","https://openalex.org/W1485340534","https://openalex.org/W2389128607","https://openalex.org/W3096801289","https://openalex.org/W4385242450","https://openalex.org/W78560407","https://openalex.org/W3042298328","https://openalex.org/W1623227340","https://openalex.org/W3153633758","https://openalex.org/W2116655434"],"abstract_inverted_index":{"Search":[0],"engines":[1],"train":[2],"and":[3,18,48,86],"apply":[4],"a":[5,20,26],"single":[6,27],"ranking":[7,29,94],"model":[8,30],"across":[9],"all":[10],"users,":[11],"but":[12],"searchers'":[13],"information":[14,65],"needs":[15],"are":[16],"diverse":[17],"cover":[19],"broad":[21],"range":[22],"of":[23,45,76],"topics.":[24],"Hence,":[25],"user-independent":[28],"is":[31],"insufficient":[32],"to":[33,51,66,90],"satisfy":[34],"different":[35],"users'":[36],"result":[37],"preferences.":[38],"Conventional":[39],"personalization":[40],"methods":[41,60,78],"learn":[42,67,80],"separate":[43],"models":[44],"user":[46,63,68],"interests":[47],"use":[49],"those":[50],"re-rank":[52],"the":[53,56,74,93],"results":[54],"from":[55],"generic":[57],"model.":[58],"Those":[59],"require":[61],"significant":[62],"history":[64],"preferences,":[69],"have":[70,87],"low":[71],"coverage":[72],"in":[73],"case":[75],"memory-based":[77],"that":[79,96],"direct":[81],"associations":[82],"between":[83],"query-URL":[84],"pairs,":[85],"limited":[88],"opportunity":[89],"markedly":[91],"affect":[92],"given":[95],"they":[97],"only":[98],"re-order":[99],"top-ranked":[100],"items.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
