{"id":"https://openalex.org/W2111363262","doi":"https://doi.org/10.1145/1060745.1060803","title":"CubeSVD","display_name":"CubeSVD","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2111363262","doi":"https://doi.org/10.1145/1060745.1060803","mag":"2111363262"},"language":"en","primary_location":{"id":"doi:10.1145/1060745.1060803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1060745.1060803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th international conference on World Wide Web  - WWW '05","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/A5102139311","display_name":"Jian-Tao Sun","orcid":null},"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":"Jian-Tao Sun","raw_affiliation_strings":["TsingHua University, Beijing, China","Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TsingHua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016928764","display_name":"Hua-Jun Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua-Jun Zeng","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University, Tempe, AZ","Arizona State University, Tempe AZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, Tempe AZ","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103352894","display_name":"Yuchang Lu","orcid":null},"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":"Yuchang Lu","raw_affiliation_strings":["TsingHua University, Beijing, China","Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TsingHua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370696","display_name":"Zheng Chen","orcid":"https://orcid.org/0000-0003-3201-2666"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Chen","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.0735,"has_fulltext":false,"cited_by_count":346,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"382","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9775999784469604,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9438999891281128,"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/computer-science","display_name":"Computer science","score":0.8096166849136353},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7199031114578247},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.6447827219963074},{"id":"https://openalex.org/keywords/web-search-engine","display_name":"Web search engine","score":0.5889348387718201},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.5696670413017273},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5604208707809448},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.5229038596153259},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.4452221095561981},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.44348886609077454},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.3130865693092346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8096166849136353},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7199031114578247},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.6447827219963074},{"id":"https://openalex.org/C521815418","wikidata":"https://www.wikidata.org/wiki/Q4182287","display_name":"Web search engine","level":4,"score":0.5889348387718201},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.5696670413017273},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5604208707809448},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.5229038596153259},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.4452221095561981},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.44348886609077454},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.3130865693092346},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1060745.1060803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1060745.1060803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th international conference on World Wide Web  - WWW '05","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":23,"referenced_works":["https://openalex.org/W1487320137","https://openalex.org/W1593088422","https://openalex.org/W1621933882","https://openalex.org/W1832221731","https://openalex.org/W1854214752","https://openalex.org/W1878377492","https://openalex.org/W2000145992","https://openalex.org/W2013912476","https://openalex.org/W2047221353","https://openalex.org/W2075756051","https://openalex.org/W2085937320","https://openalex.org/W2095976990","https://openalex.org/W2097129520","https://openalex.org/W2110325612","https://openalex.org/W2114861953","https://openalex.org/W2119282764","https://openalex.org/W2131691213","https://openalex.org/W2138745909","https://openalex.org/W2147152072","https://openalex.org/W2165395308","https://openalex.org/W2170344111","https://openalex.org/W2336993214","https://openalex.org/W2423784265"],"related_works":["https://openalex.org/W2533706070","https://openalex.org/W2963533023","https://openalex.org/W2184474188","https://openalex.org/W3094024929","https://openalex.org/W2354327071","https://openalex.org/W2100795943","https://openalex.org/W4300670877","https://openalex.org/W2066869521","https://openalex.org/W2105258824","https://openalex.org/W2321599862"],"abstract_inverted_index":{"As":[0],"the":[1,82,105,140,149,154,170,175,182],"competition":[2],"of":[3,38,50,74],"Web":[4,15,21,34,79,101,122,163,188],"search":[5,16,44,189,210,217],"market":[6],"increases,":[7],"there":[8],"is":[9,67,118,127],"a":[10,43,47,114,130,202],"high":[11],"demand":[12],"for":[13],"personalized":[14],"to":[17,32,99,120,146],"conduct":[18],"retrieval":[19],"incorporating":[20],"users'":[22,102],"information":[23],"needs.":[24],"This":[25],"paper":[26],"focuses":[27],"on":[28,94,133,169,196],"utilizing":[29],"clickthrough":[30,51,65,125],"data":[31,66,126,204],"improve":[33,121],"search.":[35,123],"Since":[36],"millions":[37],"searches":[39],"are":[40,87],"conducted":[41],"everyday,":[42],"engine":[45,211],"accumulates":[46],"large":[48],"volume":[49],"data,":[52,96],"which":[53,59,134],"records":[54],"who":[55],"submits":[56],"queries":[57,161],"and":[58,70,78,81,104,162,181],"pages":[60],"he/she":[61],"clicks":[62],"on.":[63],"The":[64,124],"highly":[68],"sparse":[69],"contains":[71],"different":[72],"types":[73],"objects":[75,86,180],"(user,":[76],"query":[77],"page),":[80],"relationships":[83],"among":[84,156,178,185],"these":[85,95,157,179],"also":[88],"very":[89],"complicated.":[90],"By":[91],"performing":[92],"analysis":[93,138,172],"we":[97,135],"attempt":[98],"discover":[100],"interests":[103],"patterns":[106],"that":[107,152,213],"users":[108],"locate":[109],"information.":[110],"In":[111],"this":[112],"paper,":[113],"novel":[115],"approach":[116],"CubeSVD":[117,171,197,214],"proposed":[119],"represented":[128],"by":[129],"3-order":[131],"tensor,":[132],"perform":[136],"3-mode":[137],"using":[139,201],"higher-order":[141],"singular":[142],"value":[143],"decomposition":[144],"technique":[145],"automatically":[147],"capture":[148],"latent":[150],"factors":[151],"govern":[153],"relations":[155],"multi-type":[158],"objects:":[159],"users,":[160],"pages.":[164],"A":[165],"tensor":[166],"reconstructed":[167],"based":[168,195],"reflects":[173],"both":[174],"observed":[176],"interactions":[177],"implicit":[183],"associations":[184],"them.":[186],"Therefore,":[187],"activities":[190],"can":[191],"be":[192],"carried":[193],"out":[194],"analysis.":[198],"Experimental":[199],"evaluations":[200],"real-world":[203],"set":[205],"collected":[206],"from":[207],"an":[208],"MSN":[209],"show":[212],"achieves":[215],"encouraging":[216],"results":[218],"in":[219],"comparison":[220],"with":[221],"some":[222],"standard":[223],"methods.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":22},{"year":2014,"cited_by_count":34},{"year":2013,"cited_by_count":22},{"year":2012,"cited_by_count":20}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}