{"id":"https://openalex.org/W2084248356","doi":"https://doi.org/10.1145/2622617","title":"Collaborative Language Models for Localized Query Prediction","display_name":"Collaborative Language Models for Localized Query Prediction","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2084248356","doi":"https://doi.org/10.1145/2622617","mag":"2084248356"},"language":"en","primary_location":{"id":"doi:10.1145/2622617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2622617","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-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/A5101972978","display_name":"Yi Fang","orcid":"https://orcid.org/0000-0001-6572-4315"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Fang","raw_affiliation_strings":["Santa Clara University, Santa Clara, California","Santa Clara University, Santa Clara, California#TAB#"],"affiliations":[{"raw_affiliation_string":"Santa Clara University, Santa Clara, California","institution_ids":["https://openalex.org/I16269868"]},{"raw_affiliation_string":"Santa Clara University, Santa Clara, California#TAB#","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029290738","display_name":"Ziad Al Bawab","orcid":null},"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":"Ziad Al Bawab","raw_affiliation_strings":["Microsoft, Sunnyvale, California","Microsoft, Sunnyvale, California#TAB#"],"affiliations":[{"raw_affiliation_string":"Microsoft, Sunnyvale, California","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft, Sunnyvale, California#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086954218","display_name":"Jean-Fran\u00e7ois Crespo","orcid":null},"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":"Jean-Francois Crespo","raw_affiliation_strings":["Google, California","Google, California#TAB#"],"affiliations":[{"raw_affiliation_string":"Google, California","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California#TAB#","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101972978"],"corresponding_institution_ids":["https://openalex.org/I16269868"],"apc_list":null,"apc_paid":null,"fwci":0.7889,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82405176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"4","issue":"2","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9972000122070312,"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":0.995199978351593,"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/computer-science","display_name":"Computer science","score":0.8464197516441345},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7528026103973389},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.6705116033554077},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.636077880859375},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.5695704817771912},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.5602822303771973},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5285417437553406},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5229559540748596},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4834619462490082},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.4260193407535553},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40911173820495605},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.2509554624557495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17210307717323303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8464197516441345},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7528026103973389},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.6705116033554077},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.636077880859375},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.5695704817771912},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.5602822303771973},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5285417437553406},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5229559540748596},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4834619462490082},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.4260193407535553},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40911173820495605},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.2509554624557495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17210307717323303},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2622617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2622617","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1506806321","https://openalex.org/W1521478692","https://openalex.org/W1532325895","https://openalex.org/W1574901103","https://openalex.org/W1663973292","https://openalex.org/W1773803948","https://openalex.org/W1965341892","https://openalex.org/W1975292433","https://openalex.org/W1994609971","https://openalex.org/W2011277999","https://openalex.org/W2018022208","https://openalex.org/W2040546864","https://openalex.org/W2047358712","https://openalex.org/W2049633694","https://openalex.org/W2051669046","https://openalex.org/W2057034832","https://openalex.org/W2057714964","https://openalex.org/W2066780113","https://openalex.org/W2073239285","https://openalex.org/W2093390569","https://openalex.org/W2097927681","https://openalex.org/W2102177432","https://openalex.org/W2106454749","https://openalex.org/W2110325612","https://openalex.org/W2123952158","https://openalex.org/W2125286605","https://openalex.org/W2136542423","https://openalex.org/W2137958271","https://openalex.org/W2147880316","https://openalex.org/W2155467656","https://openalex.org/W2160306106","https://openalex.org/W2168175751","https://openalex.org/W2168859760","https://openalex.org/W2323881768","https://openalex.org/W2950186769","https://openalex.org/W4205807230","https://openalex.org/W4206765718","https://openalex.org/W4213009331","https://openalex.org/W4240913316","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2572349046","https://openalex.org/W2096359267","https://openalex.org/W2026738364","https://openalex.org/W2113390685","https://openalex.org/W3197639690","https://openalex.org/W2124814993","https://openalex.org/W8514837","https://openalex.org/W1981131819","https://openalex.org/W2017989738","https://openalex.org/W2186703450"],"abstract_inverted_index":{"Localized":[0],"query":[1,10,29,32,36,176,196],"prediction":[2],"(LQP)":[3],"is":[4],"the":[5,62,70,87,103,117,129,145,170,181,200,203],"task":[6,64,105],"of":[7,90,110,147,187,202],"estimating":[8,77],"web":[9,22,47,79,195],"trends":[11,81],"for":[12,27,31,35],"a":[13,108,138,193],"specific":[14,175],"location.":[15],"This":[16],"problem":[17],"subsumes":[18],"many":[19],"interesting":[20],"personalized":[21,39,153],"applications":[23,40],"such":[24],"as":[25],"personalization":[26,94,182],"buzz":[28],"detection,":[30],"expansion,":[33],"and":[34,125],"recommendation.":[37],"These":[38],"can":[41],"greatly":[42],"enhance":[43],"user":[44,57],"interaction":[45],"with":[46,156],"search":[48,80],"engines":[49],"by":[50,106,121],"providing":[51],"more":[52],"customized":[53,161],"information":[54,127],"discovered":[55],"from":[56,128],"input":[58],"(i.e.,":[59],"queries),":[60],"but":[61],"LQP":[63,104],"has":[65],"rarely":[66],"been":[67,190],"investigated":[68],"in":[69],"literature.":[71],"Although":[72],"exist":[73],"abundant":[74],"work":[75],"on":[76,192],"global":[78],"does":[82],"exist,":[83],"it":[84],"often":[85],"encounters":[86],"big":[88],"challenge":[89],"data":[91,118],"sparsity":[92,119],"when":[93],"comes":[95],"into":[96],"play.":[97],"In":[98,149],"this":[99],"article,":[100],"we":[101],"tackle":[102],"proposing":[107],"series":[109],"collaborative":[111],"language":[112,135,141,154,159],"models":[113,136,155,160],"(CLMs).":[114],"CLMs":[115,151],"alleviate":[116],"issue":[120],"collaboratively":[122],"collecting":[123],"queries":[124],"trend":[126],"other":[130],"locations.":[131,164],"The":[132,165],"traditional":[133],"statistical":[134],"assume":[137],"fixed":[139],"background":[140,158],"model,":[142],"which":[143,178],"loses":[144],"taste":[146],"personalization.":[148],"contrast,":[150],"are":[152],"flexible":[157],"to":[162,172,174,198],"various":[163],"most":[166],"sophisticated":[167],"CLM":[168],"enables":[169],"collaboration":[171],"adapt":[173],"topics,":[177],"further":[179],"advances":[180],"level.":[183],"An":[184],"extensive":[185],"set":[186],"experiments":[188],"have":[189],"conducted":[191],"large-scale":[194],"log":[197],"demonstrate":[199],"effectiveness":[201],"proposed":[204],"models.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
