{"id":"https://openalex.org/W2057465077","doi":"https://doi.org/10.1145/2600428.2609584","title":"Collaborative personalized Twitter search with topic-language models","display_name":"Collaborative personalized Twitter search with topic-language models","publication_year":2014,"publication_date":"2014-07-03","ids":{"openalex":"https://openalex.org/W2057465077","doi":"https://doi.org/10.1145/2600428.2609584","mag":"2057465077"},"language":"en","primary_location":{"id":"doi:10.1145/2600428.2609584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600428.2609584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th international ACM SIGIR conference on Research &amp; development in information retrieval","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/A5011969806","display_name":"Jan Vosecky","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jan Vosecky","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, Hong Kong","Hong Kong University Of Science And Technology, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Hong Kong University Of Science And Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055973346","display_name":"Kenneth Wai-Ting Leung","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kenneth Wai-Ting Leung","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, Hong Kong","Hong Kong University Of Science And Technology, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Hong Kong University Of Science And Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067034635","display_name":"Wilfred Ng","orcid":"https://orcid.org/0000-0001-6639-0521"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wilfred Ng","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, Hong Kong","Hong Kong University Of Science And Technology, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Hong Kong University Of Science And Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":6.9125,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.97661776,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T13274","display_name":"Expert finding and Q&A systems","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/T11478","display_name":"Caching and Content Delivery","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8554112911224365},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.7824317216873169},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7176820635795593},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7133645415306091},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.582131028175354},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5570988059043884},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5438731908798218},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.49046990275382996},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.46453648805618286},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4533213973045349},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4337741732597351},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4164401590824127},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.27996402978897095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8554112911224365},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.7824317216873169},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7176820635795593},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7133645415306091},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.582131028175354},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5570988059043884},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5438731908798218},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.49046990275382996},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.46453648805618286},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4533213973045349},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4337741732597351},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4164401590824127},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.27996402978897095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2600428.2609584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600428.2609584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th international ACM SIGIR conference on Research &amp; development in information retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-64493","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-64493","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W47472929","https://openalex.org/W1480041786","https://openalex.org/W1561650654","https://openalex.org/W1806107381","https://openalex.org/W1974548136","https://openalex.org/W1975488756","https://openalex.org/W1986182807","https://openalex.org/W1991693254","https://openalex.org/W1993972354","https://openalex.org/W1995672491","https://openalex.org/W2042980227","https://openalex.org/W2046804949","https://openalex.org/W2048508267","https://openalex.org/W2053968437","https://openalex.org/W2063904635","https://openalex.org/W2076006872","https://openalex.org/W2097489103","https://openalex.org/W2104677329","https://openalex.org/W2111363262","https://openalex.org/W2114510817","https://openalex.org/W2122654842","https://openalex.org/W2122841972","https://openalex.org/W2127785456","https://openalex.org/W2148503036","https://openalex.org/W2150347588","https://openalex.org/W2166851633","https://openalex.org/W2168717408","https://openalex.org/W2168859760"],"related_works":["https://openalex.org/W2053241453","https://openalex.org/W2017590198","https://openalex.org/W2275433313","https://openalex.org/W2978974359","https://openalex.org/W3134493632","https://openalex.org/W2153980712","https://openalex.org/W2087532526","https://openalex.org/W2728430307","https://openalex.org/W1805578373","https://openalex.org/W2107786128"],"abstract_inverted_index":{"The":[0],"vast":[1],"amount":[2],"of":[3,51,54,57,126,155,182],"real-time":[4],"and":[5,60,85,144],"social":[6,63,67,117],"content":[7,27],"in":[8,11,46,75,119,142,161],"microblogs":[9],"results":[10],"an":[12],"information":[13,156],"overload":[14],"for":[15,40,99],"users":[16,70],"when":[17],"searching":[18],"microblog":[19,48],"data.":[20],"Given":[21],"the":[22,47,52,61,87,115,139,158],"user's":[23,80,116,159],"search":[24,43,174],"query,":[25],"delivering":[26],"that":[28],"is":[29,34,168],"relevant":[30],"to":[31,72,77,121,137,145],"her":[32,127],"interests":[33],"a":[35,96,109,123,132,153,162,178],"challenging":[36],"problem.":[37,89],"Traditional":[38],"methods":[39],"personalized":[41,172],"Web":[42],"are":[44],"insufficient":[45],"domain,":[49],"because":[50],"diversity":[53,141],"topics,":[55],"sparseness":[56,84],"user":[58,111,134],"data":[59,83],"highly":[62],"nature.":[64],"In":[65,90],"particular,":[66],"interactions":[68],"between":[69],"need":[71],"be":[73],"considered,":[74],"order":[76,120],"accurately":[78],"model":[79,135],"interests,":[81],"alleviate":[82],"tackle":[86],"cold-start":[88],"this":[91],"paper,":[92],"we":[93,107],"therefore":[94],"propose":[95,131],"novel":[97,133],"framework":[98,151,184],"Collaborative":[100],"Personalized":[101],"Twitter":[102,143,173],"Search.":[103],"At":[104],"its":[105],"core,":[106],"develop":[108],"collaborative":[110],"model,":[112],"which":[113],"exploits":[114],"connections":[118],"obtain":[122],"comprehensive":[124],"account":[125],"preferences.":[128],"We":[129],"then":[130],"structure":[136],"manage":[138],"topical":[140],"enable":[146],"semantic-aware":[147],"query":[148,175],"disambiguation.":[149],"Our":[150],"integrates":[152],"variety":[154],"about":[157],"preferences":[160],"principled":[163],"manner.":[164],"A":[165],"thorough":[166],"evaluation":[167],"conducted":[169],"using":[170],"two":[171],"logs,":[176],"demonstrating":[177],"superior":[179],"ranking":[180],"performance":[181],"our":[183],"compared":[185],"with":[186],"state-of-the-art":[187],"baselines.":[188]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
