{"id":"https://openalex.org/W2518084193","doi":"https://doi.org/10.1145/2959100.2959154","title":"Multi-Word Generative Query Recommendation Using Topic Modeling","display_name":"Multi-Word Generative Query Recommendation Using Topic Modeling","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2518084193","doi":"https://doi.org/10.1145/2959100.2959154","mag":"2518084193"},"language":"en","primary_location":{"id":"doi:10.1145/2959100.2959154","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","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/A5028078993","display_name":"Matthew Mitsui","orcid":"https://orcid.org/0000-0003-4177-2405"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew Mitsui","raw_affiliation_strings":["Rutgers University, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061319881","display_name":"Chirag Shah","orcid":"https://orcid.org/0000-0002-3797-4293"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chirag Shah","raw_affiliation_strings":["Rutgers University, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028078993"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":1.7139,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89138761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9959999918937683,"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":0.867896556854248},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.808140754699707},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6933894157409668},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5937305092811584},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5291270017623901},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.5283461809158325},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5072135925292969},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.46986231207847595},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4321712851524353},{"id":"https://openalex.org/keywords/spatial-query","display_name":"Spatial query","score":0.42544811964035034},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4225444197654724},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.42016157507896423},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.41216689348220825},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.39170247316360474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3449013829231262},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.18025273084640503},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14526024460792542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.867896556854248},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.808140754699707},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6933894157409668},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5937305092811584},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5291270017623901},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.5283461809158325},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5072135925292969},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.46986231207847595},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4321712851524353},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.42544811964035034},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4225444197654724},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.42016157507896423},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.41216689348220825},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.39170247316360474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3449013829231262},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.18025273084640503},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14526024460792542},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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:10.1145/2959100.2959154","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G5496223897","display_name":null,"funder_award_id":"RE-04-12-0105-12","funder_id":"https://openalex.org/F4320306122","funder_display_name":"Institute of Museum and Library Services"}],"funders":[{"id":"https://openalex.org/F4320306122","display_name":"Institute of Museum and Library Services","ror":"https://ror.org/030prv062"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1564094940","https://openalex.org/W1880262756","https://openalex.org/W2080070721","https://openalex.org/W2086550423","https://openalex.org/W2103552971","https://openalex.org/W2106308476","https://openalex.org/W2114596616","https://openalex.org/W2114721537","https://openalex.org/W2115941024","https://openalex.org/W2138862413","https://openalex.org/W2145543707","https://openalex.org/W2146950091","https://openalex.org/W2156060636","https://openalex.org/W2187741934","https://openalex.org/W4214480309"],"related_works":["https://openalex.org/W2888805565","https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2769501189","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W4293863151","https://openalex.org/W3159709618","https://openalex.org/W2395027054","https://openalex.org/W906795786"],"abstract_inverted_index":{"Query":[0],"recommendation":[1,51],"predominantly":[2],"relies":[3],"on":[4,57],"search":[5],"logs":[6],"to":[7,30,68,90,99,106],"use":[8],"existing":[9],"queries":[10,56,80,101],"for":[11,77,94,120,128],"recommendation,":[12],"typically":[13],"calculating":[14],"query":[15,50,129],"similarity":[16],"metrics":[17,109],"or":[18,60],"transition":[19],"probabilities":[20],"from":[21,102],"the":[22,31,37,103],"log.":[23,38],"While":[24],"effective,":[25],"such":[26],"recommendations":[27],"are":[28,66],"limited":[29,67],"queries,":[32],"words,":[33],"and":[34,96,116],"phrases":[35],"in":[36,81],"They":[39],"hence":[40],"do":[41],"not":[42],"recommend":[43],"potentially":[44],"useful,":[45],"entirely":[46],"novel":[47],"queries.":[48],"Recent":[49],"methods":[52],"have":[53],"proposed":[54],"generating":[55,69],"a":[58,74,92],"topical":[59],"thematic":[61],"level,":[62],"though":[63],"current":[64],"approaches":[65],"single":[70],"words.":[71],"We":[72],"propose":[73],"hybrid":[75],"method":[76],"constructing":[78],"multi-word":[79],"this":[82],"generative":[83],"sense.":[84],"It":[85],"uses":[86],"Latent":[87],"Dirichlet":[88],"Allocation":[89],"generate":[91,100],"topic":[93],"exploration":[95],"skip-gram":[97],"modeling":[98],"topic.":[104],"According":[105],"additional":[107],"evaluation":[108],"we":[110],"present,":[111],"our":[112],"model":[113],"improves":[114],"diversity":[115],"has":[117],"some":[118],"room":[119],"improving":[121],"relevance,":[122],"yet":[123],"offers":[124],"an":[125],"interesting":[126],"avenue":[127],"recommendation.":[130]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}