{"id":"https://openalex.org/W2010297865","doi":"https://doi.org/10.1145/2389686.2389703","title":"Intent-aware temporal query modeling for keyword suggestion","display_name":"Intent-aware temporal query modeling for keyword suggestion","publication_year":2012,"publication_date":"2012-11-02","ids":{"openalex":"https://openalex.org/W2010297865","doi":"https://doi.org/10.1145/2389686.2389703","mag":"2010297865"},"language":"en","primary_location":{"id":"doi:10.1145/2389686.2389703","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2389686.2389703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Ph.D. workshop on Information and knowledge","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/A5049528659","display_name":"Fredrik Johansson","orcid":"https://orcid.org/0000-0002-4323-3715"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Fredrik Johansson","raw_affiliation_strings":["Chalmers University of Technology, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032182325","display_name":"Tobias F\u00e4rdig","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tobias F\u00e4rdig","raw_affiliation_strings":["Chalmers University of Technology, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044465645","display_name":"Vinay Jethava","orcid":"https://orcid.org/0009-0007-6290-3837"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Vinay Jethava","raw_affiliation_strings":["Chalmers University of Technology, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017523965","display_name":"Svetoslav Marinov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088429","display_name":"Findwise (Sweden)","ror":"https://ror.org/005t93q82","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210088429"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Svetoslav Marinov","raw_affiliation_strings":["Findwise AB, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Findwise AB, Gothenburg, Sweden","institution_ids":["https://openalex.org/I4210088429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049528659"],"corresponding_institution_ids":["https://openalex.org/I66862912"],"apc_list":null,"apc_paid":null,"fwci":0.4953,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65704176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9950000047683716,"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":0.8349212408065796},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.6323202848434448},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5905259847640991},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.5853962898254395},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.5834282040596008},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5767980813980103},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.5766709446907043},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.5654421448707581},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.5652380585670471},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5498688817024231},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.48729217052459717},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.4698944091796875},{"id":"https://openalex.org/keywords/rdf-query-language","display_name":"RDF query language","score":0.4619946777820587},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45742619037628174},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4366990029811859},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.43293696641921997},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2657002806663513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1734503209590912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1544484794139862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8349212408065796},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.6323202848434448},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5905259847640991},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.5853962898254395},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.5834282040596008},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5767980813980103},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.5766709446907043},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.5654421448707581},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.5652380585670471},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5498688817024231},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.48729217052459717},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.4698944091796875},{"id":"https://openalex.org/C96956885","wikidata":"https://www.wikidata.org/wiki/Q6138701","display_name":"RDF query language","level":5,"score":0.4619946777820587},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45742619037628174},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4366990029811859},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.43293696641921997},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2657002806663513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1734503209590912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1544484794139862},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2389686.2389703","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2389686.2389703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Ph.D. workshop on Information and knowledge","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.lib.chalmers.se:169406","is_oa":false,"landing_page_url":"http://publications.lib.chalmers.se/publication/169406-intent-aware-temporal-query-modeling-for-keyword-suggestion","pdf_url":null,"source":{"id":"https://openalex.org/S4377196470","display_name":"Chalmers Publication Library (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text.Article.Conference.PeerReviewed"},{"id":"pmh:oai:research.chalmers.se:169406","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/169406","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W96802849","https://openalex.org/W195465510","https://openalex.org/W1511986666","https://openalex.org/W1530753374","https://openalex.org/W1564094940","https://openalex.org/W1602389404","https://openalex.org/W1627117674","https://openalex.org/W1880262756","https://openalex.org/W1965555277","https://openalex.org/W1968011531","https://openalex.org/W1975879668","https://openalex.org/W1980248478","https://openalex.org/W1985471546","https://openalex.org/W1989813731","https://openalex.org/W2004308928","https://openalex.org/W2012354735","https://openalex.org/W2013661955","https://openalex.org/W2018022208","https://openalex.org/W2019334471","https://openalex.org/W2044002869","https://openalex.org/W2049633694","https://openalex.org/W2057034832","https://openalex.org/W2083786039","https://openalex.org/W2086378526","https://openalex.org/W2095976990","https://openalex.org/W2102029756","https://openalex.org/W2103099759","https://openalex.org/W2103569001","https://openalex.org/W2104217798","https://openalex.org/W2104731549","https://openalex.org/W2107107106","https://openalex.org/W2107592605","https://openalex.org/W2114324579","https://openalex.org/W2116007667","https://openalex.org/W2120340025","https://openalex.org/W2139873966","https://openalex.org/W2152763300","https://openalex.org/W2156037541","https://openalex.org/W2158345769","https://openalex.org/W2163379431","https://openalex.org/W2171743956","https://openalex.org/W2173213060","https://openalex.org/W2174706414","https://openalex.org/W2567948266","https://openalex.org/W4285719527","https://openalex.org/W4293052541","https://openalex.org/W6675765830","https://openalex.org/W6676229158"],"related_works":["https://openalex.org/W2096359267","https://openalex.org/W2392799717","https://openalex.org/W3125756434","https://openalex.org/W2538384344","https://openalex.org/W2026738364","https://openalex.org/W2013069866","https://openalex.org/W2367594159","https://openalex.org/W2572349046","https://openalex.org/W2124814993","https://openalex.org/W2146885082"],"abstract_inverted_index":{"This":[0,55],"paper":[1],"presents":[2],"a":[3,77,95],"data-driven":[4],"approach":[5],"for":[6,72],"capturing":[7],"the":[8,17,32,61],"temporal":[9,111],"variations":[10,112],"in":[11,80,120],"user":[12,37],"search":[13,92],"behaviour":[14],"by":[15],"modeling":[16,125],"dynamic":[18],"query":[19,33,73,87],"relationships":[20,50,115,127],"using":[21,41,60,86],"query-log":[22],"data.":[23],"The":[24,67],"dependence":[25,57],"between":[26,113],"different":[27],"queries":[28,114],"(in":[29],"terms":[30],"of":[31,63,94],"words":[34],"and":[35],"latent":[36],"intent)":[38],"is":[39,58,107],"represented":[40],"hypergraphs":[42],"which":[43],"allows":[44],"us":[45],"to":[46,52,109,131],"explore":[47],"more":[48],"complex":[49],"compared":[51,130],"graph-based":[53,132],"approaches.":[54,133],"time-varying":[56],"modeled":[59],"framework":[62],"probabilistic":[64],"graphical":[65],"models.":[66],"inferred":[68],"interactions":[69],"are":[70],"used":[71],"keyword":[74],"suggestion":[75],"-":[76],"key":[78],"task":[79],"web":[81],"information":[82],"retrieval.":[83],"Preliminary":[84],"experiments":[85],"logs":[88],"collected":[89],"from":[90],"internal":[91],"engine":[93],"large":[96],"health":[97],"care":[98],"organization":[99],"yield":[100],"promising":[101],"results.":[102],"In":[103],"particular,":[104],"our":[105],"model":[106],"able":[108],"capture":[110],"that":[116],"reflect":[117],"known":[118],"trends":[119],"disease":[121],"occurrence.":[122],"Further,":[123],"hypergraph-based":[124],"captures":[126],"significantly":[128],"better":[129]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}