{"id":"https://openalex.org/W2026439336","doi":"https://doi.org/10.1145/2009916.2009997","title":"Intent-aware search result diversification","display_name":"Intent-aware search result diversification","publication_year":2011,"publication_date":"2011-07-24","ids":{"openalex":"https://openalex.org/W2026439336","doi":"https://doi.org/10.1145/2009916.2009997","mag":"2026439336"},"language":"en","primary_location":{"id":"doi:10.1145/2009916.2009997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2009916.2009997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval","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/A5025385531","display_name":"Rodrygo L. T. Santos","orcid":"https://orcid.org/0000-0003-2921-8444"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rodrygo L.T. Santos","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057643560","display_name":"Craig Macdonald","orcid":"https://orcid.org/0000-0003-3143-279X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Craig Macdonald","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079046603","display_name":"Iadh Ounis","orcid":"https://orcid.org/0000-0003-4701-3223"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iadh Ounis","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025385531"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":34.3728,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.99620955,"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":"595","last_page":"604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9976999759674072,"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":0.9976999759674072,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9840999841690063,"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":0.7878389358520508},{"id":"https://openalex.org/keywords/diversification","display_name":"Diversification (marketing strategy)","score":0.7544236183166504},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.729640007019043},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7254136800765991},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7000001668930054},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48879334330558777},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.48805367946624756},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.48468998074531555},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.47995972633361816},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38172048330307007}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7878389358520508},{"id":"https://openalex.org/C180916674","wikidata":"https://www.wikidata.org/wiki/Q3711935","display_name":"Diversification (marketing strategy)","level":2,"score":0.7544236183166504},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.729640007019043},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7254136800765991},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7000001668930054},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48879334330558777},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.48805367946624756},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.48468998074531555},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.47995972633361816},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38172048330307007},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"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},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2009916.2009997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2009916.2009997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.226.2418","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.226.2418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://terrierteam.dcs.gla.ac.uk/publications/santos2011sigir-a.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.411","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homepages.dcc.ufmg.br/%7Erodrygo/wp-content/papercite-data/pdf/santos2011sigir-a.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:63083","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/63083/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W94637519","https://openalex.org/W95791645","https://openalex.org/W1498594556","https://openalex.org/W1532409436","https://openalex.org/W1598540515","https://openalex.org/W1605510967","https://openalex.org/W1685426458","https://openalex.org/W1823171916","https://openalex.org/W1854214752","https://openalex.org/W1968518318","https://openalex.org/W1978486030","https://openalex.org/W1980730196","https://openalex.org/W1993320088","https://openalex.org/W1999322447","https://openalex.org/W2007815473","https://openalex.org/W2010463775","https://openalex.org/W2023188792","https://openalex.org/W2024060531","https://openalex.org/W2037098674","https://openalex.org/W2048045485","https://openalex.org/W2051841712","https://openalex.org/W2053182313","https://openalex.org/W2079168273","https://openalex.org/W2083305840","https://openalex.org/W2087818911","https://openalex.org/W2104217798","https://openalex.org/W2104373244","https://openalex.org/W2106421124","https://openalex.org/W2107428549","https://openalex.org/W2110822809","https://openalex.org/W2112021481","https://openalex.org/W2113640060","https://openalex.org/W2132314908","https://openalex.org/W2150662514","https://openalex.org/W2153248125","https://openalex.org/W2156037541","https://openalex.org/W2160885631","https://openalex.org/W2197919320","https://openalex.org/W2750287184","https://openalex.org/W2918049428","https://openalex.org/W2966207845","https://openalex.org/W3013019162","https://openalex.org/W3138773240","https://openalex.org/W4230624213","https://openalex.org/W4301523337","https://openalex.org/W6603897584","https://openalex.org/W6603899496","https://openalex.org/W6760044250"],"related_works":["https://openalex.org/W2096359267","https://openalex.org/W1521725692","https://openalex.org/W3008917487","https://openalex.org/W2901901036","https://openalex.org/W3197639690","https://openalex.org/W2572349046","https://openalex.org/W2185998359","https://openalex.org/W2381709896","https://openalex.org/W2093300859","https://openalex.org/W4236234562"],"abstract_inverted_index":{"Search":[0],"result":[1],"diversification":[2,140],"has":[3],"gained":[4],"momentum":[5],"as":[6],"a":[7,27,63,93],"way":[8],"to":[9,16,20,31,42,79,87],"tackle":[10],"ambiguous":[11],"queries.":[12],"An":[13],"effective":[14],"approach":[15,135],"this":[17,83,110],"problem":[18],"is":[19],"explicitly":[21],"model":[22],"the":[23,33,37,43,75,89,98,107,115,120,124,133],"possible":[24],"aspects":[25,48,108],"underlying":[26,109],"query,":[28,95],"in":[29],"order":[30],"maximise":[32],"estimated":[34],"relevance":[35,76],"of":[36,77,100,106,123],"retrieved":[38,91],"documents":[39,78],"with":[40,54],"respect":[41],"different":[44,80,101],"aspects.":[45,81],"However,":[46],"such":[47],"themselves":[49],"may":[50],"represent":[51],"information":[52],"needs":[53],"rather":[55],"distinct":[56],"intents":[57],"(e.g.,":[58],"informational":[59],"or":[60],"navigational).":[61],"Hence,":[62],"diverse":[64],"ranking":[65],"could":[66],"benefit":[67],"from":[68],"applying":[69],"intent-aware":[70],"retrieval":[71,102],"models":[72,103],"when":[73],"estimating":[74],"In":[82],"paper,":[84],"we":[85],"propose":[86],"diversify":[88],"results":[90],"for":[92,104],"given":[94],"by":[96,119],"learning":[97],"appropriateness":[99],"each":[105],"query.":[111],"Thorough":[112],"experiments":[113],"within":[114],"evaluation":[116],"framework":[117],"provided":[118],"diversity":[121],"task":[122],"TREC":[125],"2009":[126],"and":[127],"2010":[128],"Web":[129],"tracks":[130],"show":[131],"that":[132],"proposed":[134],"can":[136],"significantly":[137],"improve":[138],"state-of-the-art":[139],"approaches.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":19}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
