{"id":"https://openalex.org/W2171806843","doi":"https://doi.org/10.1145/1772690.1772703","title":"Classification-enhanced ranking","display_name":"Classification-enhanced ranking","publication_year":2010,"publication_date":"2010-04-26","ids":{"openalex":"https://openalex.org/W2171806843","doi":"https://doi.org/10.1145/1772690.1772703","mag":"2171806843"},"language":"en","primary_location":{"id":"doi:10.1145/1772690.1772703","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","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/A5102869952","display_name":"Paul N. Bennett","orcid":"https://orcid.org/0000-0002-8846-5480"},"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":true,"raw_author_name":"Paul N. Bennett","raw_affiliation_strings":["Microsoft, Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019716296","display_name":"Krysta M. Svore","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":"Krysta Svore","raw_affiliation_strings":["Microsoft, Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111638399","display_name":"Susan Dumais","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":"Susan T. Dumais","raw_affiliation_strings":["Microsoft, Inc., Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Inc., Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102869952"],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":null,"apc_paid":null,"fwci":18.5799,"has_fulltext":false,"cited_by_count":111,"citation_normalized_percentile":{"value":0.99325658,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9977999925613403,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.996999979019165,"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/web-query-classification","display_name":"Web query classification","score":0.8194283246994019},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8191241025924683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7958883047103882},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6862866878509521},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.6805310249328613},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.5656774044036865},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.560576856136322},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5553231239318848},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.527185320854187},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.45318740606307983},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.4451074004173279},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.4281437397003174},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.4211553931236267},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.36517277359962463},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3566263020038605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2992015779018402},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1204666793346405}],"concepts":[{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.8194283246994019},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8191241025924683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7958883047103882},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6862866878509521},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.6805310249328613},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.5656774044036865},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.560576856136322},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5553231239318848},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.527185320854187},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.45318740606307983},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.4451074004173279},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.4281437397003174},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.4211553931236267},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.36517277359962463},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3566263020038605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2992015779018402},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1204666793346405},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1772690.1772703","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.153.6223","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.153.6223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/en-us/um/people/pauben/papers/www-2010-class-ranking.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1249120690","https://openalex.org/W1972645849","https://openalex.org/W1985554184","https://openalex.org/W1986475174","https://openalex.org/W1992549066","https://openalex.org/W1995262888","https://openalex.org/W1998548536","https://openalex.org/W2002388301","https://openalex.org/W2007815473","https://openalex.org/W2014415866","https://openalex.org/W2034927834","https://openalex.org/W2055799873","https://openalex.org/W2066343754","https://openalex.org/W2097443371","https://openalex.org/W2098876286","https://openalex.org/W2099213975","https://openalex.org/W2104217798","https://openalex.org/W2105879985","https://openalex.org/W2106630408","https://openalex.org/W2125771191","https://openalex.org/W2128877075","https://openalex.org/W2141880913","https://openalex.org/W2143160289","https://openalex.org/W2143331230","https://openalex.org/W2158801982","https://openalex.org/W2161443453","https://openalex.org/W2162059449","https://openalex.org/W4251560691","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W2096359267","https://openalex.org/W2026738364","https://openalex.org/W1793997780","https://openalex.org/W2013069866","https://openalex.org/W3125756434","https://openalex.org/W2572349046","https://openalex.org/W2146885082","https://openalex.org/W2392799717","https://openalex.org/W2538384344","https://openalex.org/W3049728138"],"abstract_inverted_index":{"Many":[0],"have":[1],"speculated":[2],"that":[3,37,66,103],"classifying":[4],"web":[5,46,76],"pages":[6,47],"can":[7,129],"improve":[8],"a":[9,27,31,50,62,75,79,84,90,95,104,114,137],"search":[10],"engine's":[11],"ranking":[12,36,112],"of":[13,26,45,64,74,83,89,98,139],"results.":[14],"Intuitively":[15],"results":[16,101],"should":[17],"be":[18,130],"more":[19],"relevant":[20],"when":[21],"they":[22],"match":[23,69],"the":[24,43,54,68,71,81,87,125],"class":[25,51,72],"query.":[28,55],"We":[29,56],"present":[30],"simple":[32],"framework":[33],"for":[34,53,136],"classification-enhanced":[35],"uses":[38],"clicks":[39],"in":[40],"combination":[41],"with":[42,107,122],"classification":[44,126],"to":[48,60,94,124,132],"derive":[49,133],"distribution":[52],"then":[57],"go":[58],"on":[59],"define":[61],"variety":[63,138],"features":[65,109],"capture":[67],"between":[70],"distributions":[73],"page":[77],"and":[78,86,128],"query,":[80,85],"ambiguity":[82],"coverage":[88],"retrieved":[91],"result":[92],"relative":[93],"query's":[96],"set":[97],"classes.":[99],"Experimental":[100],"demonstrate":[102],"ranker":[105],"learned":[106],"these":[108],"significantly":[110],"improves":[111],"over":[113],"competitive":[115],"baseline.":[116],"Furthermore,":[117],"our":[118],"methodology":[119],"is":[120],"agnostic":[121],"respect":[123],"space":[127],"used":[131],"query":[134],"classes":[135],"different":[140],"taxonomies.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":16},{"year":2012,"cited_by_count":20}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
