{"id":"https://openalex.org/W2108002797","doi":"https://doi.org/10.1145/1645953.1646249","title":"Relying on topic subsets for system ranking estimation","display_name":"Relying on topic subsets for system ranking estimation","publication_year":2009,"publication_date":"2009-11-02","ids":{"openalex":"https://openalex.org/W2108002797","doi":"https://doi.org/10.1145/1645953.1646249","mag":"2108002797"},"language":"en","primary_location":{"id":"doi:10.1145/1645953.1646249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1645953.1646249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM conference on Information and knowledge management","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/A5084915697","display_name":"Claudia Hauff","orcid":"https://orcid.org/0000-0001-9879-6470"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Claudia Hauff","raw_affiliation_strings":["University of Twente, Enschede, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108167267","display_name":"Djoerd Hiemstra","orcid":"https://orcid.org/0000-0003-4967-2900"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Djoerd Hiemstra","raw_affiliation_strings":["University of Twente, Enschede, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005474414","display_name":"Franciska de Jong","orcid":"https://orcid.org/0000-0003-1541-9712"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Franciska de Jong","raw_affiliation_strings":["University of Twente, Enschede, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048218964","display_name":"Leif Azzopardi","orcid":"https://orcid.org/0000-0002-6900-0557"},"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":"Leif Azzopardi","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":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084915697"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":null,"apc_paid":null,"fwci":2.9612,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93039221,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1859","last_page":"1862"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9958000183105469,"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/T10028","display_name":"Topic Modeling","score":0.9923999905586243,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8924367427825928},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.8040299415588379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.767844557762146},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6588034629821777},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6213239431381226},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.559032142162323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5242215394973755},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.46240904927253723},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4588284194469452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41638684272766113},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.058431923389434814}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8924367427825928},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8040299415588379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.767844557762146},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6588034629821777},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6213239431381226},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.559032142162323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5242215394973755},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.46240904927253723},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4588284194469452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41638684272766113},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.058431923389434814},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1645953.1646249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1645953.1646249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/f231d991-ecc0-4922-aaf2-965779f40a81","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/f231d991-ecc0-4922-aaf2-965779f40a81","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hauff, C, Hiemstra, D, de Jong, F M G & Azzopardi, L 2009, Relying on topic subsets for system ranking estimation. in Proceeding of the 18th ACM conference on Information and knowledge management., 10.1145/1645953.1646249, Association for Computing Machinery, New York, pp. 1859-1862, 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, Hong Kong, 2/11/09. https://doi.org/10.1145/1645953.1646249","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.gla.ac.uk:34693","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/34693/","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"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/227636","is_oa":false,"landing_page_url":"https://hdl.handle.net/2066/227636","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cheung, D. (ed.), CIKM '09: The 18th ACM Conference on Information and Knowledge Management, Hong Kong, China, November 2-6, 2009, pp. 1859-1862","raw_type":"Article in monograph or in proceedings"},{"id":"pmh:oai:ris.utwente.nl:publications/f231d991-ecc0-4922-aaf2-965779f40a81","is_oa":false,"landing_page_url":"http://eprints.eemcs.utwente.nl/secure2/17152/01/p1859-hauff.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hauff , C , Hiemstra , D , de Jong , F M G &amp; Azzopardi , L 2009 , Relying on topic subsets for system ranking estimation . in Proceeding of the 18th ACM conference on Information and knowledge management . , 10.1145/1645953.1646249 , Association for Computing Machinery , New York , pp. 1859-1862 , 18th ACM Conference on Information and Knowledge Management, CIKM 2009 , Hong Kong , Hong Kong , 2/11/09 . https://doi.org/10.1145/1645953.1646249","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6399999856948853,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1976076261","https://openalex.org/W1983595289","https://openalex.org/W2007671364","https://openalex.org/W2027359109","https://openalex.org/W2057028302","https://openalex.org/W2100240666","https://openalex.org/W2104679989","https://openalex.org/W2110930073"],"related_works":["https://openalex.org/W2150136235","https://openalex.org/W2053591227","https://openalex.org/W2581240705","https://openalex.org/W3127142483","https://openalex.org/W2041353081","https://openalex.org/W2568183987","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530","https://openalex.org/W4390446658"],"abstract_inverted_index":{"Ranking":[0],"a":[1,28,38,47,112],"number":[2,29],"of":[3,30,41,50,63,83,96,115],"retrieval":[4,9],"systems":[5],"according":[6],"to":[7,117],"their":[8],"effectiveness":[10],"without":[11],"relying":[12],"on":[13,46,109],"costly":[14],"relevance":[15],"judgments":[16],"was":[17],"first":[18],"explored":[19],"by":[20,91,107],"Soboroff":[21],"et":[22],"al":[23],"[6].":[24],"Over":[25],"the":[26,61,70,81,93,105],"years,":[27],"alternative":[31],"approaches":[32,45,65,87],"have":[33],"been":[34],"proposed.":[35],"We":[36,78],"perform":[37],"comprehensive":[39],"analysis":[40,58],"system":[42,84],"ranking":[43,85],"estimation":[44,86],"wide":[48],"variety":[49],"TREC":[51],"test":[52],"collections":[53],"and":[54,98],"topics":[55,97],"sets.":[56],"Our":[57],"reveals":[59],"that":[60,80,100],"performance":[62,82,106],"such":[64],"is":[66],"highly":[67],"dependent":[68],"upon":[69],"topic":[71,73,102],"or":[72],"subset,":[74],"used":[75],"for":[76],"estimation.":[77],"hypothesize":[79],"can":[88],"be":[89],"improved":[90],"selecting":[92],"\"right\"":[94],"subset":[95],"show":[99],"using":[101],"subsets":[103],"improves":[104],"32%":[108],"average,":[110],"with":[111],"maximum":[113],"improvement":[114],"up":[116],"70%":[118],"in":[119],"some":[120],"cases.":[121]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
