{"id":"https://openalex.org/W4306317060","doi":"https://doi.org/10.1145/3511808.3557637","title":"Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs","display_name":"Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4306317060","doi":"https://doi.org/10.1145/3511808.3557637"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557637","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/276177/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000569823","display_name":"Procheta Sen","orcid":"https://orcid.org/0000-0002-3814-5462"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Procheta Sen","raw_affiliation_strings":["University of Liverpool, Liverpool, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liverpool, Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101876268","display_name":"Sourav Saha","orcid":"https://orcid.org/0000-0003-2702-7839"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourav Saha","raw_affiliation_strings":["Indian Statistical Institute, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082339849","display_name":"Debasis Ganguly","orcid":"https://orcid.org/0000-0003-0050-7138"},"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":"Debasis Ganguly","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101503356","display_name":"Manisha Verma","orcid":"https://orcid.org/0000-0001-5281-2527"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manisha Verma","raw_affiliation_strings":["Amazon, New York, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon, New York, NJ, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000936680","display_name":"Dwaipayan Roy","orcid":"https://orcid.org/0000-0002-5962-5983"},"institutions":[{"id":"https://openalex.org/I127439422","display_name":"Indian Institute of Science Education and Research Kolkata","ror":"https://ror.org/00djv2c17","country_code":"IN","type":"education","lineage":["https://openalex.org/I127439422"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dwaipayan Roy","raw_affiliation_strings":["IISER, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IISER, Kolkata, India","institution_ids":["https://openalex.org/I127439422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2562,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81657065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4449","last_page":"4453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9864000082015991,"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":0.9858999848365784,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.7419480085372925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061496376991272},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6758322715759277},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6581684350967407},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6286931037902832},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6034731864929199},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5525901317596436},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4902499318122864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4575052261352539},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2831234037876129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19721153378486633}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7419480085372925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061496376991272},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6758322715759277},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6581684350967407},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6286931037902832},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6034731864929199},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5525901317596436},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4902499318122864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4575052261352539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2831234037876129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19721153378486633},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations 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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3511808.3557637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557637","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:276177","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/276177/","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":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:276177","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/276177/","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":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1972300965","https://openalex.org/W1988772631","https://openalex.org/W1990838106","https://openalex.org/W1997265820","https://openalex.org/W1998381498","https://openalex.org/W2015642291","https://openalex.org/W2021581601","https://openalex.org/W2021735564","https://openalex.org/W2058872581","https://openalex.org/W2066636486","https://openalex.org/W2087131461","https://openalex.org/W2091019328","https://openalex.org/W2091505008","https://openalex.org/W2121759027","https://openalex.org/W2280321044","https://openalex.org/W2282821441","https://openalex.org/W2283315146","https://openalex.org/W2338216121","https://openalex.org/W2341328702","https://openalex.org/W2388783363","https://openalex.org/W2740121459","https://openalex.org/W2767480513","https://openalex.org/W2809897079","https://openalex.org/W2954902138","https://openalex.org/W2955573083","https://openalex.org/W2981852735","https://openalex.org/W3004158152","https://openalex.org/W3021397474","https://openalex.org/W3033094275","https://openalex.org/W3034329167","https://openalex.org/W3034580237","https://openalex.org/W3036458852","https://openalex.org/W3103101828","https://openalex.org/W3124865537","https://openalex.org/W3175980629","https://openalex.org/W3197464301","https://openalex.org/W4288089799"],"related_works":["https://openalex.org/W2744293020","https://openalex.org/W2031812225","https://openalex.org/W2483845706","https://openalex.org/W4248709109","https://openalex.org/W1569703977","https://openalex.org/W3153959957","https://openalex.org/W2237303429","https://openalex.org/W4251279116","https://openalex.org/W4297664343","https://openalex.org/W2990643015"],"abstract_inverted_index":{"A":[0],"widespread":[1],"use":[2],"of":[3,36,49,62,84,104,137],"supervised":[4],"ranking":[5],"models":[6,125],"has":[7],"necessitated":[8],"an":[9],"investigation":[10],"on":[11],"how":[12],"consistent":[13],"their":[14],"outputs":[15,29],"align":[16],"with":[17,70,118,131],"user":[18,25,120],"expectations.":[19],"While":[20],"a":[21,47,54,59,95,102],"match":[22],"between":[23],"the":[24,68,79,82,85,132],"expectations":[26,136],"and":[27,134],"system":[28],"can":[30],"be":[31],"sought":[32],"at":[33,71],"different":[34],"levels":[35],"granularity,":[37],"we":[38,52],"study":[39],"this":[40,90],"alignment":[41,117],"for":[42,58],"search":[43],"intent":[44],"transformation":[45],"across":[46],"pair":[48,61],"queries.":[50],"Specifically,":[51],"propose":[53],"consistency":[55],"metric,":[56],"which":[57],"given":[60],"queries":[63],"-":[64],"one":[65,73],"reformulated":[66],"from":[67],"other":[69],"least":[72],"term":[74],"in":[75,81],"common,":[76],"measures":[77],"if":[78],"change":[80],"set":[83],"top-retrieved":[86],"documents":[87],"induced":[88],"by":[89],"reformulation":[91],"is":[92],"as":[93,107],"per":[94],"user's":[96],"expectation.":[97],"Our":[98],"experiments":[99],"led":[100],"to":[101],"number":[103],"observations,":[105],"such":[106],"DRMM":[108],"(an":[109],"early":[110],"interaction":[111],"based":[112],"IR":[113],"model)":[114],"exhibits":[115],"better":[116],"set-level":[119],"expectations,":[121],"whereas":[122],"transformer-based":[123],"neural":[124],"(e.g.,":[126],"MonoBERT)":[127],"agree":[128],"more":[129],"consistently":[130],"content":[133],"rank-based":[135],"overlap.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}