{"id":"https://openalex.org/W4306317475","doi":"https://doi.org/10.1145/3511808.3557286","title":"Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models","display_name":"Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4306317475","doi":"https://doi.org/10.1145/3511808.3557286"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557286","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557286","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557286","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information &amp; 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 &amp; Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557286","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079246354","display_name":"Guglielmo Faggioli","orcid":"https://orcid.org/0000-0002-5070-2049"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guglielmo Faggioli","raw_affiliation_strings":["University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069843101","display_name":"Nicola Ferro","orcid":"https://orcid.org/0000-0001-9219-6239"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Ferro","raw_affiliation_strings":["University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054035663","display_name":"Norbert Fuhr","orcid":"https://orcid.org/0000-0002-0441-6949"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Fuhr","raw_affiliation_strings":["University of Duisburg-Essen, Duisburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"446","last_page":"456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9837999939918518,"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":0.9837999939918518,"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/T11106","display_name":"Data Management and Algorithms","score":0.9692999720573425,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9689000248908997,"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/relevance","display_name":"Relevance (law)","score":0.7584797143936157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6710702776908875},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5147961974143982},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4871944785118103},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.46075209975242615},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43412649631500244},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39868488907814026},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32945239543914795},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23143401741981506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2229958176612854}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7584797143936157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710702776908875},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5147961974143982},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4871944785118103},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.46075209975242615},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43412649631500244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39868488907814026},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32945239543914795},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23143401741981506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2229958176612854},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3511808.3557286","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557286","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557286","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information &amp; 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 &amp; Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:www.research.unipd.it:11577/3464716","is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3464716","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3511808.3557286","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557286","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557286","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information &amp; 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 &amp; Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W15985269","https://openalex.org/W80011902","https://openalex.org/W1550998176","https://openalex.org/W1867589620","https://openalex.org/W1968927634","https://openalex.org/W1983164881","https://openalex.org/W1987690005","https://openalex.org/W1990190154","https://openalex.org/W1999331679","https://openalex.org/W2015629112","https://openalex.org/W2017292914","https://openalex.org/W2034173707","https://openalex.org/W2041098697","https://openalex.org/W2058896506","https://openalex.org/W2059066993","https://openalex.org/W2064459117","https://openalex.org/W2068026461","https://openalex.org/W2069870183","https://openalex.org/W2075893676","https://openalex.org/W2076227143","https://openalex.org/W2090035194","https://openalex.org/W2090049790","https://openalex.org/W2091524854","https://openalex.org/W2111310810","https://openalex.org/W2140787629","https://openalex.org/W2161417756","https://openalex.org/W2338477879","https://openalex.org/W2740387847","https://openalex.org/W2750746504","https://openalex.org/W2794432940","https://openalex.org/W2798550416","https://openalex.org/W2914164530","https://openalex.org/W2923053417","https://openalex.org/W2953438995","https://openalex.org/W2956058978","https://openalex.org/W3146187623","https://openalex.org/W3198734960","https://openalex.org/W4288280764","https://openalex.org/W4301861531","https://openalex.org/W6665227507","https://openalex.org/W6699848295","https://openalex.org/W6741749377","https://openalex.org/W6750773745","https://openalex.org/W6754165517","https://openalex.org/W6991850254","https://openalex.org/W7011679150"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W4387527746","https://openalex.org/W4256548255","https://openalex.org/W2053546922"],"abstract_inverted_index":{"Being":[0],"able":[1],"to":[2,10,30,51,54,57],"compare":[3,59],"Information":[4],"Retrieval(IR)":[5],"systems":[6],"correctly":[7],"is":[8],"pivotal":[9],"improving":[11],"their":[12],"quality.":[13],"Among":[14],"the":[15,31,37],"most":[16],"popular":[17],"tools":[18],"for":[19,42],"statistical":[20],"significance":[21],"testing,":[22],"we":[23],"list":[24],"t-test":[25],"and":[26],"ANOVA":[27],"that":[28],"belong":[29],"linear":[32,40],"models":[33,41],"family.":[34],"Therefore,":[35],"given":[36],"relevance":[38],"of":[39],"IR":[43,60],"evaluation,":[44],"a":[45],"great":[46],"effort":[47],"has":[48],"been":[49],"devoted":[50],"studying":[52],"how":[53],"improve":[55],"them":[56],"better":[58],"systems.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
