{"id":"https://openalex.org/W2517555848","doi":"https://doi.org/10.1145/2970398.2970415","title":"A Reproducibility Study of Information Retrieval Models","display_name":"A Reproducibility Study of Information Retrieval Models","publication_year":2016,"publication_date":"2016-09-09","ids":{"openalex":"https://openalex.org/W2517555848","doi":"https://doi.org/10.1145/2970398.2970415","mag":"2517555848"},"language":"en","primary_location":{"id":"doi:10.1145/2970398.2970415","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970398.2970415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5108383811","display_name":"Peilin Yang","orcid":"https://orcid.org/0009-0002-6368-2574"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peilin Yang","raw_affiliation_strings":["University of Delaware, Newark, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, DE, USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101716412","display_name":"Hui Fang","orcid":"https://orcid.org/0009-0003-1904-787X"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Fang","raw_affiliation_strings":["University of Delaware, Newark, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, DE, USA","institution_ids":["https://openalex.org/I86501945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86501945"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994000196456909,"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":0.9994000196456909,"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/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8027951717376709},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.802285373210907},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5746644735336304},{"id":"https://openalex.org/keywords/data-retrieval","display_name":"Data retrieval","score":0.5545142889022827},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.5541552305221558},{"id":"https://openalex.org/keywords/human\u2013computer-information-retrieval","display_name":"Human\u2013computer information retrieval","score":0.5167955160140991},{"id":"https://openalex.org/keywords/adversarial-information-retrieval","display_name":"Adversarial information retrieval","score":0.49833154678344727},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4602782428264618},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.330453485250473},{"id":"https://openalex.org/keywords/cognitive-models-of-information-retrieval","display_name":"Cognitive models of information retrieval","score":0.2573099434375763},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.25230056047439575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06402063369750977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8027951717376709},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.802285373210907},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5746644735336304},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.5545142889022827},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5541552305221558},{"id":"https://openalex.org/C90288658","wikidata":"https://www.wikidata.org/wiki/Q3318149","display_name":"Human\u2013computer information retrieval","level":3,"score":0.5167955160140991},{"id":"https://openalex.org/C116425068","wikidata":"https://www.wikidata.org/wiki/Q4686695","display_name":"Adversarial information retrieval","level":5,"score":0.49833154678344727},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4602782428264618},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.330453485250473},{"id":"https://openalex.org/C21025794","wikidata":"https://www.wikidata.org/wiki/Q5141219","display_name":"Cognitive models of information retrieval","level":4,"score":0.2573099434375763},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.25230056047439575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06402063369750977},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2970398.2970415","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970398.2970415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6720713845","display_name":null,"funder_award_id":"IIS-1423002","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W135190683","https://openalex.org/W789651694","https://openalex.org/W1482214997","https://openalex.org/W1586649869","https://openalex.org/W1965325952","https://openalex.org/W1972594981","https://openalex.org/W1977081768","https://openalex.org/W1999822363","https://openalex.org/W2000406309","https://openalex.org/W2000569744","https://openalex.org/W2005545412","https://openalex.org/W2006996936","https://openalex.org/W2009593660","https://openalex.org/W2030453903","https://openalex.org/W2034267313","https://openalex.org/W2067073114","https://openalex.org/W2088004917","https://openalex.org/W2105157020","https://openalex.org/W2111875680","https://openalex.org/W2112006025","https://openalex.org/W2112438052","https://openalex.org/W2119085739","https://openalex.org/W2137606680","https://openalex.org/W2139201316","https://openalex.org/W2145684485","https://openalex.org/W2154873880","https://openalex.org/W2162697159","https://openalex.org/W2162746367","https://openalex.org/W2165833384","https://openalex.org/W2187139527","https://openalex.org/W2255856114","https://openalex.org/W2307814545","https://openalex.org/W4234200495"],"related_works":["https://openalex.org/W2040524271","https://openalex.org/W3210393716","https://openalex.org/W2378891848","https://openalex.org/W2368472114","https://openalex.org/W2790294166","https://openalex.org/W183499438","https://openalex.org/W2385599135","https://openalex.org/W2530055068","https://openalex.org/W2377391927","https://openalex.org/W779412953"],"abstract_inverted_index":{"Developing":[0],"effective":[1],"information":[2],"retrieval":[3,30,50,55,89,102,148,158,193],"models":[4],"has":[5],"been":[6,19,105],"a":[7,48,72,155],"long":[8],"standing":[9],"challenge":[10],"in":[11,140],"Information":[12],"Retrieval":[13],"(IR),":[14],"and":[15,32,86,107,137],"significant":[16],"progresses":[17],"have":[18,104],"made":[20,176],"over":[21,57,110,163],"the":[22,25,33,78,84,92,100,116,130,134,141,151,164,170],"years.":[23],"With":[24,91],"increasing":[26],"number":[27],"of":[28,35,80,88,99,154],"developed":[29,93,171],"functions":[31,56,103,159],"release":[34],"new":[36,49,165],"data":[37,60],"collections,":[38],"it":[39,189],"becomes":[40],"more":[41,95],"difficult,":[42],"if":[43],"not":[44],"impossible,":[45],"to":[46,76,125,187,190],"compare":[47],"function":[51],"with":[52],"all":[53,58],"existing":[54],"available":[59,178],"collections.":[61,168],"To":[62],"tackle":[63],"thisproblem,":[64],"this":[65],"paper":[66],"describes":[67],"our":[68],"efforts":[69],"on":[70],"constructing":[71],"platform":[73,172],"that":[74,180],"aims":[75],"improve":[77],"reproducibility":[79,122],"IR":[81,182],"researchand":[82],"facilitate":[83],"evaluation":[85],"comparison":[87],"functions.":[90,149,194],"platform,":[94],"than":[96],"20":[97],"state":[98],"art":[101],"implemented":[106],"systematically":[108],"evaluated":[109],"16":[111],"standard":[112],"TREC":[113,166],"collections":[114],"(including":[115],"newly":[117],"released":[118],"ClueWeb":[119,167],"datasets).":[120],"Our":[121],"study":[123],"leads":[124],"several":[126],"interesting":[127],"observations.":[128],"First,":[129],"performance":[131,153],"difference":[132],"between":[133],"reproduced":[135],"results":[136],"those":[138],"reported":[139],"original":[142],"papers":[143],"is":[144,160,175],"small":[145],"for":[146],"most":[147],"Second,":[150],"optimal":[152],"few":[156],"representative":[157],"still":[161],"comparable":[162],"Finally,":[169],"(i.e.,":[173],"RISE)":[174],"publicly":[177],"so":[179],"any":[181],"researchers":[183],"would":[184],"be":[185],"able":[186],"utilize":[188],"evaluate":[191],"other":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}