{"id":"https://openalex.org/W2740184363","doi":"https://doi.org/10.1145/3077136.3080728","title":"Term Proximity Constraints for Pseudo-Relevance Feedback","display_name":"Term Proximity Constraints for Pseudo-Relevance Feedback","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2740184363","doi":"https://doi.org/10.1145/3077136.3080728","mag":"2740184363"},"language":"en","primary_location":{"id":"doi:10.1145/3077136.3080728","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5006981335","display_name":"Ali Montazeralghaem","orcid":"https://orcid.org/0000-0002-5467-1331"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Montazeralghaem","raw_affiliation_strings":["University Of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457713","display_name":"Hamed Zamani","orcid":"https://orcid.org/0000-0002-0800-3340"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Zamani","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055494428","display_name":"Azadeh Shakery","orcid":"https://orcid.org/0000-0003-1799-8340"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I4210146419","display_name":"Institute for Research in Fundamental Sciences","ror":"https://ror.org/04xreqs31","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210146419"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Azadeh Shakery","raw_affiliation_strings":["University of Tehran &amp; Institute for Research in Fundamental Sciences, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tehran &amp; Institute for Research in Fundamental Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I4210146419","https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4619,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.72887565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1085","last_page":"1088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9976999759674072,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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-feedback","display_name":"Relevance feedback","score":0.7161387205123901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7077670097351074},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6044771075248718},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.577652633190155},{"id":"https://openalex.org/keywords/axiom","display_name":"Axiom","score":0.5360085964202881},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5284440517425537},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4828232228755951},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42008769512176514},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.41854023933410645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4048989415168762},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34615397453308105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3031178414821625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2298009693622589},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.07798463106155396},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.06961366534233093}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.7161387205123901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077670097351074},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6044771075248718},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.577652633190155},{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.5360085964202881},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5284440517425537},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4828232228755951},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42008769512176514},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.41854023933410645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4048989415168762},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34615397453308105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3031178414821625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2298009693622589},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.07798463106155396},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.06961366534233093},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3077136.3080728","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1964348731","https://openalex.org/W1999822363","https://openalex.org/W2040631151","https://openalex.org/W2042642744","https://openalex.org/W2046902062","https://openalex.org/W2049653588","https://openalex.org/W2100866419","https://openalex.org/W2142769902","https://openalex.org/W2155157903","https://openalex.org/W2159859920","https://openalex.org/W2162432120","https://openalex.org/W2468421329","https://openalex.org/W2539104130","https://openalex.org/W2605110487"],"related_works":["https://openalex.org/W1921936017","https://openalex.org/W1971071004","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W2001985945","https://openalex.org/W1973132420","https://openalex.org/W2078482661","https://openalex.org/W1968222678","https://openalex.org/W2460037195","https://openalex.org/W2134013435"],"abstract_inverted_index":{"Pseudo-relevance":[0],"feedback":[1,55,63],"(PRF)":[2],"refers":[3],"to":[4,17,57,82,133,138],"a":[5,29,66,74,84],"query":[6,59],"expansion":[7],"strategy":[8],"based":[9,50,109],"on":[10,51,110,116],"top-retrieved":[11],"documents,":[12],"which":[13,154],"has":[14,27,79],"been":[15,80],"shown":[16],"be":[18,36,83],"highly":[19],"effective":[20],"in":[21,61,87],"many":[22],"retrieval":[23],"models.":[24],"Previous":[25],"work":[26],"introduced":[28],"set":[30],"of":[31,54,123],"constraints":[32,49],"(axioms)":[33],"that":[34,78,95,144],"should":[35],"satisfied":[37],"by":[38],"any":[39],"PRF":[40,76,91],"model.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45,69,142],"propose":[46],"three":[47],"additional":[48],"the":[52,58,62,71,89,100,106,111,121,124,129,145,150,159],"proximity":[53],"terms":[56,60],"documents.":[64],"As":[65],"case":[67],"study,":[68],"consider":[70],"log-logistic":[72,107,130],"model,":[73],"state-of-the-art":[75],"model":[77,108,131],"proven":[81],"successful":[85],"method":[86],"satisfying":[88],"existing":[90],"constraints,":[92],"and":[93,135],"show":[94,143],"it":[96],"does":[97,155],"not":[98,156],"satisfy":[99,157],"proposed":[101,112,125,146,160],"constraints.":[102,114,126,161],"We":[103],"further":[104],"modify":[105],"proximity-based":[113,147],"Experiments":[115],"four":[117],"TREC":[118],"collections":[119],"demonstrate":[120],"effectiveness":[122],"Our":[127],"modification":[128],"leads":[132],"significant":[134],"substantial":[136],"(up":[137],"15%)":[139],"improvements.":[140],"Furthermore,":[141],"function":[148],"outperforms":[149],"well-known":[151],"Gaussian":[152],"kernel":[153],"all":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
