{"id":"https://openalex.org/W2209843403","doi":"https://doi.org/10.1108/ajim-07-2015-0106","title":"Improving retrieval relevance using users\u2019 explicit feedback","display_name":"Improving retrieval relevance using users\u2019 explicit feedback","publication_year":2015,"publication_date":"2015-12-14","ids":{"openalex":"https://openalex.org/W2209843403","doi":"https://doi.org/10.1108/ajim-07-2015-0106","mag":"2209843403"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-07-2015-0106","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-07-2015-0106","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Journal of Information Management","issn_l":"0001-253X","issn":["0001-253X","1758-3748","2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-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/A5041573811","display_name":"Vimala Balakrishnan","orcid":"https://orcid.org/0000-0002-6859-4488"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Vimala Balakrishnan","raw_affiliation_strings":["University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019633838","display_name":"Kian Ahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kian Ahmadi","raw_affiliation_strings":["University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007931408","display_name":"Sri Devi Ravana","orcid":"https://orcid.org/0000-0002-5637-9158"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sri Devi Ravana","raw_affiliation_strings":["University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":4.3552,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.95120016,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"68","issue":"1","first_page":"76","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9969000220298767,"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":0.9897000193595886,"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-feedback","display_name":"Relevance feedback","score":0.7857921719551086},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7691323757171631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7203930616378784},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7122155427932739},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5915743708610535},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4914292097091675},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.44557619094848633},{"id":"https://openalex.org/keywords/referral","display_name":"Referral","score":0.41408252716064453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24756759405136108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22650030255317688},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21694034337997437},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.1846860647201538},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.081083744764328},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06882032752037048}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.7857921719551086},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7691323757171631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203930616378784},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7122155427932739},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5915743708610535},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4914292097091675},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.44557619094848633},{"id":"https://openalex.org/C2776135927","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Referral","level":2,"score":0.41408252716064453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24756759405136108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22650030255317688},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21694034337997437},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.1846860647201538},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.081083744764328},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06882032752037048},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/ajim-07-2015-0106","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-07-2015-0106","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Journal of Information Management","issn_l":"0001-253X","issn":["0001-253X","1758-3748","2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-article"},{"id":"pmh:oai:eprints.um.edu.my:18451","is_oa":false,"landing_page_url":"http://eprints.um.edu.my/18451/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400330","display_name":"The University of Malaya Research Repository (University of Malaya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I33849332","host_organization_name":"University of Malaya","host_organization_lineage":["https://openalex.org/I33849332"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W86161029","https://openalex.org/W142212369","https://openalex.org/W172759583","https://openalex.org/W372965640","https://openalex.org/W1128302166","https://openalex.org/W1528364680","https://openalex.org/W1532325895","https://openalex.org/W1541054815","https://openalex.org/W1583217217","https://openalex.org/W1634739287","https://openalex.org/W1652319903","https://openalex.org/W1660390307","https://openalex.org/W1690919088","https://openalex.org/W1978394996","https://openalex.org/W1983832819","https://openalex.org/W1990143130","https://openalex.org/W1996540382","https://openalex.org/W2011316522","https://openalex.org/W2014009009","https://openalex.org/W2029310366","https://openalex.org/W2038339871","https://openalex.org/W2038385982","https://openalex.org/W2045426578","https://openalex.org/W2049473847","https://openalex.org/W2052664696","https://openalex.org/W2053473945","https://openalex.org/W2054288523","https://openalex.org/W2055271463","https://openalex.org/W2056627230","https://openalex.org/W2061503185","https://openalex.org/W2067777966","https://openalex.org/W2069622706","https://openalex.org/W2071677511","https://openalex.org/W2072592616","https://openalex.org/W2080431972","https://openalex.org/W2084213692","https://openalex.org/W2088121730","https://openalex.org/W2089481351","https://openalex.org/W2089863045","https://openalex.org/W2097443371","https://openalex.org/W2100507040","https://openalex.org/W2102229797","https://openalex.org/W2103921041","https://openalex.org/W2108646579","https://openalex.org/W2110202502","https://openalex.org/W2123937625","https://openalex.org/W2124074612","https://openalex.org/W2124799305","https://openalex.org/W2125771191","https://openalex.org/W2130313487","https://openalex.org/W2137077490","https://openalex.org/W2139826693","https://openalex.org/W2144952090","https://openalex.org/W2145071407","https://openalex.org/W2148547984","https://openalex.org/W2148943147","https://openalex.org/W2152314154","https://openalex.org/W2153803020","https://openalex.org/W2156930013","https://openalex.org/W2158649712","https://openalex.org/W2160660844","https://openalex.org/W2161775196","https://openalex.org/W2165833384","https://openalex.org/W2170359466","https://openalex.org/W2293748070","https://openalex.org/W2329869485","https://openalex.org/W2572045820","https://openalex.org/W2612769033","https://openalex.org/W3017143921","https://openalex.org/W3037946710","https://openalex.org/W3125672425","https://openalex.org/W3141714916","https://openalex.org/W4253038322","https://openalex.org/W4285719527","https://openalex.org/W6636888537"],"related_works":["https://openalex.org/W1921936017","https://openalex.org/W2001985945","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W1971071004","https://openalex.org/W1973132420","https://openalex.org/W2460037195","https://openalex.org/W2142731558","https://openalex.org/W2077213532","https://openalex.org/W2134013435"],"abstract_inverted_index":{"Purpose":[0],"\u2013":[1,20,22,90,153,192],"The":[2,38,154,193],"purpose":[3],"of":[4],"this":[5,36],"paper":[6],"is":[7,33,40,195],"to":[8,103,115,127,133,147,177,181,188,210],"improve":[9,211],"users\u2019":[10,166,179,201],"search":[11,52,158,186,214],"results":[12,66,100,187],"relevancy":[13],"by":[14],"manipulating":[15],"their":[16,212],"explicit":[17,24,167],"feedback.":[18],"Design/methodology/approach":[19],"CoRRe":[21,102],"an":[23],"feedback":[25,118,168,180],"model":[26,39],"integrating":[27],"three":[28,70,112],"popular":[29,137],"feedback,":[30],"namely,":[31],"Comment-Rating-Referral":[32],"proposed":[34],"in":[35,46,197],"study.":[37],"further":[41],"enhanced":[42],"using":[43,57],"case-based":[44],"reasoning":[45],"retrieving":[47],"the":[48,62,105,111,116,124,135,140,143,189,198],"top-5":[49],"results.":[50],"A":[51,77],"engine":[53],"prototype":[54],"was":[55,83,131],"developed":[56],"Text":[58],"REtrieval":[59],"Conference":[60],"as":[61],"document":[63],"collection,":[64],"and":[65,75,95,149,204],"were":[67,206],"evaluated":[68],"at":[69,109],"levels":[71,113],"(i.e.":[72],"top-5,":[73],"10":[74],"15).":[76],"user":[78],"evaluation":[79],"involving":[80],"28":[81],"students":[82],"administered,":[84],"focussing":[85],"on":[86],"20":[87],"queries.":[88],"Findings":[89],"Both":[91],"Mean":[92],"Average":[93],"Precision":[94],"Normalized":[96],"Discounted":[97],"Cumulative":[98],"Gain":[99],"indicate":[101],"have":[104],"highest":[106],"retrieval":[107,159],"precisions":[108],"all":[110],"compared":[114,146],"other":[117],"models.":[119],"Furthermore,":[120],"independent":[121],"t-tests":[122],"showed":[123],"precision":[125,145],"differences":[126],"be":[128,134,162],"significant.":[129],"Rating":[130],"found":[132],"most":[136],"technique":[138],"among":[139],"participants,":[141],"producing":[142],"best":[144],"referral":[148,205],"comments.":[150],"Research":[151],"limitations/implications":[152],"findings":[155],"suggest":[156],"that":[157,200],"relevance":[160],"can":[161],"significantly":[163],"improved":[164],"when":[165],"are":[169],"integrated,":[170],"therefore":[171],"web-based":[172],"systems":[173],"should":[174],"find":[175],"ways":[176],"manipulate":[178],"provide":[182],"better":[183],"recommendations":[184],"or":[185],"users.":[190],"Originality/value":[191],"study":[194],"novel":[196],"sense":[199],"comment,":[202],"rating":[203],"taken":[207],"into":[208],"consideration":[209],"overall":[213],"experience.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
