{"id":"https://openalex.org/W2912157520","doi":"https://doi.org/10.1109/access.2019.2894679","title":"A Taxonomy and Survey of Semantic Approaches for Query Expansion","display_name":"A Taxonomy and Survey of Semantic Approaches for Query Expansion","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2912157520","doi":"https://doi.org/10.1109/access.2019.2894679","mag":"2912157520"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2894679","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894679","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625452.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625452.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025182273","display_name":"Muhammad Ahsan Raza","orcid":"https://orcid.org/0000-0003-2299-4440"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Muhammad Ahsan Raza","raw_affiliation_strings":["Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2299-4440","affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112889014","display_name":"Rahmah Mokhtar","orcid":null},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rahmah Mokhtar","raw_affiliation_strings":["Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087199658","display_name":"A. Noraziah","orcid":"https://orcid.org/0000-0002-0419-7213"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noraziah Ahmad","raw_affiliation_strings":["Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Kuantan, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029218114","display_name":"Maruf Pasha","orcid":"https://orcid.org/0000-0002-1286-5701"},"institutions":[{"id":"https://openalex.org/I127670440","display_name":"Bahauddin Zakariya University","ror":"https://ror.org/05x817c41","country_code":"PK","type":"education","lineage":["https://openalex.org/I127670440"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Maruf Pasha","raw_affiliation_strings":["Department of Information Technology, Bahauddin Zakariya University, Multan, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-1286-5701","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Bahauddin Zakariya University, Multan, Pakistan","institution_ids":["https://openalex.org/I127670440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063863378","display_name":"Urooj Pasha","orcid":null},"institutions":[{"id":"https://openalex.org/I127670440","display_name":"Bahauddin Zakariya University","ror":"https://ror.org/05x817c41","country_code":"PK","type":"education","lineage":["https://openalex.org/I127670440"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Urooj Pasha","raw_affiliation_strings":["Institute of Management Sciences, Bahauddin Zakariya University, Multan, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Management Sciences, Bahauddin Zakariya University, Multan, Pakistan","institution_ids":["https://openalex.org/I127670440"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025182273"],"corresponding_institution_ids":["https://openalex.org/I102913810"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.3554,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.95420725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"17823","last_page":"17833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9993000030517578,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9975000023841858,"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":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.8647449016571045},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.714486837387085},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.6740410327911377},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5174765586853027},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.4670155644416809},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.458954393863678},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4509066641330719},{"id":"https://openalex.org/keywords/semantic-integration","display_name":"Semantic integration","score":0.4130229949951172},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.37065422534942627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26160019636154175},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.229346364736557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8647449016571045},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.714486837387085},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.6740410327911377},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5174765586853027},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.4670155644416809},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.458954393863678},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4509066641330719},{"id":"https://openalex.org/C110903229","wikidata":"https://www.wikidata.org/wiki/Q7449064","display_name":"Semantic integration","level":4,"score":0.4130229949951172},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.37065422534942627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26160019636154175},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.229346364736557},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2894679","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894679","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625452.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:umpir.ump.edu.my:24761","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196561","display_name":"UMP Institutional Repository (Universiti Malaysia Pahang)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102913810","host_organization_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","host_organization_lineage":["https://openalex.org/I102913810"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:25282b35fc104df68a2100d93b8c0881","is_oa":true,"landing_page_url":"https://doaj.org/article/25282b35fc104df68a2100d93b8c0881","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 17823-17833 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2894679","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2894679","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08625452.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912157520.pdf","grobid_xml":"https://content.openalex.org/works/W2912157520.grobid-xml"},"referenced_works_count":126,"referenced_works":["https://openalex.org/W505434","https://openalex.org/W6263027","https://openalex.org/W47766256","https://openalex.org/W73613318","https://openalex.org/W79758414","https://openalex.org/W105319303","https://openalex.org/W126056151","https://openalex.org/W143137403","https://openalex.org/W160339868","https://openalex.org/W166921983","https://openalex.org/W256815967","https://openalex.org/W613946255","https://openalex.org/W1489671131","https://openalex.org/W1497958744","https://openalex.org/W1515865104","https://openalex.org/W1516486046","https://openalex.org/W1524327504","https://openalex.org/W1525341925","https://openalex.org/W1534642289","https://openalex.org/W1586685072","https://openalex.org/W1600572248","https://openalex.org/W1966214413","https://openalex.org/W1982418350","https://openalex.org/W1984565341","https://openalex.org/W1993692165","https://openalex.org/W1996430422","https://openalex.org/W2003596438","https://openalex.org/W2015860767","https://openalex.org/W2016412752","https://openalex.org/W2022166150","https://openalex.org/W2025499983","https://openalex.org/W2031424859","https://openalex.org/W2033666806","https://openalex.org/W2034199740","https://openalex.org/W2042803716","https://openalex.org/W2046927501","https://openalex.org/W2048193229","https://openalex.org/W2058200372","https://openalex.org/W2064930103","https://openalex.org/W2067506377","https://openalex.org/W2075377384","https://openalex.org/W2077955978","https://openalex.org/W2081580037","https://openalex.org/W2081687495","https://openalex.org/W2094728533","https://openalex.org/W2098162425","https://openalex.org/W2100845478","https://openalex.org/W2101512953","https://openalex.org/W2102381086","https://openalex.org/W2102621368","https://openalex.org/W2103522185","https://openalex.org/W2105106523","https://openalex.org/W2126485285","https://openalex.org/W2127751640","https://openalex.org/W2132487263","https://openalex.org/W2135255848","https://openalex.org/W2136873264","https://openalex.org/W2153225416","https://openalex.org/W2153887206","https://openalex.org/W2158801982","https://openalex.org/W2161902337","https://openalex.org/W2164547069","https://openalex.org/W2228232185","https://openalex.org/W2245517085","https://openalex.org/W2251476895","https://openalex.org/W2294839421","https://openalex.org/W2329099884","https://openalex.org/W2330182806","https://openalex.org/W2338896872","https://openalex.org/W2351405548","https://openalex.org/W2394716307","https://openalex.org/W2394721993","https://openalex.org/W2405667419","https://openalex.org/W2463518512","https://openalex.org/W2513627975","https://openalex.org/W2572994320","https://openalex.org/W2588909032","https://openalex.org/W2592024808","https://openalex.org/W2592589264","https://openalex.org/W2609595902","https://openalex.org/W2617920142","https://openalex.org/W2770125499","https://openalex.org/W2772229820","https://openalex.org/W2789044833","https://openalex.org/W2792012209","https://openalex.org/W2792377126","https://openalex.org/W2795223563","https://openalex.org/W2799589434","https://openalex.org/W2883795973","https://openalex.org/W2884770197","https://openalex.org/W2888883486","https://openalex.org/W2889668525","https://openalex.org/W3026441796","https://openalex.org/W4236006276","https://openalex.org/W4236493338","https://openalex.org/W4250788613","https://openalex.org/W4252575848","https://openalex.org/W4394127431","https://openalex.org/W6600017425","https://openalex.org/W6603002769","https://openalex.org/W6603230505","https://openalex.org/W6604219504","https://openalex.org/W6606482852","https://openalex.org/W6629190106","https://openalex.org/W6630987982","https://openalex.org/W6631459773","https://openalex.org/W6631680078","https://openalex.org/W6632195319","https://openalex.org/W6635774389","https://openalex.org/W6661024068","https://openalex.org/W6674809819","https://openalex.org/W6675252645","https://openalex.org/W6675599925","https://openalex.org/W6678508289","https://openalex.org/W6682623621","https://openalex.org/W6684151790","https://openalex.org/W6691088342","https://openalex.org/W6711702801","https://openalex.org/W6712024492","https://openalex.org/W6713124886","https://openalex.org/W6713552389","https://openalex.org/W6731608590","https://openalex.org/W6749753976","https://openalex.org/W6753181890","https://openalex.org/W6754693360","https://openalex.org/W7017368908"],"related_works":["https://openalex.org/W1542223729","https://openalex.org/W1589762743","https://openalex.org/W3012445987","https://openalex.org/W2779831736","https://openalex.org/W2081414063","https://openalex.org/W224932175","https://openalex.org/W2096864132","https://openalex.org/W4387768728","https://openalex.org/W2174630793","https://openalex.org/W2165366845"],"abstract_inverted_index":{"Conventional":[0],"approaches":[1,41,66,84,118],"to":[2,67],"query":[3,30,50],"expansion":[4,22],"(QE)":[5],"rely":[6],"on":[7],"the":[8,18,100],"integration":[9],"of":[10,20,37,104,107,121],"an":[11],"unstructured":[12],"corpus":[13,125],"and":[14,74,76,94,102,130,141],"probabilistic":[15],"rules":[16],"for":[17,42,144],"extraction":[19],"candidate":[21],"terms.":[23],"These":[24],"methods":[25],"do":[26],"not":[27],"consider":[28],"search":[29,49],"semantics,":[31],"thereby":[32],"resulting":[33],"in":[34,119,136],"ineffective":[35],"retrieval":[36,131],"information.":[38],"The":[39],"semantic":[40,68,108,116,145],"QE":[43,69,109,117,146],"overcome":[44],"this":[45],"limitation,":[46],"whereby":[47],"a":[48,86],"is":[51],"expanded":[52],"with":[53,58],"meaningful":[54],"terms":[55,120],"that":[56,70,88],"accord":[57],"user":[59],"information":[60,140],"needs.":[61],"This":[62],"paper":[63],"surveys":[64],"recent":[65],"employ":[71],"different":[72],"models":[73],"strategies":[75],"leverages":[77],"various":[78,115],"knowledge":[79,122],"structures.":[80],"We":[81,97],"organize":[82],"these":[83],"into":[85],"taxonomy":[87],"includes":[89],"linguistic":[90],"methods,":[91,93],"ontology-based":[92],"mixed-mode":[95],"methods.":[96],"also":[98],"discuss":[99],"strengths":[101],"limitations":[103],"each":[105],"type":[106],"method.":[110],"In":[111],"addition,":[112],"we":[113],"evaluate":[114],"structure":[123],"utilization,":[124],"collection,":[126],"baseline":[127],"model":[128],"adaptation,":[129],"performance.":[132],"Finally,":[133],"future":[134],"directions":[135],"exploiting":[137],"personalized":[138],"social":[139],"multiple":[142],"ontologies":[143],"are":[147],"suggested.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
