{"id":"https://openalex.org/W2611252446","doi":"https://doi.org/10.1177/0165551517706231","title":"Semantic concept model using Wikipedia semantic features","display_name":"Semantic concept model using Wikipedia semantic features","publication_year":2017,"publication_date":"2017-05-02","ids":{"openalex":"https://openalex.org/W2611252446","doi":"https://doi.org/10.1177/0165551517706231","mag":"2611252446"},"language":"en","primary_location":{"id":"doi:10.1177/0165551517706231","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551517706231","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5045238745","display_name":"Abdulgabbar Saif","orcid":"https://orcid.org/0000-0001-7476-1628"},"institutions":[{"id":"https://openalex.org/I288216842","display_name":"Thamar University","ror":"https://ror.org/04tsbkh63","country_code":"YE","type":"education","lineage":["https://openalex.org/I288216842"]},{"id":"https://openalex.org/I4210142644","display_name":"Intel (Malaysia)","ror":"https://ror.org/048jw1p35","country_code":"MY","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210142644"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY","YE"],"is_corresponding":true,"raw_author_name":"Abdulgabbar Saif","raw_affiliation_strings":["Computer-Math Department, Faculty of Applied Sciences, Thamar University, Yemen; Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer-Math Department, Faculty of Applied Sciences, Thamar University, Yemen; Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I288216842","https://openalex.org/I885383172","https://openalex.org/I4210142644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022576165","display_name":"Nazlia Omar","orcid":"https://orcid.org/0000-0002-8173-8933"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nazlia Omar","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114079919","display_name":"Mohd Juzaiddin Ab Aziz","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Juzaiddin Ab Aziz","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029278003","display_name":"Ummi Zakiah Zainodin","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ummi Zakiah Zainodin","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012641332","display_name":"Naomie Salim","orcid":"https://orcid.org/0000-0001-8509-3055"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Naomie Salim","raw_affiliation_strings":["Faculty of Computer Science & Information System, Universiti Teknologi Malaysia, Malaysia","[Faculty of Computer Science & Information System, Universiti Teknologi Malaysia, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science & Information System, Universiti Teknologi Malaysia, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"[Faculty of Computer Science & Information System, Universiti Teknologi Malaysia, Malaysia]","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045238745"],"corresponding_institution_ids":["https://openalex.org/I288216842","https://openalex.org/I4210142644","https://openalex.org/I885383172"],"apc_list":null,"apc_paid":null,"fwci":0.8324,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79996206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"44","issue":"4","first_page":"526","last_page":"551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9980999827384949,"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":0.7176897525787354},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.5769956707954407},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5508742332458496},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4902792274951935},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.48989027738571167},{"id":"https://openalex.org/keywords/semantic-compression","display_name":"Semantic compression","score":0.41524824500083923},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.412430077791214},{"id":"https://openalex.org/keywords/semantic-technology","display_name":"Semantic technology","score":0.3482188582420349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3422595262527466},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3263530135154724},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.2974229156970978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176897525787354},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.5769956707954407},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5508742332458496},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4902792274951935},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.48989027738571167},{"id":"https://openalex.org/C202708506","wikidata":"https://www.wikidata.org/wiki/Q7449050","display_name":"Semantic compression","level":5,"score":0.41524824500083923},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.412430077791214},{"id":"https://openalex.org/C6881194","wikidata":"https://www.wikidata.org/wiki/Q7449091","display_name":"Semantic technology","level":4,"score":0.3482188582420349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3422595262527466},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3263530135154724},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.2974229156970978}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0165551517706231","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551517706231","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W45602460","https://openalex.org/W86971241","https://openalex.org/W187228978","https://openalex.org/W1585620615","https://openalex.org/W1662133657","https://openalex.org/W1797118348","https://openalex.org/W1816823725","https://openalex.org/W1854884267","https://openalex.org/W1859313536","https://openalex.org/W1880262756","https://openalex.org/W1971220772","https://openalex.org/W1978697738","https://openalex.org/W1983578042","https://openalex.org/W1984251878","https://openalex.org/W1985640802","https://openalex.org/W2000963751","https://openalex.org/W2001082470","https://openalex.org/W2045741102","https://openalex.org/W2054674225","https://openalex.org/W2057332882","https://openalex.org/W2058602429","https://openalex.org/W2072640685","https://openalex.org/W2080929752","https://openalex.org/W2084377579","https://openalex.org/W2098162425","https://openalex.org/W2099938389","https://openalex.org/W2102259148","https://openalex.org/W2116963327","https://openalex.org/W2117463461","https://openalex.org/W2120699290","https://openalex.org/W2121184547","https://openalex.org/W2123457740","https://openalex.org/W2136930489","https://openalex.org/W2137140231","https://openalex.org/W2145555242","https://openalex.org/W2146157311","https://openalex.org/W2146950091","https://openalex.org/W2149600008","https://openalex.org/W2151531457","https://openalex.org/W2160382551","https://openalex.org/W2161186120","https://openalex.org/W2165897980","https://openalex.org/W2165979968","https://openalex.org/W2168878892","https://openalex.org/W2278668673","https://openalex.org/W2299599542","https://openalex.org/W2321962831","https://openalex.org/W2511869391","https://openalex.org/W2519283440","https://openalex.org/W2534712034","https://openalex.org/W2549228524","https://openalex.org/W2567150271","https://openalex.org/W4235505822"],"related_works":["https://openalex.org/W3141613796","https://openalex.org/W1968219443","https://openalex.org/W2561772346","https://openalex.org/W2374923881","https://openalex.org/W112967474","https://openalex.org/W2095067058","https://openalex.org/W2557126512","https://openalex.org/W2073745870","https://openalex.org/W1794117188","https://openalex.org/W2592330610","https://openalex.org/W2171736191","https://openalex.org/W1507242687","https://openalex.org/W1966784657","https://openalex.org/W2271609058","https://openalex.org/W2332339624","https://openalex.org/W2295393218","https://openalex.org/W1581052006","https://openalex.org/W2164838803","https://openalex.org/W2061846226","https://openalex.org/W1982960366"],"abstract_inverted_index":{"Wikipedia":[0,38,127,191,226,261],"has":[1,9],"become":[2],"a":[3,75,126],"high":[4],"coverage":[5],"knowledge":[6],"source":[7],"which":[8,138,162],"been":[10,29],"used":[11,199,237],"in":[12,48,147,207,272,284,287,317,329,337,360],"many":[13],"research":[14],"areas":[15],"such":[16],"as":[17],"natural":[18,274],"language":[19,275],"processing,":[20],"text":[21],"mining":[22],"and":[23,107,132,157,286,295,332,349],"information":[24,145],"retrieval.":[25],"Several":[26],"methods":[27,310,336],"have":[28],"introduced":[30],"for":[31,121,189,241,355],"extracting":[32,86],"explicit":[33,348],"or":[34],"implicit":[35,167,350],"relations":[36,59,168],"from":[37,87,142],"to":[39,53,60,94,165,185,200,227,250],"represent":[40],"semantics":[41,357],"of":[42,57,65,68,83,125,204,225,232,256,282,300,339,347,358],"concepts/words.":[43],"However,":[44],"the":[45,66,115,135,143,148,151,154,172,176,182,194,202,211,214,222,229,238,247,252,257,279,288,297,323,334,340],"main":[46],"challenge":[47],"semantic":[49,58,63,76,84,98,123,244,253,280,291,298,315,351],"representation":[50],"is":[51,112,179,198,219,266,305,353],"how":[52],"incorporate":[54],"different":[55,81],"types":[56,82],"capture":[61,166],"more":[62],"evidences":[64],"associations":[67],"concepts.":[69,170],"In":[70],"this":[71,187,208,233],"article,":[72,96],"we":[73,236],"propose":[74],"concept":[77,91,206,259],"model":[78,111,231,249,265,304,325],"that":[79,92,118,311,322,345],"incorporates":[80],"features":[85,99,124,137,161,245,316,352],"Wikipedia.":[88,318,361],"For":[89,171,210],"each":[90,190,205],"corresponds":[93],"an":[95],"four":[97],"are":[100,119,134,139,159,163],"introduced:":[101],"template":[102,130],"links,":[103],"categories,":[104],"salient":[105,155,173],"concepts":[106,156,174,359],"topics.":[108],"The":[109,129,263,303],"proposed":[110,264,324],"based":[113],"on":[114,181,221,268,313],"probability":[116,195,255],"distributions":[117],"defined":[120],"these":[122,243],"concept.":[128,192],"links":[131],"categories":[133],"document-level":[136],"directly":[140],"extracted":[141,164],"structured":[144],"included":[146],"article.":[149],"On":[150],"other":[152],"hand,":[153],"topics":[158],"corpus-level":[160],"among":[169],"feature,":[175,213],"distributional-based":[177],"method":[178],"utilised":[180],"hypertext":[183],"corpus":[184],"extract":[186],"feature":[188],"Then,":[193],"product":[196],"kernel":[197],"improve":[201],"weight":[203],"feature.":[209,234],"topic":[212],"Labelled":[215],"latent":[216],"Dirichlet":[217],"allocation":[218],"adapted":[220],"supervised":[223],"multi-label":[224],"train":[228],"probabilistic":[230,248],"Finally,":[235],"linear":[239],"interpolation":[240],"incorporating":[242],"into":[246],"estimate":[251],"relation":[254],"specific":[258],"over":[260],"articles.":[262],"evaluated":[267],"12":[269],"benchmark":[270],"datasets":[271],"three":[273,330],"processing":[276],"tasks:":[277],"measuring":[278,296],"relatedness":[281,293],"concepts/words":[283],"general":[285],"biomedical":[289],"domain,":[290],"textual":[292],"measurement":[294],"compositionality":[299],"noun":[301],"compounds.":[302],"also":[306],"compared":[307],"with":[308],"five":[309],"depends":[312],"separate":[314],"Experimental":[319],"results":[320,328],"show":[321],"achieves":[326],"promising":[327],"tasks":[331],"outperforms":[333],"baseline":[335],"most":[338],"evaluation":[341],"datasets.":[342],"This":[343],"implies":[344],"incorporation":[346],"useful":[354],"representing":[356]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
