{"id":"https://openalex.org/W2021714506","doi":"https://doi.org/10.1109/grc.2012.6468647","title":"Concept-based document models using explicit semantic analysis","display_name":"Concept-based document models using explicit semantic analysis","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2021714506","doi":"https://doi.org/10.1109/grc.2012.6468647","mag":"2021714506"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2012.6468647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2012.6468647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Granular Computing","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/A5100727124","display_name":"Jing Luo","orcid":"https://orcid.org/0000-0003-0432-6908"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Luo","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","School ofComputer, Wuhan University, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"School ofComputer, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641526","display_name":"Bo Meng","orcid":"https://orcid.org/0009-0001-4628-0787"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Meng","raw_affiliation_strings":["School ofComputer, Wuhan University, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"School ofComputer, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103248641","display_name":"Xinhui Tu","orcid":"https://orcid.org/0009-0000-6570-009X"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhui Tu","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021380974","display_name":"Maofu Liu","orcid":"https://orcid.org/0000-0002-3732-4354"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maofu Liu","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100727124"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08822669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"338","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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":0.9990000128746033,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9983999729156494,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9977999925613403,"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":0.8520269393920898},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6567137241363525},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5940380096435547},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5000510215759277},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47509443759918213},{"id":"https://openalex.org/keywords/explicit-semantic-analysis","display_name":"Explicit semantic analysis","score":0.47099608182907104},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4556988477706909},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.43455058336257935},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.4184664487838745},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.41447871923446655},{"id":"https://openalex.org/keywords/semantic-analysis","display_name":"Semantic analysis (machine learning)","score":0.4116325378417969},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.378060519695282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31660178303718567},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.2003059685230255},{"id":"https://openalex.org/keywords/semantic-technology","display_name":"Semantic technology","score":0.17111945152282715},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.1376657783985138},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09752124547958374}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8520269393920898},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6567137241363525},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5940380096435547},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5000510215759277},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47509443759918213},{"id":"https://openalex.org/C173862523","wikidata":"https://www.wikidata.org/wiki/Q5421270","display_name":"Explicit semantic analysis","level":5,"score":0.47099608182907104},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4556988477706909},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.43455058336257935},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.4184664487838745},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.41447871923446655},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.4116325378417969},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.378060519695282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31660178303718567},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.2003059685230255},{"id":"https://openalex.org/C6881194","wikidata":"https://www.wikidata.org/wiki/Q7449091","display_name":"Semantic technology","level":4,"score":0.17111945152282715},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.1376657783985138},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09752124547958374},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2012.6468647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2012.6468647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1482214997","https://openalex.org/W1588422426","https://openalex.org/W1666605052","https://openalex.org/W2099938389","https://openalex.org/W2105106523","https://openalex.org/W2131427731","https://openalex.org/W2140354722","https://openalex.org/W2141623655","https://openalex.org/W2162746367","https://openalex.org/W2738227713","https://openalex.org/W2963206377","https://openalex.org/W4250657383","https://openalex.org/W6628905179","https://openalex.org/W6635160319","https://openalex.org/W6675599925","https://openalex.org/W6679684790"],"related_works":["https://openalex.org/W2103835134","https://openalex.org/W2113661533","https://openalex.org/W2359259132","https://openalex.org/W1984220027","https://openalex.org/W1965623300","https://openalex.org/W3134365128","https://openalex.org/W3141074955","https://openalex.org/W4224072543","https://openalex.org/W2786154338","https://openalex.org/W4379382550"],"abstract_inverted_index":{"explicit":[0,62],"semantic":[1,63],"analysis":[2],"(ESA)":[3],"is":[4,86],"a":[5,15,47],"novel":[6],"method":[7],"that":[8],"represents":[9],"the":[10,36,52,65,79,89,108],"meaning":[11],"of":[12,18,38,58],"texts":[13],"in":[14],"high-dimensional":[16],"space":[17],"concepts":[19],"derived":[20],"from":[21],"Wikipedia.":[22],"Several":[23],"different":[24],"ESA-based":[25],"retrieval":[26,49],"models":[27],"have":[28],"been":[29],"proposed.":[30],"However,":[31],"these":[32],"approaches":[33],"depended":[34],"on":[35,88],"performance":[37],"pseudo":[39],"relevance":[40],"feedback.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"concept-based":[48,83],"model":[50,85],"under":[51],"language":[53],"modeling":[54],"framework.":[55],"By":[56],"means":[57],"concept":[59],"mapping":[60],"using":[61],"analysis,":[64],"original":[66],"documents":[67],"are":[68,74],"translated":[69],"into":[70],"conceptual":[71],"representations,":[72],"which":[73],"subsequently":[75],"used":[76],"to":[77,107],"update":[78],"document":[80,84],"models.":[81,110],"The":[82],"evaluated":[87],"TREe":[90],"Ad":[91],"Hoc":[92],"Track":[93],"(Disks":[94],"1,":[95],"2,":[96],"and":[97],"3)":[98],"collections.":[99],"Experiment":[100],"results":[101],"show":[102],"significant":[103],"improvements":[104],"with":[105],"respect":[106],"baseline":[109]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}