{"id":"https://openalex.org/W2056299401","doi":"https://doi.org/10.4304/jsw.5.10.1137-1143","title":"The Chinese Text Categorization System with Category Priorities","display_name":"The Chinese Text Categorization System with Category Priorities","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2056299401","doi":"https://doi.org/10.4304/jsw.5.10.1137-1143","mag":"2056299401"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.5.10.1137-1143","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.5.10.1137-1143","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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/A5102884923","display_name":"Huan\u2010Chao Keh","orcid":"https://orcid.org/0000-0002-4079-4525"},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Huan-Chao Keh","raw_affiliation_strings":["Tamkang University"],"affiliations":[{"raw_affiliation_string":"Tamkang University","institution_ids":["https://openalex.org/I107470533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068342794","display_name":"Ding-An Chiang","orcid":null},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ding-An Chiang","raw_affiliation_strings":["Tamkang University"],"affiliations":[{"raw_affiliation_string":"Tamkang University","institution_ids":["https://openalex.org/I107470533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054227070","display_name":"Chih\u2010Cheng Hsu","orcid":"https://orcid.org/0000-0002-9435-0698"},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Cheng Hsu","raw_affiliation_strings":["Tamkang University"],"affiliations":[{"raw_affiliation_string":"Tamkang University","institution_ids":["https://openalex.org/I107470533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101878413","display_name":"Huihua Huang","orcid":"https://orcid.org/0000-0003-3249-9232"},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hui-Hua Huang","raw_affiliation_strings":["Tamkang University"],"affiliations":[{"raw_affiliation_string":"Tamkang University","institution_ids":["https://openalex.org/I107470533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102884923"],"corresponding_institution_ids":["https://openalex.org/I107470533"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11734547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"5","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9940000176429749,"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":0.9871000051498413,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9204241037368774},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8583585023880005},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.6425822973251343},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5501452684402466},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5189785361289978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40528231859207153},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3364025950431824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9204241037368774},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8583585023880005},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.6425822973251343},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5501452684402466},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5189785361289978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40528231859207153},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3364025950431824}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jsw.5.10.1137-1143","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.5.10.1137-1143","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},{"id":"pmh:oai:tkuir.lib.tku.edu.tw:987654321/54954","is_oa":false,"landing_page_url":"https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/54954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W129655323","https://openalex.org/W1663792126","https://openalex.org/W1827453818","https://openalex.org/W1965242400","https://openalex.org/W1973939477","https://openalex.org/W1984550621","https://openalex.org/W2009190245","https://openalex.org/W2060216474","https://openalex.org/W2096152098","https://openalex.org/W2099126842","https://openalex.org/W2104808840","https://openalex.org/W2119393088","https://openalex.org/W2123737232","https://openalex.org/W2127056022","https://openalex.org/W2147735646","https://openalex.org/W2149706766"],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2133651098","https://openalex.org/W2390698788","https://openalex.org/W2078570174","https://openalex.org/W2035261173","https://openalex.org/W2125109223","https://openalex.org/W2383063829","https://openalex.org/W2082678934","https://openalex.org/W2138922887"],"abstract_inverted_index":{"The":[0],"process":[1],"of":[2,8,11,18,24,45,64,103],"text":[3,38,93,104],"categorization":[4,39],"involves":[5],"some":[6,15],"understanding":[7],"the":[9,12,19,22,25,43,62,65,73,80,97],"content":[10,23],"documents":[13],"and/or":[14],"previous":[16],"knowledge":[17,63],"categories.":[20,78],"For":[21,61],"documents,":[26],"we":[27,67],"use":[28,68],"a":[29],"filtering":[30],"measure":[31],"for":[32],"feature":[33],"selection":[34],"in":[35],"our":[36,85],"Chinese":[37],"system.":[40],"We":[41],"modify":[42],"formula":[44],"Term":[46],"Frequency-Inverse":[47],"Document":[48],"Frequency":[49],"(TF-IDF)":[50],"to":[51,71],"strengthen":[52],"important":[53],"keywords\u2019":[54,59],"weights":[55],"and":[56,100],"weaken":[57],"unimportant":[58],"weights.":[60],"categories,":[66],"category":[69],"priority":[70],"represent":[72],"relationship":[74],"between":[75],"two":[76],"different":[77],"Consequently,":[79],"experimental":[81],"results":[82],"show":[83],"that":[84],"method":[86],"can":[87],"effectively":[88],"not":[89],"only":[90],"decrease":[91],"noise":[92],"but":[94],"also":[95],"increase":[96],"accuracy":[98],"rate":[99,102],"recall":[101],"categorization.":[105]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}