{"id":"https://openalex.org/W2246905217","doi":"https://doi.org/10.1109/fskd.2015.7382024","title":"Feature selection for text classification based on part of speech filter and synonym merge","display_name":"Feature selection for text classification based on part of speech filter and synonym merge","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2246905217","doi":"https://doi.org/10.1109/fskd.2015.7382024","mag":"2246905217"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2015.7382024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5032585995","display_name":"Sijun Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sijun Qin","raw_affiliation_strings":["New Media Institute, Communication University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"New Media Institute, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034780009","display_name":"Jia Song","orcid":"https://orcid.org/0009-0007-3084-3024"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Song","raw_affiliation_strings":["The Faculty of Science and Technology, Communication University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"The Faculty of Science and Technology, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070308323","display_name":"Pengzhou Zhang","orcid":"https://orcid.org/0000-0001-5721-5692"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengzhou Zhang","raw_affiliation_strings":["The Faculty of Science and Technology, Communication University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"The Faculty of Science and Technology, Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100565894","display_name":"Yue Tan","orcid":"https://orcid.org/0009-0005-5298-419X"},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Tan","raw_affiliation_strings":["College of Computer and Information Technology, Liaoning Normal University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Technology, Liaoning Normal University, Dalian, China","institution_ids":["https://openalex.org/I153374732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032585995"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":2.1572,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90439436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"681","last_page":"685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9840999841690063,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9753000140190125,"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/merge","display_name":"Merge (version control)","score":0.7634825706481934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307828664779663},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6344785094261169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5957962274551392},{"id":"https://openalex.org/keywords/synonym","display_name":"Synonym (taxonomy)","score":0.5538948178291321},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5367492437362671},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4447486996650696},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39643892645835876},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.1435091495513916},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07285723090171814}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7634825706481934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307828664779663},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6344785094261169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5957962274551392},{"id":"https://openalex.org/C173483453","wikidata":"https://www.wikidata.org/wiki/Q1040689","display_name":"Synonym (taxonomy)","level":3,"score":0.5538948178291321},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5367492437362671},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4447486996650696},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39643892645835876},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.1435091495513916},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07285723090171814},{"id":"https://openalex.org/C157369684","wikidata":"https://www.wikidata.org/wiki/Q34740","display_name":"Genus","level":2,"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":1,"locations":[{"id":"doi:10.1109/fskd.2015.7382024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1983078185","https://openalex.org/W2004633764","https://openalex.org/W2017834839","https://openalex.org/W2058732033","https://openalex.org/W2117152910","https://openalex.org/W2360134583","https://openalex.org/W2391197882"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W4307883119","https://openalex.org/W2345184372","https://openalex.org/W27971500","https://openalex.org/W2316780152","https://openalex.org/W2592385986","https://openalex.org/W2314710578","https://openalex.org/W2022684485","https://openalex.org/W2339149965","https://openalex.org/W3185455591"],"abstract_inverted_index":{"In":[0,50],"recent":[1],"years,":[2],"text":[3,22,38,59],"categorization":[4],"based":[5,62],"on":[6,63],"machine":[7],"learning":[8],"is":[9,31],"a":[10],"widely":[11],"used":[12],"technology":[13],"in":[14,37],"the":[15,34,84],"field":[16],"of":[17,33,57,69],"natural":[18],"language":[19],"processing":[20],"and":[21,24,48,72,81],"mining":[23],"has":[25],"gained":[26],"many":[27],"advances.":[28],"Feature":[29],"selection":[30,45,61],"one":[32],"key":[35],"problems":[36],"categorization.":[39],"The":[40],"chief":[41],"obstacles":[42],"to":[43],"feature":[44,60],"are":[46],"noise":[47],"sparseness.":[49],"this":[51],"paper,":[52],"we":[53],"propose":[54],"an":[55],"approach":[56],"Chinese":[58],"CV":[64],"(contribution":[65],"value),":[66],"POS":[67],"(part":[68],"speech)":[70],"filter":[71],"synonym":[73],"merge.":[74],"We":[75],"carry":[76],"out":[77],"experiments":[78],"over":[79],"corpus-TanCorpV1.0":[80],"find":[82],"that":[83],"proposed":[85],"method":[86],"performs":[87],"better":[88],"than":[89],"traditional":[90],"ones.":[91]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}