{"id":"https://openalex.org/W2000720391","doi":"https://doi.org/10.1109/nlpke.2010.5587788","title":"Application of Chinese sentiment categorization to digital products reviews","display_name":"Application of Chinese sentiment categorization to digital products reviews","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2000720391","doi":"https://doi.org/10.1109/nlpke.2010.5587788","mag":"2000720391"},"language":"en","primary_location":{"id":"doi:10.1109/nlpke.2010.5587788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nlpke.2010.5587788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010)","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/A5062969664","display_name":"Hongying Zan","orcid":"https://orcid.org/0000-0002-8874-1262"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongying Zan","raw_affiliation_strings":["College of Information and Engineering, University of Zhengzhou, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Engineering, University of Zhengzhou, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096919240","display_name":"Kuizhong Kou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158179","display_name":"Yellow River Institute of Hydraulic Research","ror":"https://ror.org/0506q7a98","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611","https://openalex.org/I4210158179"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuizhong Kou","raw_affiliation_strings":["Yellow River Conservancy Commission, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Yellow River Conservancy Commission, Zhengzhou, China","institution_ids":["https://openalex.org/I4210158179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108980499","display_name":"Jiale Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130389","display_name":"Wisers (China)","ror":"https://ror.org/02pr5zn71","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210130389"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Tian","raw_affiliation_strings":["Wisers Information Limited, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Wisers Information Limited, Hong Kong, China","institution_ids":["https://openalex.org/I4210130389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062969664"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08495678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9973000288009644,"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":0.9929999709129333,"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/categorization","display_name":"Categorization","score":0.8733398914337158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7599682807922363},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7322477102279663},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7139501571655273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6487071514129639},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6068379878997803},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5397655963897705},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.523195743560791},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48919203877449036},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4138491153717041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38795140385627747},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06421998143196106}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8733398914337158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7599682807922363},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7322477102279663},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7139501571655273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6487071514129639},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6068379878997803},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5397655963897705},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.523195743560791},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48919203877449036},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4138491153717041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38795140385627747},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06421998143196106},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nlpke.2010.5587788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nlpke.2010.5587788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W287031571","https://openalex.org/W2005422315","https://openalex.org/W2114524997","https://openalex.org/W2149684865","https://openalex.org/W2166706824","https://openalex.org/W2435251607","https://openalex.org/W2949998441","https://openalex.org/W2951278869","https://openalex.org/W3146306708","https://openalex.org/W6610416351","https://openalex.org/W6682304300","https://openalex.org/W6717827561","https://openalex.org/W6763745640","https://openalex.org/W6764146914"],"related_works":["https://openalex.org/W3021501837","https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2133651098","https://openalex.org/W2390698788","https://openalex.org/W2078570174","https://openalex.org/W2383063829","https://openalex.org/W2138922887","https://openalex.org/W2082678934","https://openalex.org/W2035261173"],"abstract_inverted_index":{"Sentiment":[0],"categorization":[1],"have":[2],"been":[3],"widely":[4],"explored":[5],"in":[6,31],"many":[7],"fields,":[8],"such":[9],"as":[10,51,69],"government":[11],"policy,":[12],"information":[13],"monitoring,":[14],"product":[15],"tracking,":[16],"etc.":[17],"This":[18],"paper":[19],"adopts":[20],"k-NN,":[21],"Naive":[22],"Bayes":[23],"and":[24,46],"SVM":[25],"classifiers":[26],"to":[27],"categorize":[28],"sentiments":[29],"contained":[30],"on-line":[32],"Chinese":[33],"reviews":[34],"on":[35],"digital":[36],"products.":[37],"Our":[38],"experimental":[39],"results":[40],"show":[41],"that":[42],"combining":[43],"the":[44],"words":[45,63],"phrases":[47],"with":[48],"sentiment":[49],"orientation":[50],"hybrid":[52],"features,":[53],"SWM":[54],"classifier":[55],"achieves":[56],"an":[57],"accuracy":[58],"of":[59,64,67],"96,47%,":[60],"which":[61],"is":[62],"all":[65],"parts":[66],"speech":[68],"features.":[70]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
