{"id":"https://openalex.org/W3083348993","doi":"https://doi.org/10.1155/2020/5093620","title":"Research on Sentiment Classification Algorithms on Online Review","display_name":"Research on Sentiment Classification Algorithms on Online Review","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3083348993","doi":"https://doi.org/10.1155/2020/5093620","mag":"3083348993"},"language":"en","primary_location":{"id":"doi:10.1155/2020/5093620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5093620","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5093620.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/5093620.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005232484","display_name":"Ruixia Yan","orcid":"https://orcid.org/0000-0003-0612-2028"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruixia Yan","raw_affiliation_strings":["School of Management, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102000","display_name":"Zhijie Xia","orcid":"https://orcid.org/0000-0001-6946-8937"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijie Xia","raw_affiliation_strings":["School of Management, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045416585","display_name":"Yanxi Xie","orcid":"https://orcid.org/0000-0003-1794-3526"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxi Xie","raw_affiliation_strings":["School of Management, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456909","display_name":"Xiaoli Wang","orcid":"https://orcid.org/0000-0002-7420-321X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Wang","raw_affiliation_strings":["School of Management, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052441924","display_name":"Zukang Song","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zukang Song","raw_affiliation_strings":["School of Management, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005232484"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.7339,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88260523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9975000023841858,"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":0.9932000041007996,"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":0.7738999128341675},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7629722356796265},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5932192802429199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5882318615913391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5475729703903198},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5470980405807495},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5260294079780579},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5168514847755432},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5003514289855957},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45983240008354187},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.45111703872680664},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4415171146392822},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3617447316646576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13057196140289307},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07121872901916504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738999128341675},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7629722356796265},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5932192802429199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5882318615913391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5475729703903198},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5470980405807495},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5260294079780579},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5168514847755432},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5003514289855957},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45983240008354187},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.45111703872680664},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4415171146392822},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3617447316646576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13057196140289307},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07121872901916504},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/5093620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5093620","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5093620.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:5093620","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/5093620.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:4f33176062534f1ebaf06d0bfb43dda5","is_oa":true,"landing_page_url":"https://doaj.org/article/4f33176062534f1ebaf06d0bfb43dda5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/5093620","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5093620","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5093620.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3530931259","display_name":null,"funder_award_id":"19BGL234","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G5523128010","display_name":null,"funder_award_id":"17YJCZH199","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G7026833940","display_name":null,"funder_award_id":"17YJCZH199","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7866763507","display_name":null,"funder_award_id":"19BGL234","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3083348993.pdf","grobid_xml":"https://content.openalex.org/works/W3083348993.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2079735306","https://openalex.org/W2766239046","https://openalex.org/W2890507837","https://openalex.org/W2898235869","https://openalex.org/W2979313478","https://openalex.org/W2981104879","https://openalex.org/W2987823372","https://openalex.org/W2996409236","https://openalex.org/W3007442396","https://openalex.org/W3013439889","https://openalex.org/W3020361001","https://openalex.org/W3021474408","https://openalex.org/W3043503456"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2086889680","https://openalex.org/W4246466849","https://openalex.org/W3153505674","https://openalex.org/W2997511728","https://openalex.org/W4381745996","https://openalex.org/W2119349310","https://openalex.org/W2995276271","https://openalex.org/W4312478656","https://openalex.org/W3168126470"],"abstract_inverted_index":{"The":[0,80,98],"product":[1,34,112],"online":[2,35,113],"review":[3,36,114],"text":[4],"contains":[5],"a":[6,57,77],"large":[7],"number":[8],"of":[9,33,50,92,111],"opinions":[10],"and":[11,20,67,71,83,94],"emotions.":[12],"In":[13,43],"order":[14,44],"to":[15,45],"identify":[16],"the":[17,47,84,108],"public\u2019s":[18],"emotional":[19],"tendentious":[21],"information,":[22],"we":[23,55],"present":[24,100],"reinforcement":[25],"learning":[26],"models":[27],"in":[28,40,89,107],"which":[29],"sentiment":[30,52,109],"classification":[31,48,53,110],"algorithms":[32,86],"corpus":[37],"are":[38,87],"discussed":[39],"this":[41],"paper.":[42],"explore":[46],"effect":[49],"different":[51,90],"algorithms,":[54],"conducted":[56],"research":[58],"on":[59],"Naive":[60],"Bayesian":[61],"algorithm,":[62,66],"support":[63],"vector":[64,96],"machine":[65],"neural":[68,102],"network":[69,103],"algorithm":[70,104],"carried":[72],"out":[73],"some":[74],"comparison":[75],"using":[76],"concrete":[78],"example.":[79],"evaluation":[81],"indexes":[82],"three":[85],"compared":[88],"lengths":[91],"sentence":[93],"word":[95],"dimensions.":[97],"results":[99],"that":[101],"is":[105],"effective":[106],"corpus.":[115]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
