{"id":"https://openalex.org/W2896598351","doi":"https://doi.org/10.1109/icci-cc.2018.8482058","title":"Sentiment Classification of E-Commerce Product Quality Reviews by FL-SVM Approaches","display_name":"Sentiment Classification of E-Commerce Product Quality Reviews by FL-SVM Approaches","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896598351","doi":"https://doi.org/10.1109/icci-cc.2018.8482058","mag":"2896598351"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2018.8482058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2018.8482058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 17th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5087964419","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0002-0811-6150"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["Management School, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009469146","display_name":"Jiahuan Lu","orcid":"https://orcid.org/0000-0003-3311-3004"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahuan Lu","raw_affiliation_strings":["Management School, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management School, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034214409","display_name":"Sabina Shahbazzade","orcid":null},"institutions":[{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabina Shahbazzade","raw_affiliation_strings":["Computer Science Department, University of San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of San Francisco, CA, USA","institution_ids":["https://openalex.org/I76766440"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50307244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"292","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9276000261306763,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9276000261306763,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9028000235557556,"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/support-vector-machine","display_name":"Support vector machine","score":0.8730311393737793},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7512648105621338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7379372119903564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6841984987258911},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6358835697174072},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5891936421394348},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5537091493606567},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5301709175109863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48636725544929504},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4461284875869751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4249143600463867},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4166640639305115}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8730311393737793},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7512648105621338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379372119903564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6841984987258911},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6358835697174072},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5891936421394348},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5537091493606567},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5301709175109863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48636725544929504},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4461284875869751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4249143600463867},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4166640639305115},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icci-cc.2018.8482058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2018.8482058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 17th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","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":8,"referenced_works":["https://openalex.org/W40549020","https://openalex.org/W1972145547","https://openalex.org/W2112422413","https://openalex.org/W2306706380","https://openalex.org/W4211007335","https://openalex.org/W4211186029","https://openalex.org/W6601618085","https://openalex.org/W6643499006"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W1976205134","https://openalex.org/W2381570729","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W2548633793","https://openalex.org/W3089396779"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,34,52,68],"improve":[3],"the":[4,17,22,26,36,42,45,54,59,69,75,83,89,101,106],"accuracy":[5,93],"of":[6,28,31,62,105],"sentiment":[7,32,38,60,91],"classification":[8,92],"for":[9,57],"e-commerce":[10,63],"products":[11],"quality":[12,65],"reviews,":[13],"this":[14],"paper":[15],"proposed":[16,107],"FL-SVM":[18],"approaches":[19,86],"which":[20,99],"use":[21],"fuzzy":[23,37],"theory":[24],"measure":[25],"level":[27],"emotional":[29],"polarity":[30],"words":[33],"construct":[35,53],"dictionary":[39],"based":[40],"on":[41,77],"How":[43],"Net,":[44],"support":[46],"vector":[47],"machine":[48],"(SVM)":[49],"is":[50],"adopted":[51],"classifier":[55],"model":[56],"evaluating":[58],"tendency":[61],"product":[64],"reviews.":[66],"Compared":[67],"NB,":[70],"kNN":[71],"and":[72,103],"SVM":[73,85],"algorithm,":[74],"experiments":[76],"different":[78],"data":[79],"sets":[80],"show":[81],"that":[82],"FL":[84],"can":[87],"achieve":[88],"better":[90],"increased":[94],"by":[95],"1%":[96],"~":[97],"3%,":[98],"verifies":[100],"effectiveness":[102],"robustness":[104],"approaches.":[108]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
