{"id":"https://openalex.org/W3080134780","doi":"https://doi.org/10.1145/3404555.3404645","title":"A Novel Hybrid Algorithm for Sentiment Analysis via Classifier Ensembles for Online Shops User Using User Generated Contents and Review","display_name":"A Novel Hybrid Algorithm for Sentiment Analysis via Classifier Ensembles for Online Shops User Using User Generated Contents and Review","publication_year":2020,"publication_date":"2020-04-23","ids":{"openalex":"https://openalex.org/W3080134780","doi":"https://doi.org/10.1145/3404555.3404645","mag":"3080134780"},"language":"en","primary_location":{"id":"doi:10.1145/3404555.3404645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404555.3404645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computing and Artificial Intelligence","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/A5039114498","display_name":"Fereshteh Ghorbanian","orcid":null},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fereshteh Ghorbanian","raw_affiliation_strings":["Department of Artificial Intelligence, Electronic Branch, Islamic Azad University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Electronic Branch, Islamic Azad University, Tehran, Iran","institution_ids":["https://openalex.org/I110525433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002207845","display_name":"Mehrdad Jalali","orcid":"https://orcid.org/0000-0003-2465-4933"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mehrdad Jalali","raw_affiliation_strings":["Institute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039114498"],"corresponding_institution_ids":["https://openalex.org/I110525433"],"apc_list":null,"apc_paid":null,"fwci":0.2651,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62994671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"169"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9957000017166138,"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":0.9923999905586243,"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":0.7969957590103149},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7869156002998352},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5835352540016174},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5441078543663025},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.48929545283317566},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38877803087234497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3646213412284851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.341999351978302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3362972140312195},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2759208679199219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7969957590103149},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7869156002998352},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5835352540016174},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5441078543663025},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.48929545283317566},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38877803087234497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3646213412284851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.341999351978302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3362972140312195},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2759208679199219},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3404555.3404645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404555.3404645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1533979032","https://openalex.org/W2003303386","https://openalex.org/W2021137987","https://openalex.org/W2029896651","https://openalex.org/W2968573267"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W2605642833","https://openalex.org/W2382028496","https://openalex.org/W3094520207","https://openalex.org/W3046268510"],"abstract_inverted_index":{"Recently,":[0],"Sentiment":[1],"analysis":[2],"and":[3,16,68,72,88,98,121,123,142],"classification":[4],"on":[5],"social":[6,44],"networking":[7],"has":[8],"been":[9],"becoming":[10],"popular":[11],"in":[12,37,83,105,131],"recent":[13],"years.":[14],"Industry":[15],"companies":[17],"have":[18],"realized":[19],"the":[20,65,92,126,132,140],"value":[21],"of":[22,49,94,112,119,144],"huge":[23],"data":[24],"to":[25,30,63,76],"create":[26],"a":[27,47,61],"valuable":[28],"advantage":[29],"get":[31],"more":[32],"customer.":[33],"User":[34],"generated":[35],"content":[36],"online":[38,41,84,106,148],"reviews":[39],"for":[40,53,80,102,134,147],"shops":[42],"or":[43],"media":[45],"makes":[46],"lot":[48],"brand":[50],"related":[51],"information":[52],"marketing":[54],"fields.":[55],"In":[56],"this":[57],"paper":[58],"we":[59,137],"proposed":[60],"method":[62,146],"classify":[64],"sentiment":[66],"polarities":[67],"find":[69],"customer":[70,100],"opinions":[71],"feeling":[73],"about":[74],"everything":[75],"propose":[77],"product":[78,103],"selection":[79],"each":[81],"user":[82],"markets.":[85,107],"Our":[86],"qualitative":[87],"quantitative":[89],"experiment":[90],"shown":[91],"usefulness":[93],"using":[95],"positive,":[96],"neutral,":[97],"negative":[99],"opinion":[101],"recommendation":[104],"By":[108],"considering":[109],"different":[110],"combinations":[111],"techniques":[113],"such":[114],"as":[115],"feature":[116],"hashing,":[117],"bag":[118],"words,":[120],"lexicons,":[122],"also":[124],"consider":[125],"extensive":[127],"results":[128],"that":[129],"described":[130],"literature":[133],"application":[135],"purposes,":[136],"can":[138],"present":[139],"accuracy":[141],"precision":[143],"our":[145],"markets":[149],"users.":[150]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
