{"id":"https://openalex.org/W4299834285","doi":"https://doi.org/10.1504/ijdats.2022.124763","title":"Machine learning-based sentiment analysis of Gujarati reviews","display_name":"Machine learning-based sentiment analysis of Gujarati reviews","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4299834285","doi":"https://doi.org/10.1504/ijdats.2022.124763"},"language":"en","primary_location":{"id":"doi:10.1504/ijdats.2022.124763","doi":"https://doi.org/10.1504/ijdats.2022.124763","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdats.2022.124763","pdf_url":null,"source":{"id":"https://openalex.org/S118326976","display_name":"International Journal of Data Analysis Techniques and Strategies","issn_l":"1755-8050","issn":["1755-8050","1755-8069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Analysis Techniques and Strategies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5113671732","display_name":"Parita Vishal Shah","orcid":"https://orcid.org/0000-0002-0875-4291","observed_orcids":["https://orcid.org/0000-0002-0875-4291"]},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parita Shah","raw_affiliation_strings":["Computer Engineering Department, Gandhinagar Institute of Technology, Gujarat, India","Faculty of Engineering and Technology, Parul University, Vadodara, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Gandhinagar Institute of Technology, Gujarat, India","institution_ids":[]},{"raw_affiliation_string":"Faculty of Engineering and Technology, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062819761","display_name":"Priya R. Swaminarayan","orcid":"https://orcid.org/0000-0002-2535-2745","observed_orcids":["https://orcid.org/0000-0002-2535-2745"]},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priya Swaminarayan","raw_affiliation_strings":["BCA-Parul Institute of Computer Application, Parul University, Vadodara, Gujarat, India","Faculty of IT and CS, Parul University, Vadodara, Gujarat, India","PIET-MCA, Parul University, Vadodara, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BCA-Parul Institute of Computer Application, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]},{"raw_affiliation_string":"Faculty of IT and CS, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]},{"raw_affiliation_string":"PIET-MCA, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9694494"],"apc_list":null,"apc_paid":null,"fwci":0.4647,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.58301856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"14","issue":"2","first_page":"105","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.0,"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/sentiment-analysis","display_name":"sentiment analysis","score":0.9769999980926514},{"id":"https://openalex.org/keywords/gujarati-language","display_name":"Gujarati language","score":0.9430000185966492},{"id":"https://openalex.org/keywords/classifiers","display_name":"machine learning classifiers","score":0.5889999866485596},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.6460000276565552},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.37400001287460327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6616086363792419},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6419387459754944},{"id":"https://openalex.org/C2779296024","wikidata":"https://www.wikidata.org/wiki/Q5137","display_name":"Gujarati","level":2,"score":0.6326754093170166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6272738575935364},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5748206377029419},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5691462755203247},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45487603545188904},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09066304564476013},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1504/ijdats.2022.124763","doi":"https://doi.org/10.1504/ijdats.2022.124763","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdats.2022.124763","pdf_url":null,"source":{"id":"https://openalex.org/S118326976","display_name":"International Journal of Data Analysis Techniques and Strategies","issn_l":"1755-8050","issn":["1755-8050","1755-8069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Analysis Techniques and Strategies","raw_type":"journal-article"},{"id":"doi:10.1504/ijdats.2022.10049552","doi":"https://doi.org/10.1504/ijdats.2022.10049552","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdats.2022.10049552","pdf_url":null,"source":{"id":"https://openalex.org/S118326976","display_name":"International Journal of Data Analysis Techniques and Strategies","issn_l":"1755-8050","issn":["1755-8050","1755-8069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Analysis Techniques and Strategies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ids:injdan:v:14:y:2022:i:2:p:105-121","doi":null,"is_oa":false,"landing_page_url":"http://www.inderscience.com/link.php?id=124763","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,"listed_in":[],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4364382553","https://openalex.org/W3206581742","https://openalex.org/W4220826593","https://openalex.org/W3214173259","https://openalex.org/W3023706364","https://openalex.org/W2898442926","https://openalex.org/W4393036266","https://openalex.org/W3201865340","https://openalex.org/W2773726511","https://openalex.org/W4322770133"],"abstract_inverted_index":{"Opinion":[0],"examination":[1,60],"is":[2,125],"the":[3,46,50,55,105,108,112,132],"investigation":[4],"of":[5,33,40,57,107,111],"applied":[6],"information":[7,85],"in":[8,54],"an":[9],"articulation,":[10],"like":[11],"appraisals,":[12],"assessments,":[13],"sentiments,":[14],"or":[15,21],"perspectives":[16],"toward":[17],"a":[18,38,62,90],"point,":[19],"individual,":[20],"component.":[22],"Positive,":[23],"negative,":[24],"and":[25,44,100],"unbiased":[26],"articulations":[27],"are":[28,114],"altogether":[29],"conceivable.":[30],"The":[31,67],"authors":[32,68],"this":[34],"exploration":[35],"have":[36],"built":[37],"dataset":[39],"Gujarati":[41,95],"film":[42],"audits":[43],"give":[45],"discoveries":[47],"produced":[48],"by":[49],"proposed":[51],"calculation":[52],"message":[53],"wake":[56],"performing":[58,115],"sentiment":[59],"utilising":[61],"five":[63],"different":[64,78],"machine":[65,79],"classifier.":[66],"fostered":[69],"various":[70],"datasets":[71],"to":[72,88,104,127],"test":[73],"our":[74],"calculation's":[75],"capacities":[76],"with":[77],"classifiers.":[80],"This":[81],"paper":[82],"clarifies":[83],"how":[84],"was":[86],"gathered":[87],"shape":[89],"dataset,":[91],"as":[92,94],"well":[93],"text":[96],"pre-handling,":[97],"include":[98],"determination,":[99],"order":[101],"techniques.":[102],"According":[103],"results":[106],"investigation,":[109],"all":[110],"classifiers":[113],"brilliantly,":[116],"generating":[117],"overall":[118],"precision":[119,130],"greater":[120],"than":[121],"75%,":[122],"however":[123],"KNN":[124],"unable":[126],"produce":[128],"preferred":[129],"above":[131],"others.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2022-10-03T00:00:00"}
