{"id":"https://openalex.org/W4283015259","doi":"https://doi.org/10.1109/icaaic53929.2022.9793206","title":"Predicting Doctor Ratings from User Reviews using Deep Learning","display_name":"Predicting Doctor Ratings from User Reviews using Deep Learning","publication_year":2022,"publication_date":"2022-05-09","ids":{"openalex":"https://openalex.org/W4283015259","doi":"https://doi.org/10.1109/icaaic53929.2022.9793206"},"language":"en","primary_location":{"id":"doi:10.1109/icaaic53929.2022.9793206","doi":"https://doi.org/10.1109/icaaic53929.2022.9793206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaaic53929.2022.9793206","pdf_url":null,"source":{"id":"https://openalex.org/S4363607845","display_name":"International Conference on Applied Artificial Intelligence and Computing (ICAAIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5059527116","display_name":"Yash Jhaveri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I212738717","display_name":"Dwarkadas J. Sanghvi College of Engineering","ror":"https://ror.org/04d4hxn32","country_code":"IN","type":"education","lineage":["https://openalex.org/I212738717"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yash Jhaveri","raw_affiliation_strings":["Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","institution_ids":["https://openalex.org/I212738717"]},{"raw_affiliation_string":"Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I212738717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071763616","display_name":"Tanay Gandhi","orcid":"https://orcid.org/0000-0002-1159-054X","observed_orcids":["https://orcid.org/0000-0002-1159-054X"]},"institutions":[{"id":"https://openalex.org/I212738717","display_name":"Dwarkadas J. Sanghvi College of Engineering","ror":"https://ror.org/04d4hxn32","country_code":"IN","type":"education","lineage":["https://openalex.org/I212738717"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanay Gandhi","raw_affiliation_strings":["Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","institution_ids":["https://openalex.org/I212738717"]},{"raw_affiliation_string":"Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I212738717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064665352","display_name":"Tanay Naik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I212738717","display_name":"Dwarkadas J. Sanghvi College of Engineering","ror":"https://ror.org/04d4hxn32","country_code":"IN","type":"education","lineage":["https://openalex.org/I212738717"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanay Naik","raw_affiliation_strings":["Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","institution_ids":["https://openalex.org/I212738717"]},{"raw_affiliation_string":"Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I212738717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069456077","display_name":"Shubh Nisar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I212738717","display_name":"Dwarkadas J. Sanghvi College of Engineering","ror":"https://ror.org/04d4hxn32","country_code":"IN","type":"education","lineage":["https://openalex.org/I212738717"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubh Nisar","raw_affiliation_strings":["Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","institution_ids":["https://openalex.org/I212738717"]},{"raw_affiliation_string":"Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I212738717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036852403","display_name":"Pankaj Sonawane","orcid":"https://orcid.org/0000-0002-9422-7083","observed_orcids":["https://orcid.org/0000-0002-9422-7083"]},"institutions":[{"id":"https://openalex.org/I212738717","display_name":"Dwarkadas J. Sanghvi College of Engineering","ror":"https://ror.org/04d4hxn32","country_code":"IN","type":"education","lineage":["https://openalex.org/I212738717"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Sonawane","raw_affiliation_strings":["Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dwarkadas J. Sanghvi College Of Engineering,Computer Engineering,Mumbai,India","institution_ids":["https://openalex.org/I212738717"]},{"raw_affiliation_string":"Computer Engineering, Dwarkadas J. Sanghvi College Of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I212738717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I212738717"],"apc_list":null,"apc_paid":null,"fwci":0.3143,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4979102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"641","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.8695999979972839,"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":0.8695999979972839,"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/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.07680000364780426,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14416","display_name":"Health, Technology, Consumer Behavior","score":0.009200000204145908,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/patient-satisfaction","display_name":"patient satisfaction","score":0.8119999766349792},{"id":"https://openalex.org/keywords/patient-dissatisfaction","display_name":"patient dissatisfaction","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.7545171976089478},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.6042572855949402},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5876061916351318},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5125188827514648},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.4798683524131775},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4029797911643982},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.35538002848625183},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3403751254081726},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3381631374359131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29226991534233093},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26898887753486633},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08020097017288208},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaaic53929.2022.9793206","doi":"https://doi.org/10.1109/icaaic53929.2022.9793206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaaic53929.2022.9793206","pdf_url":null,"source":{"id":"https://openalex.org/S4363607845","display_name":"International Conference on Applied Artificial Intelligence and Computing (ICAAIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1865399354","https://openalex.org/W2019438374","https://openalex.org/W2086147996","https://openalex.org/W2148830595","https://openalex.org/W2157783825","https://openalex.org/W2736586425","https://openalex.org/W2896457183","https://openalex.org/W2943076210","https://openalex.org/W2952060378","https://openalex.org/W2963341956","https://openalex.org/W2978017171","https://openalex.org/W3138809155","https://openalex.org/W4297685746"],"related_works":["https://openalex.org/W4319789877","https://openalex.org/W2736586425","https://openalex.org/W3011318385","https://openalex.org/W2594843897","https://openalex.org/W2231608773","https://openalex.org/W2153673727","https://openalex.org/W2924886907","https://openalex.org/W4385059921","https://openalex.org/W4391904063","https://openalex.org/W2890040866"],"abstract_inverted_index":{"An":[0],"increasing":[1],"number":[2],"of":[3,36,75],"doctor":[4,77,85],"reviews":[5,78,87,99],"are":[6],"being":[7],"generated":[8],"by":[9],"patients":[10],"on":[11,84],"the":[12,20],"internet":[13,21],"daily.":[14],"Individuals":[15],"more":[16,55],"often":[17],"turn":[18],"to":[19,22,53,61,70],"find":[23],"and":[24,28,45,79,88],"exchange":[25],"health-related":[26,39],"data,":[27],"this":[29],"predilection":[30],"has":[31],"resulted":[32],"in":[33],"a":[34],"profusion":[35],"user":[37],"yielded":[38],"material,":[40],"particularly":[41],"web-based":[42],"physician":[43],"ratings":[44],"reviews.":[46],"Doctor":[47],"evaluation":[48],"websites":[49],"can":[50],"encourage":[51],"people":[52],"make":[54],"considered":[56],"decisions":[57],"when":[58],"it":[59],"comes":[60],"seeking":[62],"healthcare":[63],"professionals":[64],"for":[65,100],"quality":[66],"treatment.":[67],"We":[68,93],"aim":[69],"complete":[71],"an":[72],"extensive":[73],"analysis":[74],"online":[76],"examine":[80],"patient":[81,98],"(dis)satisfaction":[82],"based":[83],"enforcement":[86],"forecast":[89],"their":[90],"numeric":[91],"ratings.":[92],"have":[94],"analyzed":[95],"over":[96],"12000":[97],"around":[101],"530":[102],"doctors.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-06-18T00:00:00"}