{"id":"https://openalex.org/W3119263643","doi":"https://doi.org/10.1109/acit50332.2020.9299964","title":"Mining Patients' Reviews in Online Health Communities for Adverse Drug Reaction Detection of Antiepileptic Drugs","display_name":"Mining Patients' Reviews in Online Health Communities for Adverse Drug Reaction Detection of Antiepileptic Drugs","publication_year":2020,"publication_date":"2020-11-28","ids":{"openalex":"https://openalex.org/W3119263643","doi":"https://doi.org/10.1109/acit50332.2020.9299964","mag":"3119263643"},"language":"en","primary_location":{"id":"doi:10.1109/acit50332.2020.9299964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit50332.2020.9299964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 21st International Arab Conference on Information Technology (ACIT)","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/A5089484025","display_name":"Anwar Ali Yahya","orcid":"https://orcid.org/0000-0001-5211-1878"},"institutions":[{"id":"https://openalex.org/I288216842","display_name":"Thamar University","ror":"https://ror.org/04tsbkh63","country_code":"YE","type":"education","lineage":["https://openalex.org/I288216842"]}],"countries":["YE"],"is_corresponding":true,"raw_author_name":"Anwar Ali Yahya","raw_affiliation_strings":["Department of Computer Science, Thamar University, Thamar, Yemen"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Thamar University, Thamar, Yemen","institution_ids":["https://openalex.org/I288216842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024088117","display_name":"Yousef Asiri","orcid":"https://orcid.org/0000-0001-7955-4468"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yousef Asiri","raw_affiliation_strings":["Department of Computer Science, Najran University, Najran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046801475","display_name":"Ibrahim Alyami","orcid":"https://orcid.org/0000-0001-8491-8780"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ibrahim Alyami","raw_affiliation_strings":["Department of Computer Science, Najran University, Najran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Najran University, Najran, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089484025"],"corresponding_institution_ids":["https://openalex.org/I288216842"],"apc_list":null,"apc_paid":null,"fwci":0.1504,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45085151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9947999715805054,"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/T11492","display_name":"Academic integrity and plagiarism","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pharmacovigilance","display_name":"Pharmacovigilance","score":0.7719178795814514},{"id":"https://openalex.org/keywords/bigram","display_name":"Bigram","score":0.6869730949401855},{"id":"https://openalex.org/keywords/trigram","display_name":"Trigram","score":0.6800099611282349},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.628602921962738},{"id":"https://openalex.org/keywords/adverse-effect","display_name":"Adverse effect","score":0.5551651120185852},{"id":"https://openalex.org/keywords/adverse-drug-reaction","display_name":"Adverse drug reaction","score":0.48484766483306885},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4706771969795227},{"id":"https://openalex.org/keywords/drug-reaction","display_name":"Drug reaction","score":0.4671311676502228},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35956794023513794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3498602509498596},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.29889214038848877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24429872632026672},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.175795316696167}],"concepts":[{"id":"https://openalex.org/C57658597","wikidata":"https://www.wikidata.org/wiki/Q1550789","display_name":"Pharmacovigilance","level":3,"score":0.7719178795814514},{"id":"https://openalex.org/C108757681","wikidata":"https://www.wikidata.org/wiki/Q2773912","display_name":"Bigram","level":3,"score":0.6869730949401855},{"id":"https://openalex.org/C137546455","wikidata":"https://www.wikidata.org/wiki/Q3213474","display_name":"Trigram","level":2,"score":0.6800099611282349},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.628602921962738},{"id":"https://openalex.org/C197934379","wikidata":"https://www.wikidata.org/wiki/Q2047938","display_name":"Adverse effect","level":2,"score":0.5551651120185852},{"id":"https://openalex.org/C2780542314","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Adverse drug reaction","level":3,"score":0.48484766483306885},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4706771969795227},{"id":"https://openalex.org/C2993432071","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Drug reaction","level":3,"score":0.4671311676502228},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35956794023513794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3498602509498596},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.29889214038848877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24429872632026672},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.175795316696167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit50332.2020.9299964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit50332.2020.9299964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 21st International Arab Conference on Information Technology (ACIT)","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":28,"referenced_works":["https://openalex.org/W34638141","https://openalex.org/W602309961","https://openalex.org/W1841433433","https://openalex.org/W1970591197","https://openalex.org/W1988100739","https://openalex.org/W2025857782","https://openalex.org/W2047805825","https://openalex.org/W2067822090","https://openalex.org/W2104088534","https://openalex.org/W2134845326","https://openalex.org/W2140190241","https://openalex.org/W2153972688","https://openalex.org/W2160290137","https://openalex.org/W2165798627","https://openalex.org/W2171469118","https://openalex.org/W2291928379","https://openalex.org/W2303394219","https://openalex.org/W2307731344","https://openalex.org/W2489792733","https://openalex.org/W2808345718","https://openalex.org/W2912026815","https://openalex.org/W2912695917","https://openalex.org/W2914959885","https://openalex.org/W2969599115","https://openalex.org/W3007327041","https://openalex.org/W3139464191","https://openalex.org/W6792732574","https://openalex.org/W6800252948"],"related_works":["https://openalex.org/W2995438986","https://openalex.org/W2377282230","https://openalex.org/W1606297102","https://openalex.org/W2520672216","https://openalex.org/W2026160434","https://openalex.org/W2521950182","https://openalex.org/W2043382072","https://openalex.org/W2765846794","https://openalex.org/W1613393071","https://openalex.org/W3217755940"],"abstract_inverted_index":{"In":[0],"pharmacovigilance,":[1],"the":[2,46,55,66,84,115],"detection":[3],"of":[4,11,26,32,59,68,96,119],"adverse":[5,23,56,73,88,98,131],"drug":[6,24,57,62,74,89,99,104,132],"reactions":[7,25,58,75,100,133],"is":[8,43,80,105],"a":[9,17,30,128],"task":[10],"utmost":[12],"importance.":[13],"This":[14],"paper":[15],"presents":[16],"data":[18],"mining-based":[19],"method":[20],"to":[21,82],"detect":[22],"anti-epileptic":[27,61,103],"drugs":[28],"from":[29,36],"dataset":[31,42],"patients'":[33,121],"reviews":[34,122],"collected":[35],"an":[37],"online":[38,124],"health":[39,70,125],"community.":[40],"The":[41,112],"preprocessed":[44],"and":[45,49,53,72,91,107,117],"unigram,":[47],"bigram,":[48],"trigram":[50],"are":[51,63],"generated":[52,106],"then":[54],"each":[60,87,102],"extracted":[64],"with":[65],"help":[67],"consumer":[69],"vocabulary":[71],"lexicon.":[76],"Proportional":[77],"reporting":[78],"ratio":[79],"used":[81],"measure":[83],"association":[85],"between":[86],"reaction":[90],"antiepileptic":[92],"drug.":[93],"A":[94],"list":[95],"ranked":[97],"for":[101,130],"validated":[108],"against":[109],"Drugs.com":[110],"database.":[111],"results":[113],"show":[114],"validity":[116],"utility":[118],"using":[120],"in":[123],"communities":[126],"as":[127],"source":[129],"detection.":[134]},"counts_by_year":[{"year":2024,"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"}
