{"id":"https://openalex.org/W4408919005","doi":"https://doi.org/10.1515/comp-2025-0025","title":"A novel behavioral health care dataset creation from multiple drug review datasets and drugs prescription using EDA","display_name":"A novel behavioral health care dataset creation from multiple drug review datasets and drugs prescription using EDA","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408919005","doi":"https://doi.org/10.1515/comp-2025-0025"},"language":"en","primary_location":{"id":"doi:10.1515/comp-2025-0025","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2025-0025","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/comp-2025-0025/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyterbrill.com/document/doi/10.1515/comp-2025-0025/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024062938","display_name":"Prabhakar Gantela","orcid":"https://orcid.org/0000-0001-9167-8842"},"institutions":[{"id":"https://openalex.org/I267325792","display_name":"Mizan Tepi University","ror":"https://ror.org/03bs4te22","country_code":"ET","type":"education","lineage":["https://openalex.org/I267325792"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Prabhakar Gantela","raw_affiliation_strings":["Department of Information Technology, Mizan Tepi University , Tepi Campus , Tepi, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Mizan Tepi University , Tepi Campus , Tepi, Ethiopia","institution_ids":["https://openalex.org/I267325792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012884704","display_name":"Merlin Linda George","orcid":null},"institutions":[{"id":"https://openalex.org/I2801452159","display_name":"Vignana Jyothi Institute of Management","ror":"https://ror.org/02ken4f88","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801452159"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Merlin Linda George","raw_affiliation_strings":["Department of Computer Science and Engineering, Vidya Jyothi Institute of Technology , Hyderabad , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Vidya Jyothi Institute of Technology , Hyderabad , India","institution_ids":["https://openalex.org/I2801452159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001251247","display_name":"Sudheer Reddy Bandi","orcid":"https://orcid.org/0000-0002-7761-6984"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sudheer Reddy Bandi","raw_affiliation_strings":["Department of Computer Science and Engineering, Swarna Bharathi Institute of Science and Technology , Khammam , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Swarna Bharathi Institute of Science and Technology , Khammam , India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116046396","display_name":"Nagamani Samineni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nagamani Samineni","raw_affiliation_strings":["Department of Computer Science and Engineering, Swarna Bharathi Institute of Science and Technology , Khammam , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Swarna Bharathi Institute of Science and Technology , Khammam , India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116828342","display_name":"Sonkoju Nagarjuna Chary","orcid":null},"institutions":[{"id":"https://openalex.org/I2801452159","display_name":"Vignana Jyothi Institute of Management","ror":"https://ror.org/02ken4f88","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801452159"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonkoju Nagarjuna Chary","raw_affiliation_strings":["Department of Electronics and Instrumentation Engineering, VNR Vignan Jyothi College of Engineering and Technology , Hyderabad , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Instrumentation Engineering, VNR Vignan Jyothi College of Engineering and Technology , Hyderabad , India","institution_ids":["https://openalex.org/I2801452159"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":2.0182,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87195238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.97079998254776,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.97079998254776,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9516000151634216,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9413999915122986,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.6643663644790649},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.6267421245574951},{"id":"https://openalex.org/keywords/prescription-drug","display_name":"Prescription drug","score":0.5674566030502319},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.468959242105484},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46453553438186646},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.410754919052124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3595196008682251},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3333004117012024},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.30045825242996216},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06218275427818298}],"concepts":[{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.6643663644790649},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.6267421245574951},{"id":"https://openalex.org/C2778858636","wikidata":"https://www.wikidata.org/wiki/Q1643563","display_name":"Prescription drug","level":3,"score":0.5674566030502319},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.468959242105484},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46453553438186646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.410754919052124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3595196008682251},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3333004117012024},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.30045825242996216},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06218275427818298},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/comp-2025-0025","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2025-0025","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/comp-2025-0025/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0795dd2e284a4d539a3fbc09063b8ee0","is_oa":true,"landing_page_url":"https://doaj.org/article/0795dd2e284a4d539a3fbc09063b8ee0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Open Computer Science, Vol 15, Iss 1, Pp pp. 851-864 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/comp-2025-0025","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2025-0025","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/comp-2025-0025/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408919005.pdf","grobid_xml":"https://content.openalex.org/works/W4408919005.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1579483555","https://openalex.org/W1995243833","https://openalex.org/W2466694485","https://openalex.org/W2885069035","https://openalex.org/W2910027896","https://openalex.org/W2920469871","https://openalex.org/W2985355520","https://openalex.org/W3007475496","https://openalex.org/W3035127876","https://openalex.org/W3045381613","https://openalex.org/W3082767440","https://openalex.org/W3109732498","https://openalex.org/W3160363665","https://openalex.org/W3186636591","https://openalex.org/W4226018502","https://openalex.org/W4231804170","https://openalex.org/W4280639694","https://openalex.org/W4309490745","https://openalex.org/W4313335309","https://openalex.org/W4315697803","https://openalex.org/W4318918835","https://openalex.org/W6888976121","https://openalex.org/W6945062736"],"related_works":["https://openalex.org/W2361820086","https://openalex.org/W4388487825","https://openalex.org/W2368224867","https://openalex.org/W3029903131","https://openalex.org/W3111030087","https://openalex.org/W2341334583","https://openalex.org/W2385685139","https://openalex.org/W3151315576","https://openalex.org/W1960377041","https://openalex.org/W2413810328"],"abstract_inverted_index":{"Abstract":[0],"In":[1,160],"the":[2,5,52,82,96,122,126,133,143,147,154,161,187,192,204],"current":[3],"age,":[4],"mental":[6],"condition":[7,86,127],"of":[8,69,95,125,145,149,186],"people":[9,49],"varies":[10],"rapidly":[11],"due":[12],"to":[13,80,103,120,190],"various":[14,27,75],"factors":[15,28],"such":[16,33,90,210],"as":[17,34,91,211],"social":[18],"relationships,":[19],"eating":[20],"disorders,":[21],"and":[22,42,60,77,85,98,153,217],"economic":[23],"crisis.":[24],"There":[25,73],"are":[26,46,74,108,178],"that":[29,141,177],"can":[30],"be":[31],"overcome,":[32],"regular":[35],"exercise,":[36],"community":[37],"engagement,":[38],"meditation,":[39],"reading":[40],"books,":[41],"yoga.":[43],"But":[44],"there":[45,64],"situations":[47],"where":[48],"cannot":[50],"undergo":[51],"mentioned":[53],"strategies.":[54],"As":[55],"advances":[56],"in":[57,110,195],"data":[58,62,111,115,117,158],"science":[59],"big":[61],"continue,":[63],"is":[65,167,189,200],"an":[66],"increasing":[67],"availability":[68],"drug":[70,84,175],"review":[71],"datasets.":[72,182],"manual":[76],"traditional":[78],"approaches":[79],"identify":[81,121],"proper":[83,123],"with":[87,128,180],"some":[88],"flaws":[89],"overtime,":[92],"measurement":[93],"error":[94],"drug,":[97],"high":[99],"computational":[100],"complexity.":[101],"Due":[102],"these":[104],"barriers,":[105],"cutting-edge":[106],"technologies":[107],"involved":[109],"exploration":[112],"(data":[113],"cleaning,":[114],"transformation,":[116],"integration,":[118],"etc.)":[119],"prescription":[124,205],"machine":[129],"learning":[130],"approaches.":[131],"Furthermore,":[132],"proposed":[134],"work":[135,188,199],"has":[136],"a":[137,150,164],"threefold":[138],"unique":[139],"approach":[140],"includes":[142],"integration":[144],"datasets,":[146],"creation":[148],"new":[151],"dataset,":[152],"focus":[155],"on":[156,172],"exploratory":[157],"analysis.":[159],"final":[162],"step,":[163],"novel":[165],"dataset":[166],"created":[168],"from":[169],"multiple":[170],"datasets":[171],"behavioral":[173],"healthcare":[174],"reviews":[176],"compared":[179],"individual":[181],"The":[183,198],"main":[184],"objective":[185],"satisfy":[191],"customer\u2019s":[193],"health":[194,208],"all":[196],"aspects.":[197],"verified":[201],"by":[202],"identifying":[203],"for":[206],"popular":[207],"conditions":[209],"anxiety,":[212],"depression,":[213],"insomnia,":[214],"panic":[215],"disorder,":[216],"bipolar":[218],"disorder.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-03-28T00:00:00"}