{"id":"https://openalex.org/W4401050204","doi":"https://doi.org/10.30865/mib.v8i1.7177","title":"Pengembangan Chatbot Kesehatan Mental Menggunakan Algoritma Long Short-Term Memory","display_name":"Pengembangan Chatbot Kesehatan Mental Menggunakan Algoritma Long Short-Term Memory","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4401050204","doi":"https://doi.org/10.30865/mib.v8i1.7177"},"language":"en","primary_location":{"id":"doi:10.30865/mib.v8i1.7177","doi":"https://doi.org/10.30865/mib.v8i1.7177","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30865/mib.v8i1.7177","pdf_url":null,"source":{"id":"https://openalex.org/S4210182618","display_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","issn_l":"2548-8368","issn":["2548-8368","2614-5278"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://dx.doi.org/10.30865/mib.v8i1.7177","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106007557","display_name":"Fajarudin Zakariya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210127958","display_name":"Universitas Dian Nuswantoro","ror":"https://ror.org/02csxcg02","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127958"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Fajarudin Zakariya","raw_affiliation_strings":["Universitas Dian Nuswantoro, Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Dian Nuswantoro, Semarang","institution_ids":["https://openalex.org/I4210127958"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059356972","display_name":"Junta Zeniarja","orcid":"https://orcid.org/0000-0001-5009-666X","observed_orcids":["https://orcid.org/0000-0001-5009-666X"]},"institutions":[{"id":"https://openalex.org/I4210127958","display_name":"Universitas Dian Nuswantoro","ror":"https://ror.org/02csxcg02","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127958"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Junta Zeniarja","raw_affiliation_strings":["Universitas Dian Nuswantoro, Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Dian Nuswantoro, Semarang","institution_ids":["https://openalex.org/I4210127958"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079721228","display_name":"Sri Winarno","orcid":"https://orcid.org/0000-0002-6801-2767","observed_orcids":["https://orcid.org/0000-0002-6801-2767"]},"institutions":[{"id":"https://openalex.org/I4210127958","display_name":"Universitas Dian Nuswantoro","ror":"https://ror.org/02csxcg02","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127958"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Sri Winarno","raw_affiliation_strings":["Universitas Dian Nuswantoro, Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Dian Nuswantoro, Semarang","institution_ids":["https://openalex.org/I4210127958"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059356972","https://openalex.org/A5079721228","https://openalex.org/A5106007557"],"corresponding_institution_ids":["https://openalex.org/I4210127958"],"apc_list":null,"apc_paid":null,"fwci":3.5956,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93024624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"251","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5746999979019165,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5746999979019165,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.08649999648332596,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04360000044107437,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/mental-health-chatbots","display_name":"mental health chatbots","score":0.9819999933242798},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.8479999899864197},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.6859999895095825},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.7039999961853027},{"id":"https://openalex.org/keywords/mental-health-information","display_name":"mental health information","score":0.5669999718666077},{"id":"https://openalex.org/keywords/coping-with-stress","display_name":"stress coping","score":0.6200000047683716},{"id":"https://openalex.org/keywords/mental-health-prevention","display_name":"mental health prevention","score":0.546999990940094},{"id":"https://openalex.org/keywords/chatbot-development","display_name":"chatbot development","score":0.574999988079071},{"id":"https://openalex.org/keywords/flask","display_name":"Flask","score":0.7260000109672546}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8820263147354126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7034823894500732},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6964293122291565},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5239474773406982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4865376055240631},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48119455575942993},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.47798246145248413},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.47583723068237305},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44393235445022583},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4228583574295044},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36830875277519226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.352979838848114},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3121989965438843},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16173532605171204},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.30865/mib.v8i1.7177","doi":"https://doi.org/10.30865/mib.v8i1.7177","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30865/mib.v8i1.7177","pdf_url":null,"source":{"id":"https://openalex.org/S4210182618","display_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","issn_l":"2548-8368","issn":["2548-8368","2614-5278"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.30865/mib.v8i1.7177","doi":"https://doi.org/10.30865/mib.v8i1.7177","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30865/mib.v8i1.7177","pdf_url":null,"source":{"id":"https://openalex.org/S4210182618","display_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","issn_l":"2548-8368","issn":["2548-8368","2614-5278"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JURNAL MEDIA INFORMATIKA BUDIDARMA","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9537000060081482,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2914719353","https://openalex.org/W2977890823","https://openalex.org/W3005272920","https://openalex.org/W3028999579","https://openalex.org/W3035119815","https://openalex.org/W3035245013","https://openalex.org/W3097863688","https://openalex.org/W3111892971","https://openalex.org/W3127113769","https://openalex.org/W3145269164","https://openalex.org/W3165812585","https://openalex.org/W3181585835","https://openalex.org/W3198314860","https://openalex.org/W4245649743","https://openalex.org/W4281685561","https://openalex.org/W4311615818","https://openalex.org/W4389401326","https://openalex.org/W4401050832"],"related_works":["https://openalex.org/W6999439755","https://openalex.org/W4403371130","https://openalex.org/W7171532719","https://openalex.org/W7170317931","https://openalex.org/W4411840535","https://openalex.org/W7122547237","https://openalex.org/W4407352255","https://openalex.org/W7163205344","https://openalex.org/W4403919822","https://openalex.org/W7081981282"],"abstract_inverted_index":{"Mental":[0],"health":[1,39,53,156],"has":[2,40],"now":[3],"become":[4,41],"a":[5,65,111,196],"crucial":[6],"aspect":[7],"of":[8,22,37,51,59,83,91,99,140,190,194,198,203],"contemporary":[9],"society,":[10],"especially":[11],"in":[12,31,153,174,222],"Indonesia.":[13],"This":[14],"reflects":[15],"the":[16,25,45,49,78,81,89,96,102,105,116,122,130,133,160,215,219],"emotional,":[17],"psychological,":[18],"and":[19,70,109,125,164,178,200],"social":[20],"well-being":[21],"individuals,":[23],"encompassing":[24],"ability":[26],"to":[27,47,63,126,147,162],"cope":[28],"with":[29,77],"stress":[30],"daily":[32],"life.":[33],"A":[34],"comprehensive":[35],"understanding":[36,179],"mental":[38,52,75,92,155],"highly":[42,172],"important":[43],"for":[44,73,115,218],"community":[46],"prevent":[48],"occurrence":[50],"problems":[54],"or":[55],"disorders.":[56],"The":[57,119,183],"objective":[58],"this":[60,84,100,223],"research":[61],"is":[62,225],"design":[64],"chatbot":[66,85,117,220],"as":[67],"an":[68,188],"information":[69],"solution":[71],"hub":[72],"maintaining":[74],"health,":[76],"hope":[79],"that":[80,213],"development":[82,97,120,224],"can":[86,170,210],"help":[87],"reduce":[88],"risk":[90],"health-related":[93],"issues.":[94],"In":[95],"process":[98],"chatbot,":[101],"author":[103],"applies":[104],"AI":[106],"Project":[107],"Cycle":[108],"utilizes":[110],"deep":[112],"learning":[113],"approach":[114],"model.":[118],"involves":[121],"Flask":[123],"platform,":[124],"achieve":[127],"high":[128],"accuracy,":[129],"model":[131,161,186,221],"employs":[132],"Long":[134],"Short-Term":[135],"Memory":[136],"(LSTM)":[137],"architecturea":[138],"type":[139],"recurrent":[141],"neural":[142],"network":[143],"(RNN)":[144],"specifically":[145],"designed":[146],"handle":[148],"long-term":[149,166],"dependency":[150],"issues":[151],"common":[152],"complex":[154],"contexts.":[157],"LSTM":[158,185,216],"enables":[159],"store":[163],"access":[165],"contextual":[167],"information,":[168],"which":[169],"be":[171,211],"beneficial":[173],"providing":[175],"accurate":[176],"solutions":[177],"emotional":[180],"condition":[181],"changes.":[182],"trained":[184],"demonstrates":[187],"accuracy":[189,193],"93%,":[191],"validation":[192,201],"82%,":[195],"loss":[197,202],"0.3%,":[199],"1.6%":[204],"after":[205],"200":[206],"epochs.":[207],"Therefore,":[208],"it":[209],"concluded":[212],"using":[214],"algorithm":[217],"quite":[226],"effective.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-31T00:00:00"}