{"id":"https://openalex.org/W4313203256","doi":"https://doi.org/10.1109/besc57393.2022.9995147","title":"Detecting Self-Esteem Level and Depressive Indication Due to Different Parenting Style Using Supervised Learning Techniques","display_name":"Detecting Self-Esteem Level and Depressive Indication Due to Different Parenting Style Using Supervised Learning Techniques","publication_year":2022,"publication_date":"2022-10-29","ids":{"openalex":"https://openalex.org/W4313203256","doi":"https://doi.org/10.1109/besc57393.2022.9995147"},"language":"en","primary_location":{"id":"doi:10.1109/besc57393.2022.9995147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc57393.2022.9995147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Behavioural and Social Computing (BESC)","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/A5069471041","display_name":"Abdullah Al Taawab","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdullah Al Taawab","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084249383","display_name":"Mahfuzzur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahfuzzur Rahman","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038389914","display_name":"Zawadul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zawadul Islam","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008776344","display_name":"Nafisa Mustari","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nafisa Mustari","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084157030","display_name":"Shaily Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shaily Roy","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051981813","display_name":"Md. Golam Rabiul Alam","orcid":"https://orcid.org/0000-0002-9054-7557"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Golam Rabiul Alam","raw_affiliation_strings":["Brac University,Department of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19975884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"94","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12488","display_name":"Mental Health via Writing","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10182","display_name":"Child and Adolescent Psychosocial and Emotional Development","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11519","display_name":"Digital Mental Health Interventions","score":0.9465000033378601,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.672048807144165},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5615304112434387},{"id":"https://openalex.org/keywords/self-esteem","display_name":"Self-esteem","score":0.5219273567199707},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5195205807685852},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5128470063209534},{"id":"https://openalex.org/keywords/depressive-symptoms","display_name":"Depressive symptoms","score":0.4691164791584015},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.45962655544281006},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.44818663597106934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40979015827178955},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3596256971359253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31078243255615234},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1401735246181488}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.672048807144165},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5615304112434387},{"id":"https://openalex.org/C2778319590","wikidata":"https://www.wikidata.org/wiki/Q10981881","display_name":"Self-esteem","level":2,"score":0.5219273567199707},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5195205807685852},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5128470063209534},{"id":"https://openalex.org/C3019858935","wikidata":"https://www.wikidata.org/wiki/Q4340209","display_name":"Depressive symptoms","level":3,"score":0.4691164791584015},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.45962655544281006},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.44818663597106934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40979015827178955},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3596256971359253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31078243255615234},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1401735246181488},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/besc57393.2022.9995147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc57393.2022.9995147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Behavioural and Social Computing (BESC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.bracu.ac.bd:10361/17215","is_oa":false,"landing_page_url":"http://hdl.handle.net/10361/17215","pdf_url":null,"source":{"id":"https://openalex.org/S4306402122","display_name":"BRAC University Institutional Repository (BRAC University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5518804","host_organization_name":"BRAC University","host_organization_lineage":["https://openalex.org/I5518804"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1602589678","https://openalex.org/W2410655835","https://openalex.org/W2889097229","https://openalex.org/W2900555787","https://openalex.org/W2914101977","https://openalex.org/W2916009164","https://openalex.org/W2924650674","https://openalex.org/W2927148761","https://openalex.org/W3194919803","https://openalex.org/W6635792537","https://openalex.org/W6714719861","https://openalex.org/W6784642308"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2002676960"],"abstract_inverted_index":{"Uprising":[0],"a":[1,4,11],"child":[2],"is":[3,10,48],"psychological":[5,92],"construct":[6],"of":[7,13,24,45,61,69,76,85,97,137],"parents,":[8],"which":[9,36],"combination":[12],"factors":[14],"that":[15],"evolves":[16],"over":[17],"time":[18],"with":[19],"the":[20,25,67,74,112,115],"growth":[21],"and":[22,66,93,100,122,141],"development":[23],"child.":[26],"Parenting":[27],"techniques":[28],"can":[29,133],"approach":[30],"depressive":[31],"symptoms":[32],"in":[33],"children\u2019s":[34],"mind,":[35],"also":[37],"influences":[38],"their":[39,70,138],"self-confidence":[40],"level.":[41],"The":[42],"main":[43],"objective":[44],"this":[46],"research":[47,132],"to":[49,54,64,73,106],"use":[50],"supervised":[51,113],"learning":[52],"models":[53],"detect":[55],"different":[56],"parenting":[57],"styles,":[58],"depression":[59,108],"indications":[60],"adolescents":[62],"due":[63],"parenting,":[65],"level":[68],"self-esteem.":[71],"Due":[72],"absence":[75],"publicly":[77],"available":[78],"data,":[79],"we":[80],"created":[81],"our":[82],"own":[83],"dataset":[84],"about":[86],"500":[87],"survey":[88],"responses.":[89],"Additionally,":[90],"eleven":[91],"nine":[94],"linguistic":[95],"attributes":[96],"Linguistic":[98],"Inquiry":[99],"Word":[101],"Count(LIWC)":[102],"have":[103],"been":[104],"utilized":[105],"identify":[107],"indications.":[109],"Among":[110],"all":[111],"models,":[114],"Logistic":[116],"Regression(":[117],"LR),":[118],"Gradient":[119],"Boost":[120],"Classifier(GBC),":[121],"Bi-Directional":[123],"LSTM(Bi-LSTM)":[124],"provide":[125],"better":[126],"results":[127],"than":[128],"other":[129],"models.":[130],"This":[131],"improve":[134],"parents\u2019":[135],"understanding":[136],"child\u2019s":[139],"psychology":[140],"encourage":[142],"deeper":[143],"conversations":[144],"on":[145],"practical":[146],"life.":[147]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}