{"id":"https://openalex.org/W3094309870","doi":"https://doi.org/10.1109/icccnt49239.2020.9225355","title":"A Machine Learning Approach to Identify the Correlation and Association among the Students' Drug Addict Behavior","display_name":"A Machine Learning Approach to Identify the Correlation and Association among the Students' Drug Addict Behavior","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094309870","doi":"https://doi.org/10.1109/icccnt49239.2020.9225355","mag":"3094309870"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/5068691","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057933111","display_name":"Md. Mehedi Hassan","orcid":"https://orcid.org/0000-0002-9890-0968"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Mehedi Hassan","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046232641","display_name":"Zahrul Jannat Peya","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zahrul Jannat Peya","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043717001","display_name":"Sadika Zaman","orcid":"https://orcid.org/0000-0002-2011-2857"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sadika Zaman","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015258708","display_name":"Jarif Huda Angon","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Jarif Huda Angon","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005301097","display_name":"Afrin Islam Keya","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Afrin Islam Keya","raw_affiliation_strings":["North Western University, Khulna, Bangladesh"],"affiliations":[{"raw_affiliation_string":"North Western University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085811774","display_name":"Asaf Ud Dulla","orcid":null},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Asaf Ud Dulla","raw_affiliation_strings":["University of Dhaka"],"affiliations":[{"raw_affiliation_string":"University of Dhaka","institution_ids":["https://openalex.org/I205746353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057933111"],"corresponding_institution_ids":["https://openalex.org/I124386471"],"apc_list":null,"apc_paid":null,"fwci":1.3025,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81617575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13 1987","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10800","display_name":"Forensic Toxicology and Drug Analysis","score":0.9825999736785889,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.8607167601585388},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.8294879198074341},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.764798641204834},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6830978989601135},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6693240404129028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574199378490448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5211008787155151},{"id":"https://openalex.org/keywords/positive-correlation","display_name":"Positive correlation","score":0.4737333059310913},{"id":"https://openalex.org/keywords/drug-addict","display_name":"Drug addict","score":0.45721957087516785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4311792552471161},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.42920833826065063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3820468783378601},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3517995774745941},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33755725622177124},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19918382167816162},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1922028660774231},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10597535967826843}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8607167601585388},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.8294879198074341},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.764798641204834},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6830978989601135},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6693240404129028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574199378490448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5211008787155151},{"id":"https://openalex.org/C2986115478","wikidata":"https://www.wikidata.org/wiki/Q186290","display_name":"Positive correlation","level":2,"score":0.4737333059310913},{"id":"https://openalex.org/C2992382094","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Drug addict","level":3,"score":0.45721957087516785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4311792552471161},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.42920833826065063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3820468783378601},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3517995774745941},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33755725622177124},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19918382167816162},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1922028660774231},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10597535967826843},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:5068691","is_oa":true,"landing_page_url":"https://zenodo.org/record/5068691","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:5068691","is_oa":true,"landing_page_url":"https://zenodo.org/record/5068691","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2083435285","https://openalex.org/W2104396501","https://openalex.org/W2606184753","https://openalex.org/W2606489829","https://openalex.org/W2802282046","https://openalex.org/W3121557655","https://openalex.org/W4389153480"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2297208791","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779"],"abstract_inverted_index":{"Students":[0],"are":[1,15,94],"the":[2,56,73,76,87,126,140],"future":[3],"leaders":[4],"and":[5,32,82,161],"assets":[6],"of":[7,60,90,97,144],"a":[8,24,64],"country.":[9],"But":[10],"in":[11],"this":[12,33,41,48,102],"era":[13],"students":[14,31,81],"losing":[16],"their":[17],"education":[18],"level":[19],"for":[20,63,137,157],"drug":[21,61,91,98],"addiction.":[22,99],"So,":[23],"nation":[25],"must":[26],"be":[27],"concerned":[28],"about":[29,86],"these":[30],"social":[34],"problem.":[35],"And":[36,135],"we":[37,50,104,129,146,162],"need":[38],"to":[39,53,70,84,124],"solve":[40],"problem":[42],"as":[43,45],"soon":[44],"possible.":[46],"In":[47],"study,":[49,103],"have":[51,67,105,130,147],"tried":[52,69],"find":[54,71],"out":[55,72,139],"most":[57,141],"significant":[58,127],"causes":[59,89],"addiction":[62,92],"student.":[65],"We":[66],"also":[68,136],"correlation":[74],"among":[75],"factors.":[77],"Those":[78],"may":[79],"help":[80],"guardians":[83],"know":[85],"main":[88],"which":[93],"primary":[95],"steps":[96],"For":[100,121],"performing":[101],"collected":[106],"130":[107],"instances":[108],"data":[109],"from":[110,113],"various":[111],"universities":[112],"Bangladesh":[114],"where":[115],"each":[116],"has":[117],"13":[118],"unique":[119],"attributes.":[120],"processing":[122],"dataset":[123,145],"select":[125],"attributes,":[128],"used":[131,148,156],"Machine":[132],"learning":[133],"techniques.":[134,152],"finding":[138],"correlated":[142],"features":[143],"Association":[149],"Rule":[150,159],"Mining":[151,160],"Apriori":[153],"algorithm":[154],"is":[155],"implementing":[158],"found":[163],"8":[164],"rules.":[165]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-10-29T00:00:00"}
