{"id":"https://openalex.org/W4409917605","doi":"https://doi.org/10.1109/ocit65031.2024.00076","title":"ML Tool to Identify the Correlation Between Student Mental Factors and Their Performances","display_name":"ML Tool to Identify the Correlation Between Student Mental Factors and Their Performances","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4409917605","doi":"https://doi.org/10.1109/ocit65031.2024.00076"},"language":"en","primary_location":{"id":"doi:10.1109/ocit65031.2024.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","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/A5034420282","display_name":"S. Supriya","orcid":"https://orcid.org/0009-0003-5034-7950"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Supriya S","raw_affiliation_strings":["The National Institute of Engineering (VTU Affiliation),Department of Information Science,Mysuru,India"],"affiliations":[{"raw_affiliation_string":"The National Institute of Engineering (VTU Affiliation),Department of Information Science,Mysuru,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117372817","display_name":"S Kuzhalvaimozhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Kuzhalvaimozhi","raw_affiliation_strings":["The National Institute of Engineering (VTU Affiliation),Department of Information Science,Mysuru,India"],"affiliations":[{"raw_affiliation_string":"The National Institute of Engineering (VTU Affiliation),Department of Information Science,Mysuru,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034420282"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30783995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.72079998254776,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.72079998254776,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.6722999811172485,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6917005181312561},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675382614135742},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12743422389030457}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6917005181312561},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675382614135742},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12743422389030457},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit65031.2024.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","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":14,"referenced_works":["https://openalex.org/W2049221022","https://openalex.org/W2947352183","https://openalex.org/W3010892642","https://openalex.org/W3153225935","https://openalex.org/W3159574944","https://openalex.org/W3205050784","https://openalex.org/W4214866057","https://openalex.org/W4220861030","https://openalex.org/W4301824175","https://openalex.org/W4404033210","https://openalex.org/W4410297409","https://openalex.org/W6793120859","https://openalex.org/W6805673603","https://openalex.org/W6806014963"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"education":[1],"system":[2],"plays":[3],"a":[4,17,83,93],"vital":[5],"role":[6],"in":[7,72],"shaping":[8],"careers,":[9],"and":[10,31,64,121,127],"student":[11,106],"mental":[12,28,45,73,97],"health":[13,29,46,74,98],"has":[14],"emerged":[15],"as":[16],"critical":[18],"area":[19],"of":[20,96],"research.":[21],"This":[22],"study":[23],"investigates":[24],"the":[25,67],"correlation":[26],"between":[27],"factors":[30,47,104],"academic":[32,38,89,100],"performance,":[33],"aiming":[34],"to":[35,87,123],"predict":[36,88],"students'":[37],"outcomes":[39],"using":[40,113],"machine":[41],"learning":[42],"algorithms.":[43],"Key":[44],"analyzed":[48],"include":[49],"gender,":[50],"pressure,":[51],"family":[52],"issues,":[53],"fear,":[54,63],"anxiety,":[55],"obsession,":[56],"paranoia,":[57],"nervousness,":[58],"injury,":[59],"interpersonal":[60],"sensitivity,":[61],"stage":[62],"stress.":[65],"Using":[66],"Eclat":[68],"algorithm,":[69],"frequent":[70],"patterns":[71],"data":[75],"were":[76,79],"identified,":[77],"which":[78],"then":[80],"processed":[81],"by":[82],"Naive":[84],"Bayes":[85],"classifier":[86],"performance.":[90],"Results":[91],"reveal":[92],"significant":[94],"impact":[95],"on":[99],"outcomes,":[101],"highlighting":[102],"essential":[103],"influencing":[105],"success.":[107],"A":[108],"real-time":[109],"web":[110],"platform,":[111],"developed":[112],"Microsoft":[114],"technologies,":[115],"supports":[116],"predictive":[117],"insights,":[118],"allowing":[119],"educators":[120],"policymakers":[122],"identify":[124],"at-risk":[125],"students":[126],"implement":[128],"timely":[129],"interventions.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
