{"id":"https://openalex.org/W176375664","doi":null,"title":"A data mining approach to profiling of MBA students","display_name":"A data mining approach to profiling of MBA students","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W176375664","mag":"176375664"},"language":"en","primary_location":{"id":"pmh:oai:repo.uum.edu.my:7907","doi":null,"is_oa":false,"landing_page_url":"https://repo.uum.edu.my/id/eprint/7907/1/Pro.pdf","pdf_url":"https://repo.uum.edu.my/id/eprint/7907/1/Pro.pdf","source":{"id":"https://openalex.org/S4306400886","display_name":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I65079550","host_organization_name":"Universiti Malaysia Perlis","host_organization_lineage":["https://openalex.org/I65079550"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Monograph"},"volume":null,"type":"book","is_traditional":true,"indexed_in":[],"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/A5110426351","display_name":"Chooi Leng Ang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chooi Leng Ang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081210225","display_name":"Reynaldo Gacho Segumpan","orcid":"https://orcid.org/0000-0002-3117-6020","observed_orcids":["https://orcid.org/0000-0002-3117-6020"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reynaldo Gacho Segumpan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3117-6020","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075255161","display_name":"Mohamad Zainol Abidin Adam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamad Zainol Abidin Adam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036493474","display_name":"Izwan Nizal Mohd Shaharanee","orcid":"https://orcid.org/0000-0002-3566-7257","observed_orcids":["https://orcid.org/0000-0002-3566-7257"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Izwan Nizal Mohd Shaharanee","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3566-7257","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05992509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9771000146865845,"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":0.9771000146865845,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.017000000923871994,"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"}},{"id":"https://openalex.org/T12671","display_name":"Management and Marketing Education","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mba-students","display_name":"MBA students","score":0.9570000171661377},{"id":"https://openalex.org/keywords/student-profiling","display_name":"student profiling","score":0.9800000190734863},{"id":"https://openalex.org/keywords/student-segmentation","display_name":"student segmentation","score":0.7649999856948853},{"id":"https://openalex.org/keywords/student-attrition","display_name":"student attrition","score":0.4429999887943268},{"id":"https://openalex.org/keywords/program-completion","display_name":"program completion","score":0.5590000152587891},{"id":"https://openalex.org/keywords/predictors-of-academic-success","display_name":"predictors of academic success","score":0.6549999713897705},{"id":"https://openalex.org/keywords/work-experience","display_name":"work experience","score":0.7049999833106995},{"id":"https://openalex.org/keywords/age-at-enrollment","display_name":"age at enrollment","score":0.6259999871253967}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7298668026924133},{"id":"https://openalex.org/C2781354955","wikidata":"https://www.wikidata.org/wiki/Q11920938","display_name":"Marital status","level":3,"score":0.44440558552742004},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.4221246838569641},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35608425736427307},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3474045991897583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3469439744949341},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.17972832918167114},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15107855200767517},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.07957208156585693},{"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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"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":"pmh:oai:repo.uum.edu.my:7907","doi":null,"is_oa":false,"landing_page_url":"https://repo.uum.edu.my/id/eprint/7907/1/Pro.pdf","pdf_url":"https://repo.uum.edu.my/id/eprint/7907/1/Pro.pdf","source":{"id":"https://openalex.org/S4306400886","display_name":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I65079550","host_organization_name":"Universiti Malaysia Perlis","host_organization_lineage":["https://openalex.org/I65079550"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Monograph"},{"id":"mag:176375664","doi":null,"is_oa":false,"landing_page_url":"http://repo.uum.edu.my/7907/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8278999924659729,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"},{"score":0.4000000059604645,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2290063373","https://openalex.org/W2477458882","https://openalex.org/W1777653228","https://openalex.org/W2464668649","https://openalex.org/W2122664429","https://openalex.org/W3182432700","https://openalex.org/W2784462001","https://openalex.org/W2944498871","https://openalex.org/W6983477398","https://openalex.org/W428325225"],"abstract_inverted_index":{"Data":[0],"mining":[1,40,70],"is":[2],"the":[3,14,35,47,64,87,99],"non-trivial":[4],"discovery":[5],"of":[6,16,27,38,50,74,91,107,131,141,151,159],"meaningful,":[7],"new":[8],"correlations,":[9],"patterns":[10],"and":[11,13,20,89,109,139],"trends,":[12],"extraction":[15],"implicit,":[17],"previously":[18],"unknown,":[19],"potentially":[21],"useful":[22],"information":[23],"from":[24],"large":[25],"amounts":[26],"data":[28,39,66,77],"(Berry":[29],"&":[30],"Linoff,":[31],"2000).This":[32],"paper":[33],"explored":[34],"strategic":[36],"application":[37],"in":[41,46,115],"higher":[42],"education,":[43],"more":[44],"specifically":[45],"MBA":[48,100,117],"programme":[49,88,167],"Universiti":[51],"Utara":[52],"Malaysia":[53],"(UUM).The":[54],"database":[55],"known":[56],"as":[57],"Graduate":[58],"Academic":[59],"Information":[60],"System":[61],"(GAIS)":[62],"was":[63,102],"main":[65],"source":[67],"used":[68],"for":[69,86,97],"847":[71],"usable":[72],"out":[73],"1,758":[75],"available":[76],"sets":[78],"utilising":[79],"E-miner.Analyses":[80],"showed":[81],"that":[82,105,162],"age":[83],"when":[84],"enrolled":[85],"years":[90],"working":[92],"experience":[93],"were":[94,112,144],"significantly":[95],"important":[96],"segmenting":[98],"students.It":[101],"also":[103],"found":[104],"centre":[106,140],"study":[108,125,132,142],"entrance":[110],"qualification":[111],"statistically":[113],"significant":[114,145,160],"differentiating":[116],"students":[118],"who":[119],"are":[120],"likely":[121],"to":[122,148],"complete":[123],"their":[124],"successfully.Moreover,":[126],"ethnic":[127],"group":[128],"(Chinese),":[129],"mode":[130],"(full-time),":[133],"CGPA":[134],"(3.13),":[135],"marital":[136],"status":[137],"(married),":[138],"(UUM)":[143],"predictors":[146],"linked":[147],"successful":[149],"completion":[150],"MBA.The":[152],"researchers":[153],"recommend,":[154],"among":[155],"others,":[156],"careful":[157],"consideration":[158],"variables":[161],"had":[163],"statistical":[164],"bearing":[165],"on":[166],"completion.":[168]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2016-06-24T00:00:00"}
