{"id":"https://openalex.org/W4406677379","doi":"https://doi.org/10.1145/3702163.3702433","title":"Academic Advising for Online Higher Education Enrolment Based on Course Association Rules","display_name":"Academic Advising for Online Higher Education Enrolment Based on Course Association Rules","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406677379","doi":"https://doi.org/10.1145/3702163.3702433"},"language":"en","primary_location":{"id":"doi:10.1145/3702163.3702433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3702163.3702433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 16th International Conference on Education Technology and Computers","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/A5070639031","display_name":"Amir Narimani","orcid":"https://orcid.org/0000-0002-0083-8263"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Amir Narimani","raw_affiliation_strings":["Doctoral School, Universitat Oberta de Catalunya (UOC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Doctoral School, Universitat Oberta de Catalunya (UOC), Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102978414","display_name":"Elena Barber\u00e0","orcid":"https://orcid.org/0000-0002-9315-8231"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Elena Barbera","raw_affiliation_strings":["Department of Psychology and Education Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Psychology and Education Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064374454","display_name":"Karsten Lundqvist","orcid":"https://orcid.org/0000-0002-5514-1519"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Karsten \u00d8ster Lundqvist","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington (VUW), Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington (VUW), Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070639031"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.4087,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76324463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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":0.949999988079071,"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/course","display_name":"Course (navigation)","score":0.6672914624214172},{"id":"https://openalex.org/keywords/academic-advising","display_name":"Academic advising","score":0.6217530965805054},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6003023386001587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786535143852234},{"id":"https://openalex.org/keywords/online-course","display_name":"Online course","score":0.5040637254714966},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4937678277492523},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.43092411756515503},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.42880046367645264},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3354129195213318},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1603267788887024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15781152248382568},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1564456820487976}],"concepts":[{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.6672914624214172},{"id":"https://openalex.org/C2776509339","wikidata":"https://www.wikidata.org/wiki/Q4671161","display_name":"Academic advising","level":3,"score":0.6217530965805054},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6003023386001587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786535143852234},{"id":"https://openalex.org/C2986081426","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online course","level":2,"score":0.5040637254714966},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4937678277492523},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.43092411756515503},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.42880046367645264},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3354129195213318},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1603267788887024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15781152248382568},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1564456820487976},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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":1,"locations":[{"id":"doi:10.1145/3702163.3702433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3702163.3702433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 16th International Conference on Education Technology and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W30113936","https://openalex.org/W2027711578","https://openalex.org/W2163721455","https://openalex.org/W2524685372","https://openalex.org/W2804411218","https://openalex.org/W2905395783","https://openalex.org/W2912104168","https://openalex.org/W2960531559","https://openalex.org/W2967871923","https://openalex.org/W2980471143","https://openalex.org/W2996103499","https://openalex.org/W3005690630","https://openalex.org/W3022516076","https://openalex.org/W3031927489","https://openalex.org/W3045858640","https://openalex.org/W3091242554","https://openalex.org/W3153212491","https://openalex.org/W4206752670","https://openalex.org/W4214821456","https://openalex.org/W4214855186","https://openalex.org/W4280523659","https://openalex.org/W4281655305","https://openalex.org/W4321598945","https://openalex.org/W4360971972","https://openalex.org/W4366595876"],"related_works":["https://openalex.org/W4394530630","https://openalex.org/W2588045479","https://openalex.org/W4394699476","https://openalex.org/W4391466912","https://openalex.org/W1997403471","https://openalex.org/W2365849016","https://openalex.org/W4393313150","https://openalex.org/W2562948430","https://openalex.org/W4394438265","https://openalex.org/W4402888681"],"abstract_inverted_index":{"Course":[0],"enrolment":[1,64,78,141,265,280],"is":[2,36,103],"a":[3,7,48,92,139,145,197,215,268],"critical":[4],"aspect":[5],"of":[6,85,123,189,192,230,275],"student's":[8,49],"academic":[9,97,167,210,241,276],"journey,":[10],"and":[11,66,108,223,245],"the":[12,37,60,83,111,121,129,201,228,247,273],"ability":[13,50],"to":[14,21,51,90,105,169,205,212,243],"make":[15],"informed":[16,96],"decisions":[17],"about":[18],"which":[19,40,44],"courses":[20,41,112,125,178],"take":[22],"can":[23,45,143],"greatly":[24],"impact":[25],"their":[26,54],"educational":[27,224],"success.":[28],"A":[29],"key":[30],"factor":[31],"that":[32,75,137,254],"often":[33],"goes":[34],"unnoticed":[35],"sequence":[38],"in":[39,53,150,177,214,263],"are":[42,182],"enrolled,":[43],"significantly":[46],"affect":[47],"excel":[52],"studies.":[55,193],"This":[56,69,194],"study":[57],"delves":[58],"into":[59],"relationship":[61],"between":[62],"course":[63,77,162,202,216,264,279],"patterns":[65,107,119],"students\u2019":[67],"performance.":[68],"paper":[70,195],"presents":[71,196],"an":[72],"innovative":[73],"approach":[74],"combines":[76],"association":[79,156,256],"rule":[80,101,257],"mining":[81,102,258],"with":[82,161,208,259],"incorporation":[84],"grade":[86,260],"score":[87,261],"measures,":[88],"aiming":[89],"provide":[91],"robust":[93],"framework":[94,198],"for":[95,185,199,239,271,278],"decision":[98],"support.":[99],"Association":[100],"applied":[104],"identify":[106],"relationships":[109],"among":[110],"students":[113,171,186,207,222],"have":[114],"previously":[115],"enrolled":[116],"in.":[117],"These":[118],"reveal":[120],"popularity":[122],"certain":[124],"being":[126],"chosen":[127],"after":[128],"other.":[130],"Interestingly":[131],"enough,":[132],"it":[133],"has":[134],"been":[135],"observed":[136],"following":[138],"common":[140],"pattern":[142],"cause":[144],"big":[146],"drop":[147],"or":[148,172,217],"increase":[149],"different":[151,209],"student":[152],"groups.":[153],"The":[154,250],"extracted":[155],"rules":[157],"not":[158],"only":[159],"assist":[160],"recommendations":[163],"but":[164],"also":[165],"enable":[166],"advisors":[168],"caution":[170],"prevent":[173],"them":[174],"from":[175],"enrolling":[176],"where":[179],"lower":[180],"grades":[181],"predicted,":[183],"particularly":[184],"at":[187],"risk":[188],"dropping":[190],"out":[191],"improving":[200],"selection":[203],"process":[204],"advise":[206],"performances":[211],"enroll":[213],"avoid":[218],"it,":[219],"benefiting":[220],"both":[221],"institutions.":[225],"We":[226],"used":[227],"dataset":[229],"Universitat":[231],"Oberta":[232],"de":[233],"Catalunya":[234],"on":[235],"Informatics":[236],"undergraduate":[237],"studies":[238],"eight":[240],"semesters":[242],"implement":[244],"evaluate":[246],"proposed":[248],"method.":[249],"initial":[251],"results":[252],"show":[253],"integrating":[255],"measures":[262],"decision-making":[266],"offers":[267],"promising":[269],"avenue":[270],"enhancing":[272],"quality":[274],"advising":[277],"recommendations.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
