{"id":"https://openalex.org/W2594645840","doi":"https://doi.org/10.13053/rcs-118-1-1","title":"Discovering Relationships among Personal and Academic Factors with Academic Performance using Association Rules","display_name":"Discovering Relationships among Personal and Academic Factors with Academic Performance using Association Rules","publication_year":2016,"publication_date":"2016-12-31","ids":{"openalex":"https://openalex.org/W2594645840","doi":"https://doi.org/10.13053/rcs-118-1-1","mag":"2594645840"},"language":"en","primary_location":{"id":"doi:10.13053/rcs-118-1-1","doi":"https://doi.org/10.13053/rcs-118-1-1","is_oa":true,"landing_page_url":"https://doi.org/10.13053/rcs-118-1-1","pdf_url":"https://doi.org/10.13053/rcs-118-1-1","source":{"id":"https://openalex.org/S5406966598","display_name":"Research in Computing Science","issn_l":"1665-9899","issn":["1665-9899","1870-4069"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Computing Science","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2594645840"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.13053/rcs-118-1-1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031416302","display_name":"Silvia B. Gonz\u00e1lez-Brambila","orcid":"https://orcid.org/0000-0001-7298-4094","observed_orcids":["https://orcid.org/0000-0001-7298-4094"]},"institutions":[{"id":"https://openalex.org/I200362191","display_name":"Universidad Aut\u00f3noma Metropolitana","ror":"https://ror.org/02kta5139","country_code":"MX","type":"education","lineage":["https://openalex.org/I200362191"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Silvia Beatriz Gonz\u00e1lez Brambila","raw_affiliation_strings":["Universidad Aut\u00f3noma Metropolitana, Ciudad de M\u00e9xico, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Metropolitana, Ciudad de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I200362191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076632089","display_name":"Josu\u00e9 Figueroa Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-8876-2664","observed_orcids":["https://orcid.org/0000-0001-8876-2664"]},"institutions":[{"id":"https://openalex.org/I200362191","display_name":"Universidad Aut\u00f3noma Metropolitana","ror":"https://ror.org/02kta5139","country_code":"MX","type":"education","lineage":["https://openalex.org/I200362191"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Josu\u00e9 Figueroa Gonz\u00e1lez","raw_affiliation_strings":["Universidad Aut\u00f3noma Metropolitana, Ciudad de M\u00e9xico, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Metropolitana, Ciudad de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I200362191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200362191"],"apc_list":null,"apc_paid":null,"fwci":0.6041,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77307579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"118","issue":"1","first_page":"9","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":9.999999747378752e-05,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/educational-data-mining","display_name":"educational data mining","score":0.9089999794960022},{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.9950000047683716},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.9929999709129333},{"id":"https://openalex.org/keywords/personal-factors","display_name":"personal factors","score":0.9319999814033508},{"id":"https://openalex.org/keywords/academic-factors","display_name":"academic factors","score":0.9800000190734863},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.6800000071525574},{"id":"https://openalex.org/keywords/pattern-discovery","display_name":"pattern discovery","score":0.531000018119812}],"concepts":[{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6715641617774963},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4710678458213806},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.42531174421310425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2928988039493561},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13692104816436768},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/rcs-118-1-1","doi":"https://doi.org/10.13053/rcs-118-1-1","is_oa":true,"landing_page_url":"https://doi.org/10.13053/rcs-118-1-1","pdf_url":"https://doi.org/10.13053/rcs-118-1-1","source":{"id":"https://openalex.org/S5406966598","display_name":"Research in Computing Science","issn_l":"1665-9899","issn":["1665-9899","1870-4069"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Computing Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.13053/rcs-118-1-1","doi":"https://doi.org/10.13053/rcs-118-1-1","is_oa":true,"landing_page_url":"https://doi.org/10.13053/rcs-118-1-1","pdf_url":"https://doi.org/10.13053/rcs-118-1-1","source":{"id":"https://openalex.org/S5406966598","display_name":"Research in Computing Science","issn_l":"1665-9899","issn":["1665-9899","1870-4069"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research in Computing Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9235000014305115}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2594645840.pdf","grobid_xml":"https://content.openalex.org/works/W2594645840.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W5279619","https://openalex.org/W1484413656","https://openalex.org/W1511291809","https://openalex.org/W1567857055","https://openalex.org/W2006444123","https://openalex.org/W2033626294","https://openalex.org/W2109534980","https://openalex.org/W2138334515","https://openalex.org/W2166559705","https://openalex.org/W2286126789","https://openalex.org/W3169575362"],"related_works":["https://openalex.org/W7171719814","https://openalex.org/W2033902928","https://openalex.org/W2886481090","https://openalex.org/W4393077860","https://openalex.org/W7215433905","https://openalex.org/W2172261845","https://openalex.org/W4414386421","https://openalex.org/W2887143366","https://openalex.org/W6958622918","https://openalex.org/W2496617239"],"abstract_inverted_index":{"Educational":[0,75],"environment":[1],"produces":[2],"a":[3],"lot":[4],"of":[5,17,29,72,81],"information":[6,41],"related":[7,67],"with":[8,93],"many":[9],"aspects,":[10],"besides":[11],"the":[12,15,22,27,65,70,73,79,88],"traditional":[13],"system,":[14],"growth":[16],"online":[18],"educative":[19],"systems":[20],"and":[21,69,90],"called":[23,74],"e-learning,":[24],"have":[25],"increased":[26],"amount":[28],"data":[30],"available":[31],"for":[32,39,51,84],"its":[33],"analysis.Data":[34],"Mining":[35],"offers":[36],"different":[37],"techniques":[38],"processing":[40],"in":[42],"order":[43],"to":[44],"discover":[45],"patterns":[46],"that":[47],"can":[48],"be":[49],"used":[50],"obtaining":[52,85],"knowledge":[53],"which":[54],"helps":[55],"improving":[56],"or":[57],"taking":[58],"decisions":[59],"about":[60],"certain":[61],"topics.This":[62],"work":[63],"presents":[64],"concepts":[66],"with,":[68],"use":[71],"Data":[76],"Mining,":[77],"specifically":[78],"technique":[80],"Association":[82],"Rules,":[83],"relationships":[86],"among":[87],"academic":[89,94],"personal":[91],"factors":[92],"performance.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2017-03-16T00:00:00"}