{"id":"https://openalex.org/W3014998528","doi":"https://doi.org/10.13053/cys-24-1-3113","title":"ANCONE: An Interactive System for Mining and Visualization of Students\u2019 Information in the Context of PLANEA 2015","display_name":"ANCONE: An Interactive System for Mining and Visualization of Students\u2019 Information in the Context of PLANEA 2015","publication_year":2020,"publication_date":"2020-03-30","ids":{"openalex":"https://openalex.org/W3014998528","doi":"https://doi.org/10.13053/cys-24-1-3113","mag":"3014998528"},"language":"en","primary_location":{"id":"doi:10.13053/cys-24-1-3113","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-1-3113","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-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/A5032113177","display_name":"Arturo Heredia M\u00e1rquez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arturo Heredia M\u00e1rquez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008664667","display_name":"Angel De Jesus Chi Poot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angel De Jesus Chi Poot","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067676206","display_name":"Adolfo Guzm\u00e1n Arenas","orcid":"https://orcid.org/0000-0002-8236-0469"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adolfo Guzm\u00e1n Arenas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103142058","display_name":"Gilberto Lorenzo Mart\u00ednez Luna","orcid":"https://orcid.org/0000-0002-0105-1112"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gilberto Lorenzo Mart\u00ednez Luna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.557,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74275289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"24","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9667999744415283,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9667999744415283,"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/T11122","display_name":"Online Learning and Analytics","score":0.9520999789237976,"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/T10260","display_name":"Software Engineering Research","score":0.9361000061035156,"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/categorical-variable","display_name":"Categorical variable","score":0.9030361175537109},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6162720918655396},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6045445799827576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5791338086128235},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5645385980606079},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5199045538902283},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4813435971736908},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.47050565481185913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43139493465423584},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4149773418903351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40805351734161377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40575432777404785},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3991703689098358},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22866275906562805},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08926358819007874}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.9030361175537109},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6162720918655396},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6045445799827576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5791338086128235},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5645385980606079},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5199045538902283},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4813435971736908},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.47050565481185913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43139493465423584},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4149773418903351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40805351734161377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40575432777404785},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3991703689098358},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22866275906562805},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08926358819007874},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/cys-24-1-3113","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-1-3113","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W328766226","https://openalex.org/W1495061682","https://openalex.org/W1995617856","https://openalex.org/W2612059685","https://openalex.org/W3204616723","https://openalex.org/W3216419917"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W1647965853","https://openalex.org/W1969842215","https://openalex.org/W2900346986","https://openalex.org/W2357733143","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Data":[0,16],"mining":[1,17],"has":[2],"been":[3],"widely":[4],"used":[5,117,199],"in":[6,30,42,64,131,170,197,229,237],"different":[7],"areas":[8],"of":[9,47,77,134,140,168,187,204,209],"knowledge,":[10],"and":[11,24,56,61,95,103,121,218],"education":[12],"is":[13],"no":[14],"exception.":[15],"uses":[18,35],"computer":[19],"models":[20],"to":[21,28,66,73,118,158,200],"analyze":[22],"data":[23,36],"answer":[25],"research":[26],"questions":[27],"help":[29],"decision":[31],"making.":[32],"This":[33],"article":[34],"from":[37,153,184],"the":[38,53,74,78,104,108,111,132,148,166,171,182,185,191,195,202,205,210,214,221,230,233,238],"PLANEA":[39,172],"2015":[40],"Mathematics":[41],"Middle":[43,48],"school":[44,62],"(last":[45],"year":[46],"school)":[49],"test,":[50],"which":[51,162],"measures":[52],"academic":[54,75],"achievement":[55],"provides":[57],"a":[58,127],"personal,":[59],"family":[60],"context,":[63],"order":[65],"find":[67],"those":[68],"characteristics":[69],"that":[70,90,180],"are":[71,145,156,163,213,228,236],"related":[72],"level":[76,241],"tested":[79],"students.":[80],"In":[81,174],"this":[82],"article,":[83],"an":[84],"interactive":[85],"visualization":[86],"system":[87],"was":[88,116,178],"developed":[89],"allows":[91],"observing":[92],"interesting":[93],"patterns":[94],"association":[96],"rules":[97],"by":[98],"combining":[99],"relevant":[100,211],"attributes":[101,144,151,212],"(variables)":[102],"States.":[105],"To":[106],"reduce":[107,119],"analysis":[109],"space,":[110],"Correlation-Based":[112],"Feature":[113],"Selection":[114],"method":[115],"categorical":[120,150],"numerical":[122],"attributes.":[123],"The":[124],"results":[125,167],"show":[126,201],"significant":[128],"reduction":[129,206],"(93%)":[130],"number":[133],"attributes,":[135,161],"with":[136,165,224],"very":[137],"little":[138],"loss":[139],"information,":[141,225],"when":[142],"certain":[143],"eliminated.":[146],"Particularly,":[147],"232":[149],"obtained":[152],"each":[154],"student":[155],"reduced":[157],"only":[159,226],"18":[160],"correlated":[164],"students":[169],"test.":[173],"addition,":[175],"empirically":[176],"it":[177],"discovered":[179],"choosing":[181],"mode":[183],"labels":[186],"plausible":[188],"values":[189],"as":[190],"target":[192],"class":[193],"increases":[194],"accuracy":[196],"classifiers":[198],"goodness":[203],"obtained.":[207],"Some":[208],"\"AcademicAspiration\",":[215],"\"FamilyResources\",":[216],"\"MotherStudies\"":[217],"\"FatherStudies\".":[219],"From":[220],"30":[222],"States":[223,235],"8":[227],"Basic":[231,240],"level,":[232],"other":[234],"Below":[239],".":[242]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}