{"id":"https://openalex.org/W3094650592","doi":"https://doi.org/10.13053/cys-24-3-3480","title":"An Intelligent Learning Environment for Computational Thinking","display_name":"An Intelligent Learning Environment for Computational Thinking","publication_year":2020,"publication_date":"2020-09-30","ids":{"openalex":"https://openalex.org/W3094650592","doi":"https://doi.org/10.13053/cys-24-3-3480","mag":"3094650592"},"language":"es","primary_location":{"id":"doi:10.13053/cys-24-3-3480","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-3-3480","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/A5110684831","display_name":"Jos\u00e9 Mario R\u00edos F\u00e9lix","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mario R\u00edos F\u00e9lix","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066352568","display_name":"Ram\u00f3n Zatara\u00edn Cabada","orcid":"https://orcid.org/0000-0002-4524-3511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ram\u00f3n Zatarain Cabada","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084532716","display_name":"Mar\u00eda Luc\u00eda Barr\u00f3n Estrada","orcid":"https://orcid.org/0000-0002-3856-9361"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mar\u00eda Luc\u00eda Barr\u00f3n Estrada","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Jes\u00fas Favela Vara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jes\u00fas Favela Vara","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":1.0198,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82814075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"24","issue":"3","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":0.9944000244140625,"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":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-environment","display_name":"Learning environment","score":0.5749108791351318},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5524788498878479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4930133521556854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4812731146812439},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.47739213705062866},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.47323450446128845},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.46677321195602417},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.46012139320373535},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4304940700531006},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38618162274360657},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3554866313934326},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3494507968425751}],"concepts":[{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.5749108791351318},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5524788498878479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4930133521556854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4812731146812439},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.47739213705062866},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.47323450446128845},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.46677321195602417},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.46012139320373535},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4304940700531006},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38618162274360657},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3554866313934326},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3494507968425751},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/cys-24-3-3480","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-3-3480","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":[{"score":0.75,"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":0,"referenced_works":[],"related_works":["https://openalex.org/W2900068172","https://openalex.org/W2238030311","https://openalex.org/W3158538495","https://openalex.org/W1982842519","https://openalex.org/W2166644286","https://openalex.org/W2590898204","https://openalex.org/W2090248941","https://openalex.org/W2087256839","https://openalex.org/W3184899481","https://openalex.org/W1980499676"],"abstract_inverted_index":{"In":[0],"this":[1,59],"work,":[2],"we":[3],"present":[4],"a":[5,66,92,107],"novel":[6],"intelligent":[7],"environment":[8,19],"for":[9,97],"learning":[10,18,43,60],"the":[11,26,34,55,63,98,102,104,113,121,137,141],"core":[12],"concepts":[13],"of":[14,58,75,86,109,116,123,136,143],"Computational":[15],"Thinking.":[16],"This":[17],"can":[20],"recognize":[21],"learning-centered":[22],"emotions":[23,111,118],"presented":[24],"by":[25],"students,":[27],"performing":[28],"different":[29],"interventions":[30],"automatically,":[31],"depending":[32],"on":[33],"students\u2019":[35,56],"affective":[36],"states.":[37],"Tests":[38],"were":[39,119,139],"conducted":[40],"to":[41,53,129],"compare":[42],"gain,":[44],"and":[45,125,131,133],"additionally,":[46],"an":[47,70,80,84],"acceptance":[48,57],"technology":[49],"model":[50],"was":[51],"applied":[52],"validate":[54],"tool.":[61],"During":[62,101],"cognitive":[64],"evaluation,":[65],"control":[67],"group":[68,82],"had":[69],"average":[71],"increase":[72,85],"in":[73,95,120,140],"score":[74],"MD":[76,87],"=":[77,88],".636":[78],"while":[79],"experimental":[81,99],"reported":[83],".772,":[89],"which":[90],"indicate":[91],"greater":[93],"gain":[94],"knowledge":[96],"group.":[100],"experiment,":[103],"system":[105],"inferred":[106],"total":[108],"2,139":[110],"from":[112],"students.":[114],"56.66%":[115],"these":[117],"categories":[122],"committed":[124],"interested,":[126],"42.22%":[127],"belonged":[128],"excited":[130],"concentrated,":[132],"only":[134],"1.22%":[135],"values":[138],"category":[142],"bored.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
