{"id":"https://openalex.org/W2988731100","doi":"https://doi.org/10.1145/3362789.3362803","title":"Interpretation of computational thinking evaluation results for enrollment prediction","display_name":"Interpretation of computational thinking evaluation results for enrollment prediction","publication_year":2019,"publication_date":"2019-10-16","ids":{"openalex":"https://openalex.org/W2988731100","doi":"https://doi.org/10.1145/3362789.3362803","mag":"2988731100"},"language":"en","primary_location":{"id":"doi:10.1145/3362789.3362803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3362789.3362803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality","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/A5017280758","display_name":"Arturo Rojas-L\u00f3pez","orcid":"https://orcid.org/0000-0002-2094-8283"},"institutions":[{"id":"https://openalex.org/I159737355","display_name":"Instituto Tecnol\u00f3gico de Puebla","ror":"https://ror.org/02jsxsw65","country_code":"MX","type":"education","lineage":["https://openalex.org/I159737355"]},{"id":"https://openalex.org/I4401200360","display_name":"Universidad Tecnol\u00f3gica de Puebla","ror":"https://ror.org/00r02pr68","country_code":null,"type":"education","lineage":["https://openalex.org/I4401200360"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Arturo Rojas-L\u00f3pez","raw_affiliation_strings":["Information Technologies Division, Technological University of Puebla, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Information Technologies Division, Technological University of Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I159737355","https://openalex.org/I4401200360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050368394","display_name":"Francisco Jos\u00e9 Garc\u00eda\u2010Pe\u00f1alvo","orcid":"https://orcid.org/0000-0001-9987-5584"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Garc\u00eda-Pe\u00f1alvo","raw_affiliation_strings":["GRIAL Research Group, Research Institute for Educational Sciences, University of Salamanca, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"GRIAL Research Group, Research Institute for Educational Sciences, University of Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017280758"],"corresponding_institution_ids":["https://openalex.org/I159737355","https://openalex.org/I4401200360"],"apc_list":null,"apc_paid":null,"fwci":0.6233,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76912929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9983000159263611,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9983000159263611,"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/T12395","display_name":"Educational Innovations and Technology","score":0.9782000184059143,"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":0.9729999899864197,"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/quarter","display_name":"Quarter (Canadian coin)","score":0.7742525339126587},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.7102608680725098},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5901572108268738},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5372533798217773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5181202292442322},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.46260392665863037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4611828923225403},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43916380405426025},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.43768996000289917},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40059295296669006},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20585143566131592}],"concepts":[{"id":"https://openalex.org/C85079727","wikidata":"https://www.wikidata.org/wiki/Q3560114","display_name":"Quarter (Canadian coin)","level":2,"score":0.7742525339126587},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.7102608680725098},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5901572108268738},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5372533798217773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5181202292442322},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.46260392665863037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4611828923225403},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43916380405426025},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.43768996000289917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40059295296669006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20585143566131592},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3362789.3362803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3362789.3362803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality","raw_type":"proceedings-article"},{"id":"pmh:oai:gredos.usal.es:10366/140543","is_oa":false,"landing_page_url":"http://hdl.handle.net/10366/140543","pdf_url":null,"source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"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":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.800000011920929,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1579685817","https://openalex.org/W1689585668","https://openalex.org/W1958511210","https://openalex.org/W2002670185","https://openalex.org/W2004508719","https://openalex.org/W2020042380","https://openalex.org/W2060795457","https://openalex.org/W2082223453","https://openalex.org/W2102540190","https://openalex.org/W2117545003","https://openalex.org/W2289080472","https://openalex.org/W2339183141","https://openalex.org/W2512476487","https://openalex.org/W2560369952","https://openalex.org/W2600537134","https://openalex.org/W2618593636","https://openalex.org/W2772153049","https://openalex.org/W2772903661","https://openalex.org/W2780557297","https://openalex.org/W2780816161","https://openalex.org/W2781035533","https://openalex.org/W2830776011","https://openalex.org/W2924153407","https://openalex.org/W4231392378","https://openalex.org/W4237486467","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2288200797","https://openalex.org/W345560293","https://openalex.org/W608559232","https://openalex.org/W2769482900","https://openalex.org/W2526768593","https://openalex.org/W3155803285","https://openalex.org/W4250688413","https://openalex.org/W3213086777","https://openalex.org/W2309911084"],"abstract_inverted_index":{"During":[0],"two":[1],"generations":[2],"(2016":[3],"and":[4,79,112,152],"2017)":[5],"the":[6,29,36,42,73,77,81,85,104,113,123,126,131,148,153,164,186,202,208,215,222,231,236,240],"computational":[7,132,225],"thinking":[8,133,226],"evaluation":[9,134,223],"has":[10],"been":[11,26,196],"carried":[12],"out":[13],"in":[14,28,47],"order":[15],"to":[16,35,65,99,106,121,135,160],"establish":[17],"learning":[18],"scenarios":[19],"for":[20,56],"new":[21,137],"students,":[22,57,138],"such":[23],"interventions":[24],"have":[25,51],"made":[27],"Programming":[30,210],"methodology":[31,211],"course,":[32],"it":[33,71,97,142],"belonging":[34],"career":[37],"of":[38,45,84,115,155,204,207,217,224,238],"Information":[39],"Technology":[40],"at":[41],"Technological":[43],"University":[44],"Puebla":[46],"M\u00e9xico.":[48],"The":[49,117],"results":[50,127],"led":[52],"a":[53,200,219],"personalized":[54],"education":[55],"recognizing":[58],"previous":[59],"skills":[60],"as":[61,63,228,230],"well":[62,229],"trying":[64],"correct":[66,165],"those":[67],"missing,":[68],"so":[69],"that":[70],"acquires":[72],"competences":[74],"respective,":[75],"credit":[76],"course":[78],"improve":[80],"retention":[82],"percentage":[83],"first":[86],"quarter.":[87],"In":[88],"this":[89],"sense,":[90],"when":[91],"detecting":[92],"possible":[93,98],"skill":[94],"gaps,":[95],"is":[96],"predict":[100],"what":[101],"will":[102],"be":[103,147],"impact":[105],"maintain":[107],"or":[108],"decrease":[109],"enrollment":[110],"during":[111,151],"end":[114,154],"quarter?":[116],"present":[118],"work":[119],"aims":[120],"answer":[122],"question":[124],"by":[125],"interpretation":[128],"obtained":[129,213],"from":[130,158],"242":[136],"generation":[139],"2018.":[140],"Initially,":[141],"was":[143,212],"stablished":[144],"which":[145],"would":[146],"student's":[149],"situation":[150],"four":[156],"months":[157],"September":[159],"December":[161],"based":[162],"on":[163],"assessment":[166],"reagents;":[167],"three":[168],"categories":[169],"were":[170,191],"determined:":[171],"1.":[172],"Sure":[173],"desertion,":[174],"2.":[175],"Safe":[176],"permanence,":[177],"3.":[178],"Variable":[179],"permanence.":[180],"Later,":[181],"50":[182],"students":[183],"who":[184],"enrolled":[185],"next":[187],"quarter":[188],"(January-April":[189],"2019)":[190],"revised":[192],"if":[193],"they":[194],"had":[195],"predicted":[197],"properly;":[198],"using":[199],"survey,":[201],"familiarity":[203],"key":[205],"concepts":[206],"subject":[209],"with":[214,221],"aim":[216],"determining":[218],"correspondence":[220],"skills,":[227],"established":[232],"situation,":[233],"consequently,":[234],"establishing":[235],"validity":[237],"predicting":[239],"enrollment.":[241]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}