{"id":"https://openalex.org/W4321380990","doi":"https://doi.org/10.1109/tlt.2023.3246589","title":"Artificial Intelligence Models for Assessing the Evaluation Process of Complex Student Projects","display_name":"Artificial Intelligence Models for Assessing the Evaluation Process of Complex Student Projects","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4321380990","doi":"https://doi.org/10.1109/tlt.2023.3246589"},"language":"en","primary_location":{"id":"doi:10.1109/tlt.2023.3246589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tlt.2023.3246589","pdf_url":null,"source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","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/A5079015937","display_name":"Jose Divas\u00f3n","orcid":"https://orcid.org/0000-0002-5173-128X"},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Divas\u00f3n","raw_affiliation_strings":["Department of Mathematics and Computation, University of La Rioja, Logroño, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computation, University of La Rioja, Logroño, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019283246","display_name":"Francisco Javier Mart\u00ednez-de-Pis\u00f3n","orcid":"https://orcid.org/0000-0002-3063-7374"},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Javier Mart\u00ednez-de-Pis\u00f3n","raw_affiliation_strings":["Department of Mechanical Engineering, University of La Rioja, Logroño, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of La Rioja, Logroño, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008799218","display_name":"Ana Romero","orcid":"https://orcid.org/0000-0001-9745-417X"},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Romero","raw_affiliation_strings":["Department of Mathematics and Computation, University of La Rioja, Logroño, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computation, University of La Rioja, Logroño, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090745504","display_name":"Eduardo S\u00e1enz\u2010de\u2010Cabez\u00f3n","orcid":"https://orcid.org/0000-0002-5615-4194"},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo S\u00e1enz-de-Cabez\u00f3n","raw_affiliation_strings":["Department of Mathematics and Computation, University of La Rioja, Logroño, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computation, University of La Rioja, Logroño, Spain","institution_ids":["https://openalex.org/I168974976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079015937"],"corresponding_institution_ids":["https://openalex.org/I168974976"],"apc_list":null,"apc_paid":null,"fwci":1.7464,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86075319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"5","first_page":"694","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9388999938964844,"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/rubric","display_name":"Rubric","score":0.8578016757965088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.826413631439209},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6412709951400757},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5544414520263672},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4971041977405548},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4250558018684387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4196649193763733},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3621819019317627},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3594563603401184},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34155935049057007},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.18434810638427734},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1564508080482483},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08950403332710266}],"concepts":[{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.8578016757965088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.826413631439209},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6412709951400757},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5544414520263672},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4971041977405548},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4250558018684387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4196649193763733},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3621819019317627},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3594563603401184},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34155935049057007},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.18434810638427734},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1564508080482483},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08950403332710266},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tlt.2023.3246589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tlt.2023.3246589","pdf_url":null,"source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},{"id":"pmh:oai:portal.dialnet.es:doc/6416a7995db420433b7b9def","is_oa":false,"landing_page_url":"https://investigacion.unirioja.es/documentos/6416a7995db420433b7b9def","pdf_url":null,"source":{"id":"https://openalex.org/S4306402551","display_name":"RIUR (Universidad de La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W111780780","https://openalex.org/W156794631","https://openalex.org/W575847903","https://openalex.org/W770464002","https://openalex.org/W1548183903","https://openalex.org/W1859314164","https://openalex.org/W1944726028","https://openalex.org/W1965512139","https://openalex.org/W1972077134","https://openalex.org/W1993772499","https://openalex.org/W1994384937","https://openalex.org/W2019692058","https://openalex.org/W2031389514","https://openalex.org/W2054455436","https://openalex.org/W2059092845","https://openalex.org/W2064324709","https://openalex.org/W2066585842","https://openalex.org/W2070405152","https://openalex.org/W2075275270","https://openalex.org/W2100125175","https://openalex.org/W2115669451","https://openalex.org/W2126559945","https://openalex.org/W2137333401","https://openalex.org/W2149546323","https://openalex.org/W2159306398","https://openalex.org/W2165456117","https://openalex.org/W2171789166","https://openalex.org/W2282821441","https://openalex.org/W2336188181","https://openalex.org/W2338728269","https://openalex.org/W2492304725","https://openalex.org/W2527911852","https://openalex.org/W2556522401","https://openalex.org/W2594475271","https://openalex.org/W2732332076","https://openalex.org/W2766760489","https://openalex.org/W2782375796","https://openalex.org/W2791180937","https://openalex.org/W2794238754","https://openalex.org/W2808262940","https://openalex.org/W2884165914","https://openalex.org/W2926052689","https://openalex.org/W2945976633","https://openalex.org/W2951874477","https://openalex.org/W2962862931","https://openalex.org/W2990370400","https://openalex.org/W3006408013","https://openalex.org/W3006821431","https://openalex.org/W3026509280","https://openalex.org/W3045004532","https://openalex.org/W3092489168","https://openalex.org/W3100888412","https://openalex.org/W3106270204","https://openalex.org/W3206435750","https://openalex.org/W4206279583","https://openalex.org/W4214820185","https://openalex.org/W4224750719","https://openalex.org/W4248747850","https://openalex.org/W4283266241","https://openalex.org/W4289469015","https://openalex.org/W6632761452","https://openalex.org/W6678664249","https://openalex.org/W6684314707","https://openalex.org/W6703550956","https://openalex.org/W6714171131","https://openalex.org/W6730169791","https://openalex.org/W6737947904","https://openalex.org/W6746006022","https://openalex.org/W6749255027","https://openalex.org/W6752778628","https://openalex.org/W6755274658"],"related_works":["https://openalex.org/W1987813225","https://openalex.org/W4379053243","https://openalex.org/W3021020626","https://openalex.org/W2955201676","https://openalex.org/W2153005530","https://openalex.org/W2330342969","https://openalex.org/W2777782248","https://openalex.org/W2080627647","https://openalex.org/W4213362990","https://openalex.org/W3164689882"],"abstract_inverted_index":{"The":[0,135],"evaluation":[1,31,89,107],"of":[2,32,56,83,90,132],"student":[3],"projects":[4,34,92],"is":[5,43],"a":[6,14,17],"difficult":[7],"task,":[8],"especially":[9],"when":[10],"they":[11],"involve":[12],"both":[13,147],"technical":[15,148],"and":[16,37,68,70,121,144,149],"creative":[18,150],"component.":[19],"We":[20],"propose":[21],"an":[22,81,95],"artificial":[23],"intelligence":[24],"(AI)-based":[25],"methodology":[26,42,116,137],"to":[27,45,52,63,71,77,117,141,154],"help":[28,76],"in":[29,35,59,94,129],"the":[30,47,54,60,88,91,106,114,123,130,133,156],"complex":[33],"engineering":[36],"computer":[38,100],"science":[39],"courses.":[40],"This":[41],"intended":[44],"evaluate":[46,155],"assessment":[48,131],"process":[49],"itself":[50],"allowing":[51],"analyze":[53,122],"influence":[55],"each":[57],"variable":[58],"final":[61],"grade,":[62],"discover":[64],"possible":[65],"biases,":[66],"inconsistencies":[67],"discrepancies,":[69],"generate":[72],"appropriate":[73],"rubrics":[74],"that":[75],"avoid":[78],"them.":[79],"As":[80],"example":[82],"its":[84],"application,":[85],"we":[86,112],"consider":[87],"submitted":[93],"undergraduate":[96],"introductory":[97],"course":[98],"on":[99],"science.":[101],"Using":[102],"data":[103],"collected":[104],"from":[105],"during":[108],"five":[109],"academic":[110],"years,":[111],"follow":[113],"proposed":[115,136],"create":[118],"AI":[119],"models":[120],"main":[124],"variables":[125],"which":[126],"are":[127,152],"involved":[128],"projects.":[134,157],"can":[138],"be":[139],"applied":[140],"other":[142],"courses":[143],"degrees,":[145],"where":[146],"components":[151],"considered":[153]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}