{"id":"https://openalex.org/W4200028760","doi":"https://doi.org/10.1145/3486011.3486523","title":"A model to characterize exercises using probabilistic methods","display_name":"A model to characterize exercises using probabilistic methods","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W4200028760","doi":"https://doi.org/10.1145/3486011.3486523"},"language":"en","primary_location":{"id":"doi:10.1145/3486011.3486523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486011.3486523","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","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/A5050588628","display_name":"Alberto Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-1148-742X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alberto Jim\u00e9nez-Mac\u00edas","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002876618","display_name":"Pedro J. Mu\u00f1oz\u2010Merino","orcid":"https://orcid.org/0000-0002-2552-4674"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro J. Mu\u00f1oz-Merino","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082851320","display_name":"Carlos Delgado Kloos","orcid":"https://orcid.org/0000-0003-4093-3705"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Delgado Kloos","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050588628"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":0.5026,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6627407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"594","last_page":"599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9919000267982483,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.8503674268722534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7089848518371582},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.6330188512802124},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5972062349319458},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5108110904693604},{"id":"https://openalex.org/keywords/probabilistic-relevance-model","display_name":"Probabilistic relevance model","score":0.4917655289173126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4108068346977234},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.28793007135391235}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8503674268722534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089848518371582},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.6330188512802124},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5972062349319458},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5108110904693604},{"id":"https://openalex.org/C143017306","wikidata":"https://www.wikidata.org/wiki/Q3318133","display_name":"Probabilistic relevance model","level":4,"score":0.4917655289173126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4108068346977234},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.28793007135391235},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3486011.3486523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486011.3486523","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1490094820","https://openalex.org/W1847583074","https://openalex.org/W1986099008","https://openalex.org/W1987765908","https://openalex.org/W2001916230","https://openalex.org/W2113051326","https://openalex.org/W2162283255","https://openalex.org/W2594459090","https://openalex.org/W2615257378","https://openalex.org/W2619078892","https://openalex.org/W2793554233","https://openalex.org/W2912981918","https://openalex.org/W2970184386","https://openalex.org/W3010910478","https://openalex.org/W3034029745","https://openalex.org/W3090756168","https://openalex.org/W4253533180"],"related_works":["https://openalex.org/W2345647014","https://openalex.org/W4238495367","https://openalex.org/W2201192772","https://openalex.org/W2749065928","https://openalex.org/W3124685297","https://openalex.org/W4288264691","https://openalex.org/W2967342924","https://openalex.org/W3171225007","https://openalex.org/W4284692434","https://openalex.org/W2615676335"],"abstract_inverted_index":{"Many":[0],"studies":[1],"have":[2],"been":[3,21],"conducted":[4],"on":[5,23,37,99],"modeling":[6,24],"learners":[7],"in":[8,26,41],"education":[9,27],"using":[10,33,51],"probabilistic":[11,34,52],"methods":[12,53],"to":[13,60,84,108,112],"infer":[14],"different":[15,30,91],"indicators.":[16],"However,":[17],"little":[18],"research":[19],"has":[20],"done":[22],"content":[25,31,62],"by":[28,58],"estimating":[29],"characteristics":[32,63],"methods.":[35],"Based":[36],"the":[38,69,86,90,96,106,110,114],"existing":[39],"gap":[40],"this":[42,44],"area,":[43],"paper":[45],"presents":[46],"a":[47],"model":[48,87,104],"for":[49],"exercises":[50,97,111],"with":[54,78],"interactions":[55],"carried":[56],"out":[57],"students":[59],"obtain":[61],"and":[64,74,88],"their":[65],"relationship":[66],"such":[67],"as":[68],"number":[70],"of":[71],"attempts,":[72],"grade,":[73],"time":[75],"spent":[76],"related":[77],"student":[79],"efficiency.":[80],"Simulations":[81],"were":[82],"performed":[83],"train":[85],"find":[89],"curves":[92],"that":[93],"best":[94],"characterize":[95],"based":[98],"programmatically":[100],"generated":[101],"interactions.":[102],"This":[103],"allows":[105],"teacher":[107],"redesign":[109],"improve":[113],"student\u2019s":[115],"learning":[116],"process.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
