{"id":"https://openalex.org/W2946906220","doi":"https://doi.org/10.1007/978-3-030-20798-4_37","title":"Students Performance Analysis Based on Machine Learning Techniques","display_name":"Students Performance Analysis Based on Machine Learning Techniques","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946906220","doi":"https://doi.org/10.1007/978-3-030-20798-4_37","mag":"2946906220"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20798-4_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20798-4_37","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5001444744","display_name":"Alberto Rivas","orcid":"https://orcid.org/0000-0002-9558-9895"},"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"]},{"id":"https://openalex.org/I4387154232","display_name":"AIR Institute","ror":"https://ror.org/00g3fjr10","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387154232"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alberto Rivas","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","institution_ids":["https://openalex.org/I4387154232"]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005214367","display_name":"Jes\u00fas M. Fraile","orcid":null},"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":"Jes\u00fas M. Fraile","raw_affiliation_strings":["BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110593286","display_name":"Pablo Chamoso","orcid":"https://orcid.org/0000-0001-5109-3583"},"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":"Pablo Chamoso","raw_affiliation_strings":["BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030052314","display_name":"Alfonso Gonz\u00e1lez\u2010Briones","orcid":"https://orcid.org/0000-0002-3444-4393"},"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"]},{"id":"https://openalex.org/I4387154232","display_name":"AIR Institute","ror":"https://ror.org/00g3fjr10","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387154232"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Gonz\u00e1lez-Briones","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","institution_ids":["https://openalex.org/I4387154232"]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033538827","display_name":"Sara Rodr\u0131\u0301guez","orcid":"https://orcid.org/0000-0002-3081-5177"},"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":"Sara Rodr\u00edguez","raw_affiliation_strings":["BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070935465","display_name":"Juan M. Corchado","orcid":"https://orcid.org/0000-0002-2829-1829"},"institutions":[{"id":"https://openalex.org/I72375662","display_name":"Osaka Institute of Technology","ror":"https://ror.org/02znffm54","country_code":"JP","type":"education","lineage":["https://openalex.org/I72375662"]},{"id":"https://openalex.org/I4387154232","display_name":"AIR Institute","ror":"https://ror.org/00g3fjr10","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387154232"]},{"id":"https://openalex.org/I226432","display_name":"Universiti Malaysia Kelantan","ror":"https://ror.org/0463y2v87","country_code":"MY","type":"education","lineage":["https://openalex.org/I226432"]},{"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","JP","MY"],"is_corresponding":false,"raw_author_name":"Juan M. Corchado","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, 535-8585, Osaka, Japan","Pusat Komputeran dan Informatik, Universiti Malaysia Kelantan, Karung Berkunci 36, Pengkaan Chepa, 16100, Kota Bharu, Kelantan, Malaysia"],"affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub, Carbajosa de la Sagrada, 37188, Salamanca, Spain","institution_ids":["https://openalex.org/I4387154232"]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca, Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Department of Electronics, Information and Communication, Faculty of Engineering, Osaka Institute of Technology, 535-8585, Osaka, Japan","institution_ids":["https://openalex.org/I72375662"]},{"raw_affiliation_string":"Pusat Komputeran dan Informatik, Universiti Malaysia Kelantan, Karung Berkunci 36, Pengkaan Chepa, 16100, Kota Bharu, Kelantan, Malaysia","institution_ids":["https://openalex.org/I226432"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001444744"],"corresponding_institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4387154232"],"apc_list":null,"apc_paid":null,"fwci":3.9114,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93481717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"428","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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":0.9990000128746033,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9222999811172485,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/construct","display_name":"Construct (python library)","score":0.6858313083648682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779961585998535},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5919734239578247},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5835816264152527},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4945528209209442},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.485723078250885},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4722651243209839},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4670357406139374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42968830466270447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3507440686225891},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23519772291183472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06875666975975037}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6858313083648682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779961585998535},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5919734239578247},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5835816264152527},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4945528209209442},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.485723078250885},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4722651243209839},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4670357406139374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42968830466270447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3507440686225891},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23519772291183472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06875666975975037},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20798-4_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20798-4_37","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W87810382","https://openalex.org/W183625566","https://openalex.org/W305227577","https://openalex.org/W1587157779","https://openalex.org/W1594031697","https://openalex.org/W1860500709","https://openalex.org/W1966973805","https://openalex.org/W2049874294","https://openalex.org/W2058608643","https://openalex.org/W2077141737","https://openalex.org/W2145073242","https://openalex.org/W2168969239","https://openalex.org/W2404513432","https://openalex.org/W2440573849","https://openalex.org/W2511979506","https://openalex.org/W2606896922","https://openalex.org/W2788255612","https://openalex.org/W2789730614","https://openalex.org/W2790702797","https://openalex.org/W2804537462","https://openalex.org/W2805344657","https://openalex.org/W2810477488","https://openalex.org/W2902434262","https://openalex.org/W2906336708","https://openalex.org/W2911964244","https://openalex.org/W4297957988"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W4312490297","https://openalex.org/W2560936962"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}