{"id":"https://openalex.org/W4319239076","doi":"https://doi.org/10.1007/978-3-031-24866-5_24","title":"Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches","display_name":"Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4319239076","doi":"https://doi.org/10.1007/978-3-031-24866-5_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24866-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10198/27866","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050584318","display_name":"Beatriz Flamia Azevedo","orcid":"https://orcid.org/0000-0002-8527-7409"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Beatriz Flamia Azevedo","raw_affiliation_strings":["Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-8527-7409","affiliations":[{"raw_affiliation_string":"Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045696390","display_name":"Ana Maria A. C. Rocha","orcid":"https://orcid.org/0000-0001-8679-2886"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Maria A. C. Rocha","raw_affiliation_strings":["Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8679-2886","affiliations":[{"raw_affiliation_string":"Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043829441","display_name":"Florbela P. Fernandes","orcid":"https://orcid.org/0000-0001-9542-4460"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Florbela P. Fernandes","raw_affiliation_strings":["Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9542-4460","affiliations":[{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029473798","display_name":"Maria F. Pacheco","orcid":"https://orcid.org/0000-0001-7915-0391"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria F. Pacheco","raw_affiliation_strings":["Center for Research and Development in Mathematics and Applications CIDMA, University of Aveiro, Aveiro, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7915-0391","affiliations":[{"raw_affiliation_string":"Center for Research and Development in Mathematics and Applications CIDMA, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019444520","display_name":"Ana I. Pereira","orcid":"https://orcid.org/0000-0003-3803-2043"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana I. Pereira","raw_affiliation_strings":["Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3803-2043","affiliations":[{"raw_affiliation_string":"Algoritmi Research Centre, University of Minho, Campus Azur\u00e9m, Guimar\u00e3es, 4800-058, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, 5300-253, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050584318"],"corresponding_institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784","https://openalex.org/I99682543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8343,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7587837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9883000254631042,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9883000254631042,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9487000107765198,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9269000291824341,"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/pace","display_name":"Pace","score":0.843904972076416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7160241603851318},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.64195716381073},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.47875896096229553},{"id":"https://openalex.org/keywords/carry","display_name":"Carry (investment)","score":0.4699409604072571},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4295158386230469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2616989016532898},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16986343264579773}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.843904972076416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7160241603851318},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.64195716381073},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.47875896096229553},{"id":"https://openalex.org/C2776299755","wikidata":"https://www.wikidata.org/wiki/Q432449","display_name":"Carry (investment)","level":2,"score":0.4699409604072571},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4295158386230469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2616989016532898},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16986343264579773},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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":3,"locations":[{"id":"doi:10.1007/978-3-031-24866-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/27866","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/27866","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/85219","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/85219","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/27866","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/27866","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1560329957","https://openalex.org/W1595159159","https://openalex.org/W2051224630","https://openalex.org/W2152195021","https://openalex.org/W2170007150","https://openalex.org/W2201487387","https://openalex.org/W2418499371","https://openalex.org/W2959384841","https://openalex.org/W2991842529","https://openalex.org/W3049194088","https://openalex.org/W3082894650","https://openalex.org/W3089669567","https://openalex.org/W3092376343","https://openalex.org/W3118057467","https://openalex.org/W3192826979","https://openalex.org/W4236362309","https://openalex.org/W4245306669"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2354923724","https://openalex.org/W2146830340","https://openalex.org/W4288601434","https://openalex.org/W2377101853","https://openalex.org/W2362180844","https://openalex.org/W2378405797","https://openalex.org/W2913869602"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
