{"id":"https://openalex.org/W4292544859","doi":"https://doi.org/10.1007/978-3-031-14756-2_4","title":"Guidelines for\u00a0the\u00a0Application of\u00a0Data Mining to\u00a0the\u00a0Problem of\u00a0School Dropout","display_name":"Guidelines for\u00a0the\u00a0Application of\u00a0Data Mining to\u00a0the\u00a0Problem of\u00a0School Dropout","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4292544859","doi":"https://doi.org/10.1007/978-3-031-14756-2_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-14756-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14756-2_4","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/A5030304559","display_name":"Ver\u00f4nica Oliveira de Carvalho","orcid":"https://orcid.org/0000-0003-1741-1618"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Veronica Oliveira de Carvalho","raw_affiliation_strings":["Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069386537","display_name":"Bruno Elias Penteado","orcid":"https://orcid.org/0000-0002-8366-5512"},"institutions":[{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno Elias Penteado","raw_affiliation_strings":["Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (USP), S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (USP), S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210131883","https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054385205","display_name":"Leandro Rondado de Sousa","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro Rondado de Sousa","raw_affiliation_strings":["Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033912438","display_name":"Frank Jos\u00e9 Affonso","orcid":"https://orcid.org/0000-0002-5784-6248"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Frank Jos\u00e9 Affonso","raw_affiliation_strings":["Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Geoci\u00eancias e Ci\u00eancias Exatas, Universidade Estadual Paulista (Unesp), Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030304559"],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21472037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9840999841690063,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9840999841690063,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9835000038146973,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.967199981212616,"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/dropout","display_name":"Dropout (neural networks)","score":0.7294013500213623},{"id":"https://openalex.org/keywords/sociocultural-evolution","display_name":"Sociocultural evolution","score":0.6694186329841614},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.6420636773109436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6338880062103271},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5923711657524109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5672659873962402},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5494529008865356},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.524495542049408},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5110810995101929},{"id":"https://openalex.org/keywords/school-dropout","display_name":"School dropout","score":0.4627279043197632},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36335211992263794},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19344496726989746},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.17211052775382996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16204577684402466}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.7294013500213623},{"id":"https://openalex.org/C196187386","wikidata":"https://www.wikidata.org/wiki/Q1050187","display_name":"Sociocultural evolution","level":2,"score":0.6694186329841614},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.6420636773109436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6338880062103271},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5923711657524109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5672659873962402},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5494529008865356},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.524495542049408},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5110810995101929},{"id":"https://openalex.org/C3017496549","wikidata":"https://www.wikidata.org/wiki/Q780562","display_name":"School dropout","level":2,"score":0.4627279043197632},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36335211992263794},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19344496726989746},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.17211052775382996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16204577684402466},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-14756-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14756-2_4","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2033626294","https://openalex.org/W2045487331","https://openalex.org/W2068181924","https://openalex.org/W2094198095","https://openalex.org/W2134258922","https://openalex.org/W2329323587","https://openalex.org/W2540795244","https://openalex.org/W2557795582","https://openalex.org/W2752714680","https://openalex.org/W2810511505","https://openalex.org/W2884709376","https://openalex.org/W2911087020","https://openalex.org/W2936400010","https://openalex.org/W2956045592","https://openalex.org/W3014294420","https://openalex.org/W3022917006","https://openalex.org/W3026662013","https://openalex.org/W3093685893","https://openalex.org/W3159318626","https://openalex.org/W4241363768","https://openalex.org/W4243367342","https://openalex.org/W4253482905","https://openalex.org/W4256261914"],"related_works":["https://openalex.org/W2352250961","https://openalex.org/W3159318626","https://openalex.org/W4317643042","https://openalex.org/W2554669677","https://openalex.org/W4292544859","https://openalex.org/W3213810928","https://openalex.org/W2563345517","https://openalex.org/W2986698571","https://openalex.org/W3008654423","https://openalex.org/W2837724774"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}