{"id":"https://openalex.org/W148908695","doi":"https://doi.org/10.1007/978-3-642-33412-2_41","title":"Success Is Hidden in the Students\u2019 Data","display_name":"Success Is Hidden in the Students\u2019 Data","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W148908695","doi":"https://doi.org/10.1007/978-3-642-33412-2_41","mag":"148908695"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33412-2_41","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33412-2_41","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33412-2_41.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33412-2_41.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001532069","display_name":"Dimitrios Kravvaris","orcid":null},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitrios Kravvaris","raw_affiliation_strings":["Department of Informatics, Ionian University, Corfu, Greece","[Ionian University]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Ionian University, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]},{"raw_affiliation_string":"[Ionian University]","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002938093","display_name":"Katia Lida Kermanidis","orcid":"https://orcid.org/0000-0002-3270-5078"},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katia L. Kermanidis","raw_affiliation_strings":["Department of Informatics, Ionian University, Corfu, Greece","[Ionian University]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Ionian University, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]},{"raw_affiliation_string":"[Ionian University]","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113439448","display_name":"Eleni Thanou","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Thanou","raw_affiliation_strings":["Pedagogical Department of Preschool Education, University of Ioannina, Ioannina, Greece","University of Ioannina"],"affiliations":[{"raw_affiliation_string":"Pedagogical Department of Preschool Education, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"University of Ioannina","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001532069"],"corresponding_institution_ids":["https://openalex.org/I187792471"],"apc_list":null,"apc_paid":null,"fwci":1.5135,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90665647,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9929999709129333,"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":0.9929999709129333,"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":0.9919999837875366,"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":0.9889000058174133,"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/overfitting","display_name":"Overfitting","score":0.9055156707763672},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.7826923131942749},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.628009557723999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6072570085525513},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5895137190818787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275799036026001},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5016553401947021},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.481525719165802},{"id":"https://openalex.org/keywords/meta-learning","display_name":"Meta learning (computer science)","score":0.4551825225353241},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4299846589565277},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42424821853637695},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38973501324653625},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.32673513889312744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17284977436065674},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17084750533103943},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1364498734474182},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.11706390976905823},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.0750473141670227}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9055156707763672},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.7826923131942749},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.628009557723999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6072570085525513},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5895137190818787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275799036026001},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5016553401947021},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.481525719165802},{"id":"https://openalex.org/C2781002164","wikidata":"https://www.wikidata.org/wiki/Q6822311","display_name":"Meta learning (computer science)","level":3,"score":0.4551825225353241},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4299846589565277},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42424821853637695},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38973501324653625},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.32673513889312744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17284977436065674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17084750533103943},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1364498734474182},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.11706390976905823},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0750473141670227},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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:10.1007/978-3-642-33412-2_41","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33412-2_41","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33412-2_41.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01523091v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01523091","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.401-410, &#x27E8;10.1007/978-3-642-33412-2_41&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-33412-2_41","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33412-2_41","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33412-2_41.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W148908695.pdf","grobid_xml":"https://content.openalex.org/works/W148908695.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W109702185","https://openalex.org/W1560724230","https://openalex.org/W1569653074","https://openalex.org/W1570448133","https://openalex.org/W1838166440","https://openalex.org/W2008056655","https://openalex.org/W2055522016","https://openalex.org/W2079777076","https://openalex.org/W2123504579","https://openalex.org/W2136208491","https://openalex.org/W2139212933","https://openalex.org/W2140190241","https://openalex.org/W2152637230","https://openalex.org/W2544295733","https://openalex.org/W2912934387","https://openalex.org/W2966207845","https://openalex.org/W3150204026","https://openalex.org/W3193477162","https://openalex.org/W4212883601"],"related_works":["https://openalex.org/W1858249912","https://openalex.org/W2114034199","https://openalex.org/W1574414179","https://openalex.org/W2317428717","https://openalex.org/W2734259032","https://openalex.org/W4362597605","https://openalex.org/W4385261515","https://openalex.org/W3094038556","https://openalex.org/W4283736627","https://openalex.org/W4308755723"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
