{"id":"https://openalex.org/W3033130266","doi":"https://doi.org/10.1007/978-3-030-49663-0_50","title":"Learning Analytics in Big Data Era. Exploration, Validation and Predictive Models Development","display_name":"Learning Analytics in Big Data Era. Exploration, Validation and Predictive Models Development","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3033130266","doi":"https://doi.org/10.1007/978-3-030-49663-0_50","mag":"3033130266"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-49663-0_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49663-0_50","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":"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/A5009480484","display_name":"Ioannis C. Drivas","orcid":"https://orcid.org/0000-0003-2407-9502"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis C. Drivas","raw_affiliation_strings":["Department Archival, Library and Information Systems, Lab of Information Management, University of West Attica, 122 43, Egaleo, Greece"],"raw_orcid":"https://orcid.org/0000-0003-2407-9502","affiliations":[{"raw_affiliation_string":"Department Archival, Library and Information Systems, Lab of Information Management, University of West Attica, 122 43, Egaleo, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080888268","display_name":"\u0393\u03b5\u03ce\u03c1\u03b3\u03b9\u03bf\u03c2 \u0393\u03b9\u03b1\u03bd\u03bd\u03b1\u03ba\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0002-1659-3504"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios A. Giannakopoulos","raw_affiliation_strings":["Department Archival, Library and Information Systems, Lab of Information Management, University of West Attica, 122 43, Egaleo, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Archival, Library and Information Systems, Lab of Information Management, University of West Attica, 122 43, Egaleo, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049811978","display_name":"\u0394\u03b1\u03bc\u03b9\u03b1\u03bd\u03cc\u03c2 \u03a0. \u03a3\u03b1\u03ba\u03ac\u03c2","orcid":"https://orcid.org/0000-0002-2253-8966"},"institutions":[{"id":"https://openalex.org/I109954829","display_name":"Agricultural University of Athens","ror":"https://ror.org/03xawq568","country_code":"GR","type":"education","lineage":["https://openalex.org/I109954829"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Damianos P. Sakas","raw_affiliation_strings":["School of Applied Economics and Social Sciences, Agricultural University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Economics and Social Sciences, Agricultural University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I109954829"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7221,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83555208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"407","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":1.0,"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":1.0,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.973800003528595,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7912544012069702},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7340649366378784},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.7120288610458374},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7007546424865723},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6822942495346069},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6177344918251038},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5931175351142883},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.5555225610733032},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4187786281108856},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40434277057647705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38307520747184753},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19699737429618835},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12495476007461548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7912544012069702},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7340649366378784},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.7120288610458374},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7007546424865723},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6822942495346069},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6177344918251038},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5931175351142883},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.5555225610733032},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4187786281108856},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40434277057647705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38307520747184753},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19699737429618835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12495476007461548}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-49663-0_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49663-0_50","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1982464953","https://openalex.org/W2055391056","https://openalex.org/W2058543300","https://openalex.org/W2560911274","https://openalex.org/W2735083777","https://openalex.org/W2906239767","https://openalex.org/W2970141834","https://openalex.org/W3014226188"],"related_works":["https://openalex.org/W3034358594","https://openalex.org/W4213011574","https://openalex.org/W4214753100","https://openalex.org/W2809858895","https://openalex.org/W4255621315","https://openalex.org/W3025951784","https://openalex.org/W3138622659","https://openalex.org/W2915058771","https://openalex.org/W2328485418","https://openalex.org/W2973083876"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}