{"id":"https://openalex.org/W637048257","doi":"https://doi.org/10.1007/978-3-662-44188-6_52","title":"Unfolding Learning Analytics for Big Data","display_name":"Unfolding Learning Analytics for Big Data","publication_year":2014,"publication_date":"2014-09-10","ids":{"openalex":"https://openalex.org/W637048257","doi":"https://doi.org/10.1007/978-3-662-44188-6_52","mag":"637048257"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-44188-6_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44188-6_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210201646","display_name":"Lecture notes in educational technology","issn_l":"2196-4963","issn":["2196-4963","2196-4971"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Educational Technology","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/A5067484409","display_name":"J\u00e9r\u00e9mie Seanosky","orcid":null},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jeremie Seanosky","raw_affiliation_strings":["School of Computing and Information Systems, Athabasca University, Athabasca, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059510916","display_name":"David Boulanger","orcid":"https://orcid.org/0000-0001-6194-2876"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Boulanger","raw_affiliation_strings":["School of Computing and Information Systems, Athabasca University, Athabasca, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042046313","display_name":"Vive Kumar","orcid":"https://orcid.org/0000-0003-3394-7789"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vivekanandan Kumar","raw_affiliation_strings":["Athabasca University, Athabasca, Canada","School of Computing and Information Systems, Athabasca University, Athabasca, Canada"],"affiliations":[{"raw_affiliation_string":"Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"School of Computing and Information Systems, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004362992","display_name":"Kinshuk Kinshuk","orcid":null},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kinshuk","raw_affiliation_strings":["Athabasca University, Edmonton, Alberta, Canada","School of Computing and Information Systems, Athabasca University, Athabasca, Canada"],"affiliations":[{"raw_affiliation_string":"Athabasca University, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"School of Computing and Information Systems, Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067484409"],"corresponding_institution_ids":["https://openalex.org/I86897205"],"apc_list":null,"apc_paid":null,"fwci":3.6662,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9316726,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"384"},"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9524999856948853,"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":0.95169997215271,"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/analytics","display_name":"Analytics","score":0.7349037528038025},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6873716115951538},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6823168396949768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681228518486023},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6314970850944519},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.572479784488678},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.48157763481140137},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47524070739746094},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43530598282814026},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.42830556631088257},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.42782387137413025},{"id":"https://openalex.org/keywords/nature-versus-nurture","display_name":"Nature versus nurture","score":0.4138911962509155},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.4131917953491211},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.41174620389938354},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3260144591331482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2800876498222351},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14732488989830017},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13109076023101807}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7349037528038025},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6873716115951538},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6823168396949768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681228518486023},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6314970850944519},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.572479784488678},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.48157763481140137},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47524070739746094},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43530598282814026},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.42830556631088257},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.42782387137413025},{"id":"https://openalex.org/C120452360","wikidata":"https://www.wikidata.org/wiki/Q1773859","display_name":"Nature versus nurture","level":2,"score":0.4138911962509155},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4131917953491211},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.41174620389938354},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3260144591331482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2800876498222351},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14732488989830017},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13109076023101807},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-44188-6_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44188-6_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210201646","display_name":"Lecture notes in educational technology","issn_l":"2196-4963","issn":["2196-4963","2196-4971"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Educational Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W121207765","https://openalex.org/W285336924","https://openalex.org/W1512861764","https://openalex.org/W1988939318","https://openalex.org/W1999416030","https://openalex.org/W2005372638","https://openalex.org/W2008356350","https://openalex.org/W2032365340","https://openalex.org/W2068552214","https://openalex.org/W2071097428","https://openalex.org/W2071254852","https://openalex.org/W2079966199","https://openalex.org/W2086235321","https://openalex.org/W2094228706","https://openalex.org/W2100763123","https://openalex.org/W2102243141","https://openalex.org/W2322980134","https://openalex.org/W2535691736","https://openalex.org/W2803483199","https://openalex.org/W3016778259"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2768832457","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}