{"id":"https://openalex.org/W3129040772","doi":"https://doi.org/10.1007/978-3-030-67788-6_14","title":"The Value of Epistemic Network Analysis in Single-Case Learning Analytics: A Case Study in Lifelong Learning","display_name":"The Value of Epistemic Network Analysis in Single-Case Learning Analytics: A Case Study in Lifelong Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3129040772","doi":"https://doi.org/10.1007/978-3-030-67788-6_14","mag":"3129040772"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-67788-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67788-6_14","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/A5084474896","display_name":"Luis P. Prieto","orcid":"https://orcid.org/0000-0002-0057-0682"},"institutions":[{"id":"https://openalex.org/I193629610","display_name":"Tallinn University","ror":"https://ror.org/05mey9k78","country_code":"EE","type":"education","lineage":["https://openalex.org/I193629610"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Luis P. Prieto","raw_affiliation_strings":["Tallinn University, 10120, Tallinn, Estonia"],"raw_orcid":"https://orcid.org/0000-0002-0057-0682","affiliations":[{"raw_affiliation_string":"Tallinn University, 10120, Tallinn, Estonia","institution_ids":["https://openalex.org/I193629610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043794259","display_name":"Mar\u00ed\u00ada Jes\u00fas Rodr\u00edguez-Triana","orcid":"https://orcid.org/0000-0001-8639-1257"},"institutions":[{"id":"https://openalex.org/I193629610","display_name":"Tallinn University","ror":"https://ror.org/05mey9k78","country_code":"EE","type":"education","lineage":["https://openalex.org/I193629610"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Jes\u00fas Rodr\u00edguez-Triana","raw_affiliation_strings":["Tallinn University, 10120, Tallinn, Estonia"],"raw_orcid":"https://orcid.org/0000-0001-8639-1257","affiliations":[{"raw_affiliation_string":"Tallinn University, 10120, Tallinn, Estonia","institution_ids":["https://openalex.org/I193629610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027793799","display_name":"Tobias Ley","orcid":"https://orcid.org/0000-0002-2804-2304"},"institutions":[{"id":"https://openalex.org/I193629610","display_name":"Tallinn University","ror":"https://ror.org/05mey9k78","country_code":"EE","type":"education","lineage":["https://openalex.org/I193629610"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Tobias Ley","raw_affiliation_strings":["Tallinn University, 10120, Tallinn, Estonia"],"raw_orcid":"https://orcid.org/0000-0002-2804-2304","affiliations":[{"raw_affiliation_string":"Tallinn University, 10120, Tallinn, Estonia","institution_ids":["https://openalex.org/I193629610"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061166172","display_name":"Brendan Eagan","orcid":"https://orcid.org/0000-0002-9189-1747"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendan Eagan","raw_affiliation_strings":["University of Wisconsin-Madison, Madison, WI, 53715, USA"],"raw_orcid":"https://orcid.org/0000-0002-9189-1747","affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, Madison, WI, 53715, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084474896"],"corresponding_institution_ids":["https://openalex.org/I193629610"],"apc_list":null,"apc_paid":null,"fwci":4.4929,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95439377,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.7788568735122681},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6860753297805786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5352886915206909},{"id":"https://openalex.org/keywords/qualitative-property","display_name":"Qualitative property","score":0.5242619514465332},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49326199293136597},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48760882019996643},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43418481945991516},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40504443645477295},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23523464798927307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18383833765983582},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.17260614037513733}],"concepts":[{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.7788568735122681},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6860753297805786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5352886915206909},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.5242619514465332},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49326199293136597},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48760882019996643},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43418481945991516},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40504443645477295},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23523464798927307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18383833765983582},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.17260614037513733},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-67788-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67788-6_14","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W31491827","https://openalex.org/W179713309","https://openalex.org/W582681964","https://openalex.org/W958804159","https://openalex.org/W1533171997","https://openalex.org/W1992422174","https://openalex.org/W2027890252","https://openalex.org/W2040150143","https://openalex.org/W2070613916","https://openalex.org/W2086235321","https://openalex.org/W2087074240","https://openalex.org/W2151586234","https://openalex.org/W2159449838","https://openalex.org/W2171670511","https://openalex.org/W2181390694","https://openalex.org/W2343005524","https://openalex.org/W2586885782","https://openalex.org/W2598502360","https://openalex.org/W2605019480","https://openalex.org/W2769130968","https://openalex.org/W2780384220","https://openalex.org/W2800611363","https://openalex.org/W2912513445","https://openalex.org/W2949082359","https://openalex.org/W2979542232","https://openalex.org/W2979647235","https://openalex.org/W2979912987","https://openalex.org/W2980000965","https://openalex.org/W3011299606","https://openalex.org/W3033736615","https://openalex.org/W3091253902","https://openalex.org/W3188103093"],"related_works":["https://openalex.org/W2364105709","https://openalex.org/W2384383462","https://openalex.org/W2380954666","https://openalex.org/W422428167","https://openalex.org/W1981922029","https://openalex.org/W2391851613","https://openalex.org/W1485190762","https://openalex.org/W2037025106","https://openalex.org/W2101681732","https://openalex.org/W4320922479"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}