{"id":"https://openalex.org/W4413081205","doi":"https://doi.org/10.1007/978-3-031-98417-4_13","title":"EDNMs for\u00a0Visual Analytics of\u00a0Learning Behavior and\u00a0Early Risk Prediction","display_name":"EDNMs for\u00a0Visual Analytics of\u00a0Learning Behavior and\u00a0Early Risk Prediction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413081205","doi":"https://doi.org/10.1007/978-3-031-98417-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98417-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98417-4_13","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":"conference-paper","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/A5063206759","display_name":"Cheng Tang","orcid":"https://orcid.org/0000-0002-8148-1509"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Cheng Tang","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan"],"raw_orcid":"https://orcid.org/0000-0002-8148-1509","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070141449","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-3357-6319"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["Division of Electrical Engineering and Computer Science, Kanazawa University, Kanazawa, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3357-6319","affiliations":[{"raw_affiliation_string":"Division of Electrical Engineering and Computer Science, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069376593","display_name":"Haichuan Yang","orcid":"https://orcid.org/0000-0001-7100-7945"},"institutions":[{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haichuan Yang","raw_affiliation_strings":["Graduate School of Technology, Tokushima University, Tokushima, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7100-7945","affiliations":[{"raw_affiliation_string":"Graduate School of Technology, Tokushima University, Tokushima, Japan","institution_ids":["https://openalex.org/I922474255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357022","display_name":"Gen Li","orcid":"https://orcid.org/0000-0002-2886-798X"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Gen Li","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2886-798X","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086987164","display_name":"Li Chen","orcid":"https://orcid.org/0000-0003-0063-8744"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Li Chen","raw_affiliation_strings":["Faculty of Arts and Science, Kyushu University, Kyushu, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0063-8744","affiliations":[{"raw_affiliation_string":"Faculty of Arts and Science, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059443278","display_name":"Boxuan Ma","orcid":"https://orcid.org/0000-0002-1566-880X"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]},{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]},{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Boxuan Ma","raw_affiliation_strings":["Division of Electrical Engineering and Computer Science, Kanazawa University, Kanazawa, Japan","Faculty of Arts and Science, Kyushu University, Kyushu, Japan","Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan","Graduate School of Technology, Tokushima University, Tokushima, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1566-880X","affiliations":[{"raw_affiliation_string":"Division of Electrical Engineering and Computer Science, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]},{"raw_affiliation_string":"Faculty of Arts and Science, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Graduate School of Technology, Tokushima University, Tokushima, Japan","institution_ids":["https://openalex.org/I922474255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046057343","display_name":"Atsushi Shimada","orcid":"https://orcid.org/0000-0002-3635-9336"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Shimada","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3635-9336","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Kyushu, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063206759"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9689000248908997,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9199000000953674,"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/computer-science","display_name":"Computer science","score":0.8459180593490601},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7810735702514648},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.581802248954773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5023913383483887},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.47100725769996643},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41082391142845154},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3210728168487549},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3138677477836609},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.25595271587371826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8459180593490601},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7810735702514648},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.581802248954773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5023913383483887},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.47100725769996643},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41082391142845154},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3210728168487549},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3138677477836609},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25595271587371826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-98417-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98417-4_13","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":[{"id":"https://metadata.un.org/sdg/4","score":0.46000000834465027,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W643967429","https://openalex.org/W1982464953","https://openalex.org/W2096166399","https://openalex.org/W2143959207","https://openalex.org/W2156773695","https://openalex.org/W2606704687","https://openalex.org/W2930669685","https://openalex.org/W2955391314","https://openalex.org/W2981348762","https://openalex.org/W2982623704","https://openalex.org/W3000065748","https://openalex.org/W3017210342","https://openalex.org/W3201990632","https://openalex.org/W4205262271","https://openalex.org/W4229334887","https://openalex.org/W4289912996","https://openalex.org/W4296640294","https://openalex.org/W4392607884","https://openalex.org/W4400453428","https://openalex.org/W4400986048"],"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/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}