{"id":"https://openalex.org/W3015061200","doi":"https://doi.org/10.1587/transinf.2019edl8043","title":"Investigation on e-Learning Status Estimation for New Learners \u2014 Classifier Selection on Representative Sample Selection","display_name":"Investigation on e-Learning Status Estimation for New Learners \u2014 Classifier Selection on Representative Sample Selection","publication_year":2020,"publication_date":"2020-03-31","ids":{"openalex":"https://openalex.org/W3015061200","doi":"https://doi.org/10.1587/transinf.2019edl8043","mag":"3015061200"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2019edl8043","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019edl8043","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/4/E103.D_2019EDL8043/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/4/E103.D_2019EDL8043/_pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102491131","display_name":"Siyang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Siyang YU","raw_affiliation_strings":["Academic Center for Computing and Media Studies, Kyoto University"],"affiliations":[{"raw_affiliation_string":"Academic Center for Computing and Media Studies, Kyoto University","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112446014","display_name":"Kazuaki Kondo","orcid":null},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuaki KONDO","raw_affiliation_strings":["Academic Center for Computing and Media Studies, Kyoto University"],"affiliations":[{"raw_affiliation_string":"Academic Center for Computing and Media Studies, Kyoto University","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101880152","display_name":"Yuichi Nakamura","orcid":"https://orcid.org/0000-0001-5103-7194"},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi NAKAMURA","raw_affiliation_strings":["Academic Center for Computing and Media Studies, Kyoto University"],"affiliations":[{"raw_affiliation_string":"Academic Center for Computing and Media Studies, Kyoto University","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036055808","display_name":"Takayuki Nakajima","orcid":"https://orcid.org/0000-0003-3884-9205"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takayuki NAKAJIMA","raw_affiliation_strings":["Graduate School of Human and Environmental Studies, Kyoto University"],"affiliations":[{"raw_affiliation_string":"Graduate School of Human and Environmental Studies, Kyoto University","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086753922","display_name":"Masatake Dantsuji","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masatake DANTSUJI","raw_affiliation_strings":["Academic Center for Computing and Media Studies, Kyoto University"],"affiliations":[{"raw_affiliation_string":"Academic Center for Computing and Media Studies, Kyoto University","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102491131"],"corresponding_institution_ids":["https://openalex.org/I22299242","https://openalex.org/I39012071"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04349466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E103.D","issue":"4","first_page":"905","last_page":"909"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9666000008583069,"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/T11122","display_name":"Online Learning and Analytics","score":0.9625999927520752,"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":0.8524434566497803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6017537713050842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5977190732955933},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5911614298820496},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5739848613739014},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5386114120483398},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5186344981193542},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.493233859539032},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41431230306625366},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.059635281562805176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8524434566497803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6017537713050842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5977190732955933},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5911614298820496},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5739848613739014},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5386114120483398},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5186344981193542},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.493233859539032},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41431230306625366},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.059635281562805176},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1587/transinf.2019edl8043","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019edl8043","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/4/E103.D_2019EDL8043/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01221:0004436720","is_oa":true,"landing_page_url":"http://hdl.handle.net/2433/250172","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2019edl8043","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019edl8043","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/4/E103.D_2019EDL8043/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015061200.pdf","grobid_xml":"https://content.openalex.org/works/W3015061200.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1964716415","https://openalex.org/W2076636725","https://openalex.org/W2101234009","https://openalex.org/W2130314184","https://openalex.org/W2172071592","https://openalex.org/W2585421763"],"related_works":["https://openalex.org/W2047973478","https://openalex.org/W4295532600","https://openalex.org/W2063823869","https://openalex.org/W2067569035","https://openalex.org/W2090985514","https://openalex.org/W2997567050","https://openalex.org/W2885323543","https://openalex.org/W2145649715","https://openalex.org/W1483272040","https://openalex.org/W2930320701"],"abstract_inverted_index":{"This":[0],"article":[1],"introduces":[2],"our":[3],"investigation":[4],"on":[5,11],"learning":[6],"state":[7],"estimation":[8],"in":[9],"e-learning":[10],"the":[12],"condition":[13],"that":[14],"visual":[15],"observation":[16],"and":[17],"recording":[18],"of":[19,31,42],"a":[20,34,39],"learner's":[21],"behaviors":[22],"is":[23],"possible.":[24],"In":[25],"this":[26],"research,":[27],"we":[28],"examined":[29],"methods":[30],"adaptation":[32],"for":[33,37],"new":[35],"learner":[36],"whom":[38],"small":[40],"number":[41],"ground":[43],"truth":[44],"data":[45],"can":[46],"be":[47],"obtained.":[48]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
