{"id":"https://openalex.org/W2950662532","doi":"https://doi.org/10.1142/s2196888819500179","title":"A Video Recommendation System for Complex Topic Learning Based on a Sustainable Design Approach","display_name":"A Video Recommendation System for Complex Topic Learning Based on a Sustainable Design Approach","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2950662532","doi":"https://doi.org/10.1142/s2196888819500179","mag":"2950662532"},"language":"en","primary_location":{"id":"doi:10.1142/s2196888819500179","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888819500179","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1142/s2196888819500179","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Vargas Meza Xanat","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Vargas Meza Xanat","raw_affiliation_strings":["Department of Kansei, Behavioral and Brain Sciences, Graduate School of Comprehensive Human Sciences, The University of Tsukuba, 1-1-1 Tennodai Tsukuba, Ibaraki 305-8577, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Kansei, Behavioral and Brain Sciences, Graduate School of Comprehensive Human Sciences, The University of Tsukuba, 1-1-1 Tennodai Tsukuba, Ibaraki 305-8577, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084180560","display_name":"Toshimasa Yamanaka","orcid":"https://orcid.org/0000-0001-9049-294X"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yamanaka Toshimasa","raw_affiliation_strings":["Department of Art and Design, School of Art and Design, The University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Art and Design, School of Art and Design, The University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I146399215"],"apc_list":null,"apc_paid":null,"fwci":0.9374,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80253907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"06","issue":"03","first_page":"329","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.993399977684021,"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":0.993399977684021,"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":0.974399983882904,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.755149245262146},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.6796404719352722},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.656811535358429},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5365256071090698},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.43947434425354004},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.42794620990753174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31461745500564575},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2715193033218384},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.18314549326896667},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16380590200424194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755149245262146},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.6796404719352722},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.656811535358429},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5365256071090698},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43947434425354004},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.42794620990753174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31461745500564575},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2715193033218384},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.18314549326896667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16380590200424194},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s2196888819500179","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888819500179","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:86faf1bbebfd4e55b959604e219b6a42","is_oa":false,"landing_page_url":"https://doaj.org/article/86faf1bbebfd4e55b959604e219b6a42","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vietnam Journal of Computer Science, Vol 6, Iss 3, Pp 329-342 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1142/s2196888819500179","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888819500179","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317305","display_name":"Rotary Yoneyama Memorial Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W333419001","https://openalex.org/W1217231470","https://openalex.org/W1510126719","https://openalex.org/W1529785769","https://openalex.org/W1544744805","https://openalex.org/W1686065478","https://openalex.org/W2005311637","https://openalex.org/W2005432821","https://openalex.org/W2025605741","https://openalex.org/W2026962484","https://openalex.org/W2036277468","https://openalex.org/W2040467972","https://openalex.org/W2069388533","https://openalex.org/W2105594594","https://openalex.org/W2112412435","https://openalex.org/W2138334515","https://openalex.org/W2163179583","https://openalex.org/W2171960770","https://openalex.org/W2198597884","https://openalex.org/W2400110100","https://openalex.org/W2504272760","https://openalex.org/W2512971201","https://openalex.org/W2604311458","https://openalex.org/W2615268351","https://openalex.org/W2615484288","https://openalex.org/W2620081833","https://openalex.org/W2735656899","https://openalex.org/W2751836094","https://openalex.org/W2785902049","https://openalex.org/W2790381757","https://openalex.org/W2792490423","https://openalex.org/W2805954418","https://openalex.org/W2895283717","https://openalex.org/W2904119337","https://openalex.org/W2946300368","https://openalex.org/W3033258064","https://openalex.org/W4239946314","https://openalex.org/W4254982883"],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2045871438","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2368095327","https://openalex.org/W2122731942","https://openalex.org/W2402445420"],"abstract_inverted_index":{"There":[0],"are":[1],"several":[2],"issues":[3],"compromising":[4],"the":[5,13,52,66,73,91],"educational":[6],"role":[7],"of":[8,15,54,75,93],"social":[9,25],"networks,":[10],"particularly":[11],"in":[12,60,68,80],"case":[14],"video-based":[16],"online":[17,48],"content.":[18],"Among":[19],"them,":[20],"individual":[21],"(cognitive":[22],"and":[23,27,29,58,83,103],"emotional),":[24],"(privacy":[26],"ethics)":[28],"structural":[30],"(algorithmic":[31],"bias)":[32],"challenges":[33],"can":[34],"be":[35],"found.":[36],"To":[37],"cope":[38],"with":[39],"such":[40],"issues,":[41],"we":[42],"propose":[43],"a":[44,100],"recommendation":[45],"system":[46,67],"for":[47,65],"video":[49],"content,":[50],"applying":[51],"principles":[53],"sustainable":[55],"design.":[56],"Precision":[57],"recall":[59,84],"English":[61],"were":[62,85],"slightly":[63],"lower":[64],"comparison":[69],"to":[70],"YouTube,":[71],"but":[72],"variety":[74],"recommended":[76],"items":[77],"increased;":[78],"while":[79],"Spanish,":[81],"precision":[82],"higher.":[86],"Expected":[87],"results":[88],"include":[89],"fostering":[90],"adoption":[92],"complex":[94],"thinking":[95],"by":[96],"taking":[97],"on":[98],"account":[99],"user\u2019s":[101],"objective":[102],"subjective":[104],"contexts.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}