{"id":"https://openalex.org/W2993252151","doi":null,"title":"Diagnosis Mechanism and Feedback System to Accomplish the Full-Loop Learning Architecture","display_name":"Diagnosis Mechanism and Feedback System to Accomplish the Full-Loop Learning Architecture","publication_year":2011,"publication_date":"2011-03-17","ids":{"openalex":"https://openalex.org/W2993252151","mag":"2993252151"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.183.9116","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.9116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ifets.info/journals/11_1/3.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5111609595","display_name":"Jia\u2010Sheng Heh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-sheng Heh","raw_affiliation_strings":["Chung Yuan Christian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102424462","display_name":"Shao Chun Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I14780663","display_name":"MingDao University","ror":"https://ror.org/01nrk6j30","country_code":"TW","type":"education","lineage":["https://openalex.org/I14780663"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shao-chun Li","raw_affiliation_strings":["MINGDAO UNIVERSITY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MINGDAO UNIVERSITY","institution_ids":["https://openalex.org/I14780663"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alex Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Alex Chang","raw_affiliation_strings":["Chung Yuan Christian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059728793","display_name":"Maiga Chang","orcid":"https://orcid.org/0000-0002-2827-6223","observed_orcids":["https://orcid.org/0000-0002-2827-6223"]},"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":"Maiga Chang","raw_affiliation_strings":["Athabasca University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athabasca University","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103751891","display_name":"Tzu Chien Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-chien Liu","raw_affiliation_strings":["National Central University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7867,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.75705727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9916999936103821,"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/T14025","display_name":"Educational Technology and Assessment","score":0.00430000014603138,"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/T11122","display_name":"Online Learning and Analytics","score":0.0019000000320374966,"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/learning-diagnosis","display_name":"learning diagnosis","score":0.9729999899864197},{"id":"https://openalex.org/keywords/knowledge-maps","display_name":"knowledge maps","score":0.5849999785423279},{"id":"https://openalex.org/keywords/misconceptions","display_name":"misconceptions","score":0.5389999747276306},{"id":"https://openalex.org/keywords/personalized-learning-paths","display_name":"personalized learning paths","score":0.8450000286102295},{"id":"https://openalex.org/keywords/adaptive-learning-materials","display_name":"adaptive learning materials","score":0.7689999938011169},{"id":"https://openalex.org/keywords/remedial-learning","display_name":"remedial learning","score":0.9079999923706055},{"id":"https://openalex.org/keywords/feedback-systems","display_name":"feedback systems","score":0.7850000262260437},{"id":"https://openalex.org/keywords/distance-education","display_name":"distance education","score":0.871999979019165},{"id":"https://openalex.org/keywords/web-based-learning-environment","display_name":"web-based learning environment","score":0.7940000295639038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6054726243019104},{"id":"https://openalex.org/C100207952","wikidata":"https://www.wikidata.org/wiki/Q7311597","display_name":"Remedial education","level":2,"score":0.5806107521057129},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5768001675605774},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.5381357073783875},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.5371703505516052},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5328925848007202},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5128040909767151},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.5004558563232422},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.43747425079345703},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.3983691930770874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3764444589614868},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2688823938369751}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.183.9116","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.183.9116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ifets.info/journals/11_1/3.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W25336840","https://openalex.org/W72008168","https://openalex.org/W190437125","https://openalex.org/W259498563","https://openalex.org/W1502139053","https://openalex.org/W1562354573","https://openalex.org/W1579047842","https://openalex.org/W1659591423","https://openalex.org/W1772063849","https://openalex.org/W1964036381","https://openalex.org/W1970956543","https://openalex.org/W1984452721","https://openalex.org/W2035627887","https://openalex.org/W2112929667","https://openalex.org/W2118738149","https://openalex.org/W2128009317","https://openalex.org/W2149565551","https://openalex.org/W2152669737","https://openalex.org/W2394940215","https://openalex.org/W2769416443","https://openalex.org/W2913293464"],"related_works":["https://openalex.org/W2169132913","https://openalex.org/W2269836717","https://openalex.org/W7098777547","https://openalex.org/W2059595423","https://openalex.org/W2156866426","https://openalex.org/W7099546678","https://openalex.org/W2171518060","https://openalex.org/W7096310258","https://openalex.org/W2217048783","https://openalex.org/W3130343671"],"abstract_inverted_index":{"Students":[0],"in":[1,45],"network-based":[2],"learning":[3,9,15,20,25,34,43,57,64,84,102,110,139,142,164,167,176],"environments":[4],"may":[5],"have":[6],"their":[7,14],"own":[8],"paths":[10,143,168],"based":[11,66],"on":[12,31,67],"either":[13],"results":[16,132],"or":[17],"status.":[18],"The":[19,131,150],"system":[21,85,147],"can":[22],"choose":[23],"suitable":[24,77,101,163],"materials":[26,76,103,140,165],"for":[27,78,112,169],"individual":[28,113],"students":[29,32,55,92,114],"depending":[30],"\u2019":[33,56],"results.":[35],"There":[36],"is":[37,52],"a":[38,62,68,95,109],"lot":[39],"of":[40,81,91,133,152],"research":[41,60,120,154],"about":[42,74],"diagnosis":[44,160],"distance":[46],"education,":[47],"and":[48,71,87,107,124,141,166],"the":[49,83,89,128,134,138,146,159,175],"main":[50],"objective":[51],"to":[53,105,115,126],"improve":[54],"effects.":[58,130],"This":[59,119],"proposes":[61],"full-loop":[63],"architecture":[65],"knowledge":[69,96],"map":[70],"provides":[72],"feedback":[73,129],"teaching":[75],"students.":[79],"First":[80],"all,":[82],"diagnoses":[86],"identifies":[88],"misconceptions":[90,106],"by":[93,145],"using":[94],"map;":[97],"second,":[98],"it":[99],"selects":[100],"according":[104],"arranges":[108],"path":[111],"do":[116],"remedial":[117],"learning.":[118],"uses":[121],"precision,":[122],"recall,":[123],"F-measure":[125],"measure":[127],"experiment":[135],"show":[136],"that":[137],"suggested":[144],"are":[148,155],"good.":[149],"contributions":[151],"this":[153],"as":[156],"follows:":[157],"improving":[158,174],"method;":[161],"giving":[162],"remedy":[170],"learning;":[171],"and,":[172],"moreover,":[173]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-12-13T00:00:00"}