{"id":"https://openalex.org/W4406370720","doi":"https://doi.org/10.1145/3708394.3708415","title":"Exploring Intelligent Feedback Systems for Student Engagement in Digitized Physical Education Learning through Machine Learning","display_name":"Exploring Intelligent Feedback Systems for Student Engagement in Digitized Physical Education Learning through Machine Learning","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4406370720","doi":"https://doi.org/10.1145/3708394.3708415"},"language":"en","primary_location":{"id":"doi:10.1145/3708394.3708415","doi":"https://doi.org/10.1145/3708394.3708415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708394.3708415","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 International Conference on Artificial Intelligence and Future Education","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3708394.3708415","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yanjun Liu","orcid":"https://orcid.org/0009-0001-2361-2443","observed_orcids":["https://orcid.org/0009-0001-2361-2443"]},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Liu","raw_affiliation_strings":["College of Sports and Health, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0001-2361-2443","affiliations":[{"raw_affiliation_string":"College of Sports and Health, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ding Lu","orcid":"https://orcid.org/0009-0001-6576-2693","observed_orcids":["https://orcid.org/0009-0001-6576-2693"]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]},{"id":"https://openalex.org/I87710204","display_name":"Beijing Sport University","ror":"https://ror.org/03w0k0x36","country_code":"CN","type":"education","lineage":["https://openalex.org/I87710204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Lu","raw_affiliation_strings":["College of Humanities, Beijing Sport University, Beijing, China","College of Physical Education, Yunnan University, Kunming, Yunnan, China"],"raw_orcid":"https://orcid.org/0009-0001-6576-2693","affiliations":[{"raw_affiliation_string":"College of Humanities, Beijing Sport University, Beijing, China","institution_ids":["https://openalex.org/I87710204"]},{"raw_affiliation_string":"College of Physical Education, Yunnan University, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dan Xu","orcid":"https://orcid.org/0009-0008-4554-3726","observed_orcids":["https://orcid.org/0009-0008-4554-3726"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dan Xu","raw_affiliation_strings":["Shenzhen Middle School, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0008-4554-3726","affiliations":[{"raw_affiliation_string":"Shenzhen Middle School, Shenzhen, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yiwen Zheng","orcid":"https://orcid.org/0009-0009-9665-6189","observed_orcids":["https://orcid.org/0009-0009-9665-6189"]},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Zheng","raw_affiliation_strings":["International Affairs Division, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-9665-6189","affiliations":[{"raw_affiliation_string":"International Affairs Division, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tong Zhou","orcid":"https://orcid.org/0009-0003-2618-3482","observed_orcids":["https://orcid.org/0009-0003-2618-3482"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tong Zhou","raw_affiliation_strings":["Shenzhen Middle School, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0003-2618-3482","affiliations":[{"raw_affiliation_string":"Shenzhen Middle School, Shenzhen, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nianhong Li","orcid":"https://orcid.org/0009-0005-5691-8296","observed_orcids":["https://orcid.org/0009-0005-5691-8296"]},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nianhong Li","raw_affiliation_strings":["College of Physical Education, Yunnan University, Kunming, Yunnan, China"],"raw_orcid":"https://orcid.org/0009-0005-5691-8296","affiliations":[{"raw_affiliation_string":"College of Physical Education, Yunnan University, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ruisen Feng","orcid":"https://orcid.org/0009-0009-7214-7240","observed_orcids":["https://orcid.org/0009-0009-7214-7240"]},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Ruisen Feng","raw_affiliation_strings":["Faculty of Education, University of Macau, Macau, China","Shenzhen Middle School, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0009-7214-7240","affiliations":[{"raw_affiliation_string":"Faculty of Education, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Shenzhen Middle School, Shenzhen, Guangdong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2683,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82815654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.8393999934196472,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.8393999934196472,"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":0.14270000159740448,"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/T11718","display_name":"Physical Education and Pedagogy","score":0.006500000134110451,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/student-engagement","display_name":"student engagement","score":0.9430000185966492},{"id":"https://openalex.org/keywords/intelligent-feedback-systems","display_name":"intelligent feedback systems","score":0.8190000057220459},{"id":"https://openalex.org/keywords/final-grade-prediction","display_name":"final grade prediction","score":0.7450000047683716},{"id":"https://openalex.org/keywords/performance-evaluation","display_name":"performance evaluation","score":0.7940000295639038},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"learning analytics","score":0.5509999990463257},{"id":"https://openalex.org/keywords/intelligent-educational-systems","display_name":"intelligent learning systems","score":0.4779999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7220577597618103},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4386703670024872},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4224069118499756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.364237904548645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708394.3708415","doi":"https://doi.org/10.1145/3708394.3708415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708394.3708415","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 International Conference on Artificial Intelligence and Future Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3708394.3708415","doi":"https://doi.org/10.1145/3708394.3708415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708394.3708415","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 International Conference on Artificial Intelligence and Future Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"sustainable_development_goals_aurora":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2317560672","https://openalex.org/W2793005603","https://openalex.org/W3180884099","https://openalex.org/W4205209281","https://openalex.org/W4280589899","https://openalex.org/W4323666965","https://openalex.org/W4388946710"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Purposes:":[0],"Through":[1],"machine":[2],"learning":[3,12,72,100],"analysis":[4,35],"of":[5,20,43,89],"objective":[6],"data":[7],"from":[8],"digital":[9],"physical":[10],"education":[11],"(DPEL)":[13],"platforms,":[14],"explore":[15],"the":[16,38,55],"relationship":[17],"and":[18,25,28,41,53,66,73,97,101],"degree":[19],"correlation":[21],"between":[22],"student":[23,58,90],"engagement":[24,59,91],"performance":[26],"assessment,":[27],"predict":[29],"final":[30],"grades.":[31],"Utilize":[32,85],"grounded":[33],"theory":[34],"to":[36,51,92],"investigate":[37],"reasons,":[39],"phenomena,":[40],"experiences":[42],"students":[44,77],"participating":[45,78],"in":[46,60,79],"DPEL.":[47],"The":[48],"goal":[49],"is":[50],"understand":[52],"clarify":[54],"factors":[56],"influencing":[57],"DPEL,":[61],"forming":[62],"a":[63,86,94],"theoretical":[64],"framework":[65],"action":[67],"guidelines.":[68],"Develop":[69],"an":[70],"intelligent":[71,99],"feedback":[74],"system":[75],"for":[76],"DPEL":[80],"based":[81],"on":[82],"artificial":[83],"intelligence.":[84],"comprehensive":[87],"understanding":[88],"create":[93],"more":[95],"sophisticated":[96],"accurate":[98],"assessment":[102],"mechanism.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2025-10-10T00:00:00"}