{"id":"https://openalex.org/W4410986543","doi":"https://doi.org/10.1109/educon62633.2025.11016314","title":"Enhancing Student-Centered Learning Environments: A Data-Driven Approach to Hybrid Lecture Room Classification and Resource Allocation","display_name":"Enhancing Student-Centered Learning Environments: A Data-Driven Approach to Hybrid Lecture Room Classification and Resource Allocation","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410986543","doi":"https://doi.org/10.1109/educon62633.2025.11016314"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"article","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/A5067913033","display_name":"Kay Berkling","orcid":"https://orcid.org/0000-0003-1186-5678"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kay Berkling","raw_affiliation_strings":["Cooperative State University,Department of Computer Science,Germany"],"affiliations":[{"raw_affiliation_string":"Cooperative State University,Department of Computer Science,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633106","display_name":"Hui Li","orcid":"https://orcid.org/0000-0002-5401-3013"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Cooperative State University,Department of Computer Science,Germany"],"affiliations":[{"raw_affiliation_string":"Cooperative State University,Department of Computer Science,Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112254434","display_name":"Konstanze Alex","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstanze Alex","raw_affiliation_strings":["Cooperative State University,Department of Computer Science,Germany"],"affiliations":[{"raw_affiliation_string":"Cooperative State University,Department of Computer Science,Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067913033"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13374812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9417999982833862,"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":0.9417999982833862,"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":0.7124754786491394},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6522050499916077},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.48192691802978516},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.47011056542396545},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3684762716293335},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3287011384963989},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32375624775886536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3206046223640442},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2058877944946289},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11328944563865662}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7124754786491394},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6522050499916077},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48192691802978516},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.47011056542396545},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3684762716293335},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3287011384963989},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32375624775886536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3206046223640442},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2058877944946289},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11328944563865662}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon62633.2025.11016314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W80209015","https://openalex.org/W2884091241","https://openalex.org/W2914528157","https://openalex.org/W2920286416","https://openalex.org/W2922296866","https://openalex.org/W2954915970","https://openalex.org/W2990550133","https://openalex.org/W3006309879","https://openalex.org/W3009951110","https://openalex.org/W3015901506","https://openalex.org/W3082384720","https://openalex.org/W3214456453","https://openalex.org/W4206290672","https://openalex.org/W4207045972","https://openalex.org/W4210802025","https://openalex.org/W4220844376","https://openalex.org/W4311137948","https://openalex.org/W4381686136","https://openalex.org/W4385428606","https://openalex.org/W4391828641","https://openalex.org/W4392191122","https://openalex.org/W4394716251","https://openalex.org/W4400002865","https://openalex.org/W4402762189","https://openalex.org/W6922513933"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413","https://openalex.org/W2153007255"],"abstract_inverted_index":{"Hybrid":[0],"classrooms":[1],"are":[2],"becoming":[3],"increasingly":[4],"prominent":[5],"in":[6,45,58,141],"higher":[7],"education,":[8],"yet":[9],"significant":[10],"misalignments":[11],"persist":[12],"between":[13],"student":[14,30],"expectations":[15],"and":[16,36,49,61,76,87,96,118,138],"current":[17,136],"classroom":[18,38,71,103],"designs.":[19],"To":[20],"address":[21],"this,":[22],"we":[23],"conducted":[24],"a":[25,66,129],"multi-campus":[26],"survey":[27],"to":[28,114,132],"evaluate":[29],"preferences":[31],"for":[32,69,98],"hybrid":[33,70,125],"learning":[34,120],"environments":[35],"dream":[37],"setups.":[39],"The":[40],"findings":[41,123],"reveal":[42],"critical":[43],"gaps":[44,137],"ergonomic":[46,75],"design,":[47],"infrastructure,":[48],"technological":[50],"integration,":[51],"emphasizing":[52],"the":[53,108],"importance":[54],"of":[55],"foundational":[56],"improvements":[57],"physical":[59],"comfort":[60],"accessibility.":[62],"This":[63],"study":[64],"proposes":[65],"three-phase":[67],"framework":[68],"evolution:":[72],"(1)":[73],"establishing":[74],"infrastructural":[77],"foundations,":[78],"(2)":[79],"integrating":[80],"essential":[81],"technologies":[82],"like":[83],"video":[84],"conferencing":[85],"tools,":[86],"(3)":[88],"gradually":[89],"adopting":[90],"advanced":[91],"solutions":[92],"such":[93],"as":[94,128],"AI":[95],"VR":[97],"personalized":[99],"learning.":[100],"By":[101],"aligning":[102],"design":[104],"with":[105],"pedagogical":[106],"advancements,":[107],"proposed":[109],"roadmap":[110],"provides":[111],"actionable":[112],"strategies":[113],"create":[115],"inclusive,":[116],"adaptable,":[117],"student-centered":[119],"environments.":[121],"These":[122],"underscore":[124],"learning's":[126],"potential":[127],"transformative":[130],"complement":[131],"traditional":[133],"classrooms,":[134],"bridging":[135],"fostering":[139],"innovation":[140],"education.":[142]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
