{"id":"https://openalex.org/W7124900648","doi":"https://doi.org/10.1109/seeda-cecnsm68644.2025.11329864","title":"Leveraging Grey Wolf Optimization Fundamentals for a Learning Design Framework to Proactively Manage the Risk of Student Failure","display_name":"Leveraging Grey Wolf Optimization Fundamentals for a Learning Design Framework to Proactively Manage the Risk of Student Failure","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W7124900648","doi":"https://doi.org/10.1109/seeda-cecnsm68644.2025.11329864"},"language":null,"primary_location":{"id":"doi:10.1109/seeda-cecnsm68644.2025.11329864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm68644.2025.11329864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","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/A5091480796","display_name":"Anastasia Themeli","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasia Themeli","raw_affiliation_strings":["National and Kapodistrian University of Athens,Department of Pedagogy and Primary Education,Athens,Greece"],"raw_orcid":"https://orcid.org/0009-0002-1340-0604","affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Department of Pedagogy and Primary Education,Athens,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012066485","display_name":"Dimitri\u03bfs Kotsifakos","orcid":"https://orcid.org/0000-0002-6656-260X"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Kotsifakos","raw_affiliation_strings":["National and Kapodistrian University of Athens,Department of Pedagogy and Primary Education,Athens,Greece"],"raw_orcid":"https://orcid.org/0000-0002-6656-260X","affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Department of Pedagogy and Primary Education,Athens,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067289495","display_name":"Yannis Psaromiligkos","orcid":"https://orcid.org/0000-0002-8420-8663"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yannis Psaromiligkos","raw_affiliation_strings":["University of West Attica, Attika,Department of Business Administration,Athens,Greece"],"raw_orcid":"https://orcid.org/0000-0002-8420-8663","affiliations":[{"raw_affiliation_string":"University of West Attica, Attika,Department of Business Administration,Athens,Greece","institution_ids":["https://openalex.org/I4210094138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70285795,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.0812000036239624,"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":0.0812000036239624,"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/T12950","display_name":"Educational Environments and Student Outcomes","score":0.06650000065565109,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.051100000739097595,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/quality","display_name":"Quality (philosophy)","score":0.5220000147819519},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5026999711990356},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4724000096321106},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.46779999136924744},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4652999937534332},{"id":"https://openalex.org/keywords/design-science","display_name":"Design science","score":0.4214000105857849},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41040000319480896},{"id":"https://openalex.org/keywords/learning-design","display_name":"Learning design","score":0.4041999876499176},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.37869998812675476}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5220000147819519},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5051000118255615},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5026999711990356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5020999908447266},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46779999136924744},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4652999937534332},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41040000319480896},{"id":"https://openalex.org/C2989099063","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Learning design","level":2,"score":0.4041999876499176},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3504999876022339},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34439998865127563},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3391999900341034},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.33390000462532043},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.33379998803138733},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.3296000063419342},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31679999828338623},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.3122999966144562},{"id":"https://openalex.org/C183759332","wikidata":"https://www.wikidata.org/wiki/Q343680","display_name":"Action learning","level":4,"score":0.3107999861240387},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C139140526","wikidata":"https://www.wikidata.org/wiki/Q8034614","display_name":"Job design","level":4,"score":0.2761000096797943},{"id":"https://openalex.org/C164403151","wikidata":"https://www.wikidata.org/wiki/Q7336280","display_name":"Risk management framework","level":4,"score":0.26649999618530273},{"id":"https://openalex.org/C33276779","wikidata":"https://www.wikidata.org/wiki/Q1943363","display_name":"Design elements and principles","level":2,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/seeda-cecnsm68644.2025.11329864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm68644.2025.11329864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7331589460372925}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2277550377","https://openalex.org/W2518782678","https://openalex.org/W2531767846","https://openalex.org/W2551833653","https://openalex.org/W2567482051","https://openalex.org/W2725692393","https://openalex.org/W2762145121","https://openalex.org/W2800204907","https://openalex.org/W2890544186","https://openalex.org/W2891217685","https://openalex.org/W2944926045","https://openalex.org/W2974763269","https://openalex.org/W3014421158","https://openalex.org/W3014646985","https://openalex.org/W3032942187","https://openalex.org/W3083868711","https://openalex.org/W3111242942","https://openalex.org/W3111465890","https://openalex.org/W3111985854","https://openalex.org/W3191290398","https://openalex.org/W3205950053","https://openalex.org/W4232022303","https://openalex.org/W4253589649","https://openalex.org/W4287980873","https://openalex.org/W4292458134","https://openalex.org/W4293731327","https://openalex.org/W4312211780","https://openalex.org/W4385541649","https://openalex.org/W4388204609","https://openalex.org/W4388697852","https://openalex.org/W4388895673","https://openalex.org/W4392409112","https://openalex.org/W4403070718","https://openalex.org/W4407130420"],"related_works":[],"abstract_inverted_index":{"This":[0,103],"paper":[1],"aims":[2],"to":[3,79,95,106],"connect":[4],"the":[5,11,22,29,36,46,68,73,88,98,114],"learning":[6,18,53,92,115],"design":[7,77,82,93,116],"process":[8],"with":[9],"managing":[10],"risk":[12,61,99,111],"of":[13,24,31,51,90,100],"student":[14,43,101],"failure":[15],"in":[16,21,87],"technologyenhanced":[17],"scenarios.":[19],"Grounded":[20],"field":[23],"Learning":[25],"Design,":[26],"which":[27],"explores":[28],"interplay":[30],"pedagogy,":[32],"content,":[33],"and":[34,45,49],"technology,":[35],"study":[37],"highlights":[38],"how":[39],"these":[40],"components":[41],"shape":[42],"engagement":[44],"overall":[47],"effectiveness":[48],"quality":[50],"a":[52,60,91],"scenario,":[54],"as":[55,57],"well":[56],"feed":[58],"into":[59,113],"analysis":[62],"process.":[63,117],"Using":[64],"methodological":[65],"elements":[66],"from":[67],"Grey":[69],"Wolf":[70],"Optimizer":[71],"algorithm,":[72],"research":[74],"optimizes":[75],"key":[76],"parameters":[78],"support":[80],"risk-oriented":[81],"decisions.":[83],"The":[84],"findings":[85],"result":[86],"development":[89],"framework":[94],"proactively":[96],"manage":[97],"failure.":[102],"work":[104],"contributes":[105],"existing":[107],"literature":[108],"by":[109],"integrating":[110],"management":[112]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-21T00:00:00"}