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Knowledge Co-Construction in Online Learning : Applying Social Learning Analytic Methods and Artificial Intelligence

Knowledge Co-Construction in Online Learning : Applying Social Learning Analytic Methods and Artificial Intelligence (Paperback)

Charlotte Gunawardena, Nick Flor, Damien M. Sanchez (지은이)
Routledge
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Knowledge Co-Construction in Online Learning : Applying Social Learning Analytic Methods and Artificial Intelligence
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책 정보

· 제목 : Knowledge Co-Construction in Online Learning : Applying Social Learning Analytic Methods and Artificial Intelligence (Paperback) 
· 분류 : 외국도서 > 교육/자료 > 교육 > 원격/온라인 교육
· ISBN : 9781032349190
· 쪽수 : 328쪽
· 출판일 : 2025-04-18

목차

Part 1: Theoretical Foundations?1. Theoretical Foundations of Social Construction of Knowledge (SCK) and the Interaction Analysis Model (IAM) 2. A Review of the Interaction Analysis Model (IAM) Research Applications 3. Social Interaction and Knowledge Construction in Online Environments?Part 2 - Methods for Researching the Social Environment Online?4. Social Learning Analytic Methods (SLAM) for Examining Online Social Dynamics 5. Social Construction of Knowledge (SCK) Platforms, Scraping, and Methods 6. Analytics Tools?Part 3: Social Environment Analysis Procedures?7. Lexical Foundations: Rooting Analysis in Theory 8. Sentiment Analysis 9. Cluster Analysis 10. Social Network Analysis (SNA) 11. Natural Language Processing 12. Classifications and Predictive Analytics of the Social Environment 13. Artificial Intelligence and Large Language Models?Part 4: Applications?14. Social Construction of Knowledge and Social Action On #BlackLivesMatter in Twitter 15. Social Network Centrality, Social Construction of Knowledge, and Nurse Practitioner Competency in Asynchronous Online Discussions 16. Large Language Models for Analyzing Social Construction of Knowledge using Local Artificial Intelligence Applications?Part 5: Reconceptualized Interaction Analysis Model (IAM) 2.0 with Social Learning Analytic Methods (SLAM) and Artificial Intelligence (AI)?17. Interaction Analysis Model 2.0: Reconceptualization 18. Future Directions: Research and Practice with the Interaction Analysis Model 2.0 (IAM 2.0)

저자소개

Nick Flor (지은이)    정보 더보기
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Damien M. Sanchez (지은이)    정보 더보기
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