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| Link zu diesem Datensatz | https://d-nb.info/1328655172 |
| Art des Inhalts | Aufsatzsammlung |
| Titel | Assessment Analytics in Education : Designs, Methods and Solutions / edited by Muhittin Sahin, Dirk Ifenthaler |
| Person(en) |
Sahin, Muhittin (Herausgeber) Ifenthaler, Dirk (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer International Publishing, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XV, 165 p. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-56364-5 Printed edition:: ISBN: 978-3-031-56366-9 Printed edition:: ISBN: 978-3-031-56367-6 |
| Inhalt | Part 1. Perspectives on Behavior, Engagement, and Interaction -- 1. Foundations of Assessment Analytics (Muhittin Sahin, Dirk Ifenthaler) -- 2. Uncovering Students' Temporal Quiz-Taking Behavior Patterns using Sequence Analysis (Gökhan Akçapınar, Hale Ilgaz, Alper Bayazıt, Denizer Yıldırım) -- 3. Assessment Analytics for Digital Assessments – Identifying Modeling and Interpreting Behavioral Engagement (Okan Bulut, Seyma Nur, Guher Gorgun) -- 4. Guiding Students towards Successful Assessments using Learning Analytics – from Behavioral Data to Formative Feedback (Michael Hanses, Lars van Rijn, Heike Karolyi, Claudia de Witt) -- 5. Transforming Tertiary Education: the Role of Learning Analytics in Improving Students’ Success (Ursina E. Raemy, Stefan J. Troche, Kinga Sipos, Boris Mayer, André Klostermann, Danièle A. Gubler, Natalie Borter) -- 6. Group Cohesion and Performance in Computer-Supported Collaborative Learning (Jan-Bennet Voltmer, Laura Froehlich, Natalia Reich-Stiebert, Jennifer Raimann, Stefan Stürmer) -- Part 2. Perspectives on Analytics, Design, and Indicators -- 7. A Plurality of Measures: from Scale to Modality (Charles Lang, Lalitha Vasudevan, Rhea Jaffer) -- 8. Framework of Assessment Design based on Evidence Centered Design for Assessment Analytics (Cennet Terzi Müftüoğlu, Muhittin Sahin) -- 9. Design of Assessment Task Analytics Dashboard Based on Elo Rating in E-Assessment (Sinan Keskin, Furkan Aydın, Halil Yurdugül) -- 10. Student-Facing Assessment Analytics Dashboards based on Rasch Measurement Theory (Furkan Aydın, Fatma Bayrak, Halil Yurdugül) -- 11. Analysis of Process Data to Advance Computer-Based Assessments in Multilingual Contexts (Martin Hlosta, Jessica M. E. Herzing, Simon Seiler, Sukanya Nath, Florian Keller Zai, Per Bergamin, Andrea B. Erzinger) -- 12. Hierarchical Clustering In Profiling University Students for Online Teaching and Learning (Serhat E. Akhanlı, F. Önay Koçoğlu, Eralp Doğu, Müge Adnan) -- 13. Managing a Large Talent Pool using Assessment Analytics within the Context of the National Internship Program (Salim Atay, Neşe Gülmez, Fatma Bayrak, Yüksel Büşra Çaylak) -- 14. Assessment Analytics: Feedback, Feedup, Feedforward on Bayesian Network (Cennet Terzi Müftüoğlu¬, Ömer Oral, Halil Yurdugül) -- 15. An Architecture for Formative Assessment Analytics of Multimodal Artifacts in E-Portfolios Supported by Artificial Intelligence (Fatima Maya, Karsten D. Wolf) -- 16. Learning Analytics for Assessment and Gamification in Digital Storytelling (Andreea Molnar, Jose Garcia, Patty Kostkova) -- 17. From Clicks to Constructs: an Examination of Validity Evidence of Game-Based Indicators Derived from Theory (Gregory K. W. K. Chung, Tianying Feng) -- 18. Leveraging Online Formative Assessments within the Evolving Landscape of Artificial Intelligence in Education (Caitlin Riegel) -- 19. Towards Fair and Diversity Appropriate E-Assessments (Nikolai Zinke, Sina Lenski, Annabell Brocker, Martin Merkt, Kirsten Gropengießer, Stefan Stürmer, Hannes Schröter) -- 20. Future Directions of Assessment Analytics (Muhittin Sahin, Dirk Ifenthaler) |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2405080420486.211833561445 DOI: 10.1007/978-3-031-56365-2 |
| URL | https://doi.org/10.1007/978-3-031-56365-2 |
| ISBN/Einband/Preis | 978-3-031-56365-2 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Advances in Analytics for Learning and Teaching |
| Sachgruppe(n) | 370 Erziehung, Schul- und Bildungswesen |
| Online-Zugriff | Archivobjekt öffnen |
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