Data Analytics Approaches in Educational Games and Gamification Systems (Record no. 174284)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05321nam a22005295i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-32-9335-9 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423125113.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190910s2019 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789813293359 |
| -- | 978-981-32-9335-9 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-32-9335-9 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | LB1028.3 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | JNV |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | EDU000000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | JNV |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 371.33 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Data Analytics Approaches in Educational Games and Gamification Systems |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | edited by Ahmed Tlili, Maiga Chang. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2019. |
| 264 #1 - | |
| -- | Singapore : |
| -- | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| -- | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XX, 255 p. 69 illus., 56 illus. in color. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Smart Computing and Intelligence, |
| International Standard Serial Number | 2522-0896 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Section 1: Introduction -- Chapter 1: The Importance of Applying Data Analytics Approaches in Educational Games and Gamification Systems -- Section 2: Learning Analytics in Educational Games and Gamification Systems -- Chapter 2: Learning Analytics in Educational Games: Potentials, Approaches, Challenges -- Chapter 3: Assessing Motivational Factors through Learning Analytics in Digital Game-Based Learning -- Chapter 4: Supporting Team-Based Learning in Challenge-Based Game-Based Learning -- Chapter 5: Towards an Analytics Framework for Educational Mini Games across Subjects -- Chapter 6: Sequential Data Mining Approaches in Game Analytics -- Chapter 7: iMoodle: An Intelligent Gamified Moodle to Identify “at-Risk” Students -- Section 3: Academic Analytics and Learning Assessment in Educational Games and Gamification Systems -- Chapter 8: The Effect of 3D Board Game on Learning Human Internal Organs for the Elementary Students -- Chapter 9: Online Multiplayer Educational Game with Analytics (OMEGA) -- Chapter 10: Educational Gamification Improves Business Performances -- Chapter 11: Benefits of a Gamification Platform for Assessing the Development of Computational Thinking -- Section 4: Modeling Learners and Finding Individual Differences by Educational Games and Gamification Systems -- Chapter 12: Educational Games: Modeling Individual Differences of Learners -- Chapter 13: Learning Modeling and Analytics in Computational Thinking Games for Education -- Chapter 14: Towards a New Unobtrusive Approach for Learner Profiling Using Games -- Chapter 15: Considering Personal, Functional, Psychological, Temporal, Playful, Implementable and Evaluative Properties in Gamification: A Conceptual Approach -- Section 5: Conclusion -- Chapter 16: General Guidelines of Incorporating Learning Analytics in Educational Games and Gamification Systems. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Game-based learning environments and learning analytics are attracting increasing attention from researchers and educators, since they both can enhance learning outcomes. This book focuses on the application of data analytics approaches and research on human behaviour analysis in game-based learning environments, namely educational games and gamification systems, to provide smart learning. Specifically, it discusses the purposes, advantages and limitations of applying such approaches in these environments. Additionally, the various smart game-based learning environments presented help readers integrate learning analytics in their educational games and gamification systems to, for instance, assess and model students (e.g. their computational thinking) or enhance the learning process for better outcomes. Moreover, the book presents general guidelines on various aspects, such as collecting data for analysis, game-based learning environment design, system architecture and applied algorithms, which facilitate incorporating learning analytics into educational games and gamification systems. After a general introduction to help readers become familiar with the subject area, the individual chapters each discuss a different aim of applying data analytics approaches in educational games and gamification systems. Lastly, the conclusion provides a summary and presents general guidelines and frameworks to consider when designing smart game-based learning environments with learning analytics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Educational technology. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Education |
| General subdivision | Data processing. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Digital Education and Educational Technology. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computers and Education. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tlili, Ahmed. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chang, Maiga. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9789813293342 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9789813293366 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9789813293373 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Smart Computing and Intelligence, |
| -- | 2522-0896 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-981-32-9335-9">https://doi.org/10.1007/978-981-32-9335-9</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
No items available.