Automated Learning Content Generation from Knowledge Bases in the STUDYBATTLES Environment
| Autor: | Alexander Felfernig, Amal Shehadeh, Michael Jeran, Martin Stettinger, Stefan Reiterer |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
060201 languages & linguistics
Automated learning Computer Networks and Communications Computer science Learning environment 0211 other engineering and technologies 06 humanities and the arts 02 engineering and technology Content creation Computer Graphics and Computer-Aided Design Knowledge acquisition Data science Domain (software engineering) Artificial Intelligence 0602 languages and literature Content generation Product (category theory) Software Constraint satisfaction problem 021106 design practice & management |
| Zdroj: | International Journal of Software Engineering and Knowledge Engineering. 27:1387-1408 |
| ISSN: | 1793-6403 0218-1940 |
| DOI: | 10.1142/s0218194017400022 |
| Popis: | E-learning environments provide an orthogonal approach to transfer relevant knowledge. For example, sales representatives can improve their sales knowledge more independently from related courses offered. Major challenges for successfully establishing e-learning technologies in a company are to develop learning content in an efficient fashion, to recommend only relevant content to system users, and to motivate them to utilize the learning environment in a sustainable fashion. In this paper, we present the gamification-based e-learning environment STUDYBATTLES. We provide an overview of STUDYBATTLES functionalities including content creation, gamification techniques, learning performance analysis, and automated question generation. We show how STUDYBATTLES can be utilized for different learning purposes in academic and professional environments. In addition, we introduce an approach to automatically generate product and sales domain learning content from recommender knowledge bases to be exploited in STUDYBATTLES. Finally, we report the results of an initial qualitative study related to the applicability of STUDYBATTLES in different domains, the potential improvements that StudyBattles can achieve, and additional functionalities that should be integrated. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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