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Publikation

LSTM Cocktail to Generate Merged Strategies for Sequencing

Leo Sylvio Rüdian; Niels Pinkwart
In: 2023 IEEE International Conference on Advanced Learning Technologies (ICALT). IEEE International Conference on Advanced Learning Technologies (ICALT), July 10-13, Orem, UT, USA, Pages 58-59, ISBN 979-8-3503-0054-3, IEEE, 9/2023.

Zusammenfassung

Learning material is designed based on didactical concepts and methods. To create an item sequence, strategies are applied by rule-based descriptions. Merging them requires their combination, which is complex to apply. In this paper, strategy combination is applied using LSTMs. Samples are generated to train different LSTM models for specific strategies. Those models are then merged by averaging their weights. The approach gives teachers the controllability over the selection of an appropriate trade-off between different strategies, without the need to create complex rules by hand.