33 citations · 64 across the 5 of their papers we have counts for
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cs.AI2024★ 33 cited
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling
Ville Heilala, Roberto Araya, Raija Hämäläinen
Generative artificial intelligence (GenAI) can reshape education and learning. While large language models (LLMs) like ChatGPT dominate current educational research, multimodal cap…
cs.AI2023★ 1 cited
Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data
Ville Heilala, Sami Lehesvuori, Raija Hämäläinen +1
This study employed multimodal learning analytics (MMLA) to analyze behavioral dynamics during the ABCDE procedure in nursing education, focusing on gaze entropy, hand movement vel…