Hidden semi-Markov models to segment reading phases from eye movements

• المؤلفون الرئيسيون: Brice Olivier (مؤلف), Anne Guérin-Dugué (مؤلف), Jean-Baptiste Durand (مؤلف)
• التنسيق: كتاب
• منشور في: Bern Open Publishing, 2022-09-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

Our objective is to analyze scanpaths acquired through participants achieving a reading task aiming at answering a binary question: Is the text related or not to some given target topic? We propose a data-driven method based on hidden semi-Markov chains to segment scanpaths into phases deduced from...