Severin Klingler

schoolETH Zurichbar_chart#6207 Global Rank

Total Papers

HCI Rank

#6207

Research Areas

Years Active

Recent Publications

Affective State Prediction from Smartphone Touch and Sensor Data in the Wild

Knowledge of users' affective states can improve their interaction with smartphones by providing more personalized experiences (e.g., search results and news articles). We present an affective state classification model based on data gathered on smartphones in real-world environments. From touch events during keystrok…

CHI '202nd AuthorHuman Pose & Activity Recognition +1

Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data

Gaining awareness of the user's affective states enables smartphones to support enriched interactions that are sensitive to the user's context. To accomplish this on smartphones, we propose a system that analyzes the user's text typing behavior using a semi-supervised deep learning pipeline for predicting affective st…

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