Research

Research about AWARE-Light or studies involving AWARE-Light.

About AWARE-Light

• van Berkel, N., D’Alfonso, S., Susanto, R., Ferreira, D., & Kostakos, V. (2022). AWARE-Light: a smartphone tool for experience sampling and digital phenotyping. Personal and Ubiquitous Computing. doi:10.1007/s00779-022-01697-7
• Teng, S., D’Alfonso, S., & Kostakos, V. (2024). A Tool for Capturing Smartphone Screen Text. CHI ’24: Proceedings of the CHI Conference on Human Factors in Computing Systems. Honolulu: Association for Computing Machinery.

Studies involving AWARE-Light

• Songyan Teng, Tianyi Zhang, Simon D’Alfonso, and Vassilis Kostakos. 2024. Predicting Affective States from Screen Text Sentiment. In Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ’24). Association for Computing Machinery, New York, NY, USA, 384–390. https://doi.org/10.1145/3675094.3678489
• Tianyi Zhang, Songyan Teng, Hong Jia, and Simon D’Alfonso. 2024. Leveraging LLMs to Predict Affective States via Smartphone Sensor Features. In Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ’24). Association for Computing Machinery, New York, NY, USA, 709–716. https://doi.org/10.1145/3675094.3678420
• Shiquan Zhang, Ying Ma, Le Fang, Hong Jia, Simon D’Alfonso, and Vassilis Kostakos. 2024. Enabling On-Device LLMs Personalization with Smartphone Sensing. In Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ’24). Association for Computing Machinery, New York, NY, USA, 186–190. https://doi.org/10.1145/3675094.3677545
• Le Fang, Shiquan Zhang, Hong Jia, Jorge Goncalves, and Vassilis Kostakos. 2024. ScreenTK: Seamless Detection of Time-Killing Moments Using Continuous Mobile Screen Text and On-Device LLMs. In Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ’24). Association for Computing Machinery, New York, NY, USA, 196–200. https://doi.org/10.1145/3675094.3677547
• Brown, T., Burleigh, T. L., Schivinski, B., Bennett, S., Gorman-Alesi, A., Blinka, L., & Stavropoulos, V. (2024). Translating the user-avatar bond into depression risk: A preliminary machine learning study. Journal of Psychiatric Research. doi: 10.1016/j.jpsychires.2023.12.038