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- research-articleMay 2019
Passive mobile sensing and psychological traits for large scale mood prediction
PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for HealthcarePages 272–281https://doi.org/10.1145/3329189.3329213Experience sampling has long been the established method to sample people's mood in order to assess their mental state. Smartphones start to be used as experience sampling tools for mental health state as they accompany individuals during their day and ...
- articleFebruary 2017
A Mood Prediction System for Preventing Diseases Using Biological Information and Weather Information
Electronics and Communications in Japan (WECJ), Volume 100, Issue 2Pages 12–24https://doi.org/10.1002/ecj.11926Preventive medicine has attracted much attention due to increase of medical expenses in Japan. As a preventive measurement against diseases, this paper presents a system for predicting three types of moods namely, good, normal, and bad using biological ...
- research-articleJuly 2010
Improving music emotion labeling using human computation
HCOMP '10: Proceedings of the ACM SIGKDD Workshop on Human ComputationPages 45–48https://doi.org/10.1145/1837885.1837899In the field of Music Information Retrieval, there are many tasks that are not only difficult for machines to solve, but that also lack well-defined answers. In pursuing the automatic recognition of emotions within music, this lack of objectivity makes ...
