Detail of Publication
| Text Language | English |
|---|---|
| Authors | Shoya Ishimaru, Koichi Kise |
| Title | Quantifying the Mental State on the Basis of Physical and Social Activities |
| Journal | Proc. of WAHM: 2nd Workshop on Ubiquitous Technologies to Augment the Human Mind: Towards the Knowledge Log |
| Pages | pp.1217-1220 |
| Location | Osaka, Japan |
| Reviewed or not | Reviewed |
| Presentation type | Oral |
| Month & Year | September 2015 |
| Abstract | We demonstrate the idea of "Thermometer for the Mind": the mental state estimating system by a user’s activity log derived from wearable devices. While it is well known that physical and social activities are correlated with the mental state, our aim is to build an application which tracks daily activities automatically, estimates the mental state and visualizes it in an easily understandable way. As a preliminary experiment, we investigated how information about physical activity from a smartphone (step counts) and social activity from a Web service (Twitter post counts) can be used to estimate a user’s mental state. The method is evaluated on one participant’s 5 months recording. The classification accuracy for 3 classes (mood is low, middle and high) is 60%. |
| DOI | 10.1145/2800835.2807934 |
- Entry for BibTeX
@InProceedings{Ishimaru2015, author = {Shoya Ishimaru and Koichi Kise}, title = {Quantifying the Mental State on the Basis of Physical and Social Activities}, booktitle = {Proc. of WAHM: 2nd Workshop on Ubiquitous Technologies to Augment the Human Mind: Towards the Knowledge Log}, year = 2015, month = sep, pages = {1217--1220}, DOI = {10.1145/2800835.2807934}, location = {Osaka, Japan} }