| Presentation | 2013-05-31 Spatio-temporal Data Mining on Turn-taking and Mental Workload between Collaborative Learners Katsunori OYAMA, Masato KANEKO, Atsushi TAKEUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study argues visualization method for monitoring changing situation of communication in a development team. A concept lattice in this paper projects potential causal factors of changes in workload from multimodal sensor data. The use of concept lattice in spatio-temporal data stream enabled us for visualization of changing potential causal factors infinite-length of time. We conducted an experiment to validate our method. Temporal situations during a lesson of computer programming were evaluated to classify causal factors of changing mental workload. Large variations of mental workload during computer programming were mostly shown at the point the users faced a programming error or the point it was resolved. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Situation Awareness / BCI / Formal Concept Analysis / Wearable Sensors / Turn-taking / EEG changes |
| Paper # | HCS2013-19,HIP2013-19 |
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| Conference Information | |
| Committee | HCS |
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| Conference Date | 2013/5/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Human Communication Science (HCS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spatio-temporal Data Mining on Turn-taking and Mental Workload between Collaborative Learners |
| Sub Title (in English) | |
| Keyword(1) | Situation Awareness |
| Keyword(2) | BCI |
| Keyword(3) | Formal Concept Analysis |
| Keyword(4) | Wearable Sensors |
| Keyword(5) | Turn-taking |
| Keyword(6) | EEG changes |
| 1st Author's Name | Katsunori OYAMA |
| 1st Author's Affiliation | College of Engineering, Nihon University() |
| 2nd Author's Name | Masato KANEKO |
| 2nd Author's Affiliation | College of Engineering, Nihon University |
| 3rd Author's Name | Atsushi TAKEUCHI |
| 3rd Author's Affiliation | College of Engineering, Nihon University |
| Date | 2013-05-31 |
| Paper # | HCS2013-19,HIP2013-19 |
| Volume (vol) | vol.113 |
| Number (no) | 72 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |