| Presentation | 2014-03-07 Responsive Visualization for Data Mining using three.js Aya SUZUKI, Natsumi KUGAWA, Aimi IGARASHI, Eri TSUNODA, Ko Fujimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a data visualization system for viewing complex network data. In this study, we use single-source data on TV viewing, Web access, magazine reading, and drink behavior of beer and soft drinks, collected from 3,000 subjects with their demographic profiles such as hobbies and occupations. In this paper, these complex data are modeled as property graphs in which vertices and edges have multiple properties, and the property graphs are visualized as an interactive 3D model. We implemented the system using JavaScript 3D library, three.js, and it allows users to select the properties to be visualized interactively. Selected properties are visualized instantly. We call this approach "responsive visualization" and we shows that it is useful for finding important characteristics from the complex network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Data mining / Visualization / Property Graph / three.js / HTML5 |
| Paper # | LOIS2013-62 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2014/2/28(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 | Life Intelligence and Office Information Systems (LOIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Responsive Visualization for Data Mining using three.js |
| Sub Title (in English) | |
| Keyword(1) | Data mining |
| Keyword(2) | Visualization |
| Keyword(3) | Property Graph |
| Keyword(4) | three.js |
| Keyword(5) | HTML5 |
| 1st Author's Name | Aya SUZUKI |
| 1st Author's Affiliation | Faculty of Social Information Studies, Otsuma Women's University() |
| 2nd Author's Name | Natsumi KUGAWA |
| 2nd Author's Affiliation | Faculty of Social Information Studies, Otsuma Women's University |
| 3rd Author's Name | Aimi IGARASHI |
| 3rd Author's Affiliation | Faculty of Social Information Studies, Otsuma Women's University |
| 4th Author's Name | Eri TSUNODA |
| 4th Author's Affiliation | Faculty of Social Information Studies, Otsuma Women's University |
| 5th Author's Name | Ko Fujimura |
| 5th Author's Affiliation | Faculty of Social Information Studies, Otsuma Women's University |
| Date | 2014-03-07 |
| Paper # | LOIS2013-62 |
| Volume (vol) | vol.113 |
| Number (no) | 479 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |