Visualizing High-dimensional Data by Introducing Map Metaphors
Project/Area Number |
26730061
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Multi-year Fund |
Research Field |
High performance computing
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Research Institution | Keio University (2015-2016) The University of Tokyo (2014) |
Principal Investigator |
WU Hsiang-Yun 慶應義塾大学, 理工学部(矢上), 特任助教 (00706749)
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Project Period (FY) |
2014-04-01 – 2017-03-31
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Project Status |
Completed (Fiscal Year 2016)
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Budget Amount *help |
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
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Keywords | 高次元データ / 視覚メタファー / 地図 / 地図可視化 |
Outline of Final Research Achievements |
In this research, (1) a construction of algorithms for transforming numerical data to geographical data, (2) an improvement in readability of map expressions by introducing intuitive map compositions and annotation placement, (3) a framework of map customization according to user preference. The three challenges of the project were conducted step-by-step within the three years. We formulate the problem as a series of visualization processes from the transformation of high dimensional numerical data to geographical data, and generation of intuitive map representation. Furthermore, we define aesthetic criteria for representing optimality at each stage of data conversion and visualization. The presentation results are also changed according to the users' preferences through several intervention processes. The effectiveness of the approach was evaluated and verified through several experiments using an eye-tracking system.
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Report
(4 results)
Research Products
(23 results)
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[Presentation] 連続スケールにおける地図ラベル配置の最適化2015
Author(s)
高橋成雄, Hsiang-Yun Wu, Sheung-Hung Poon, 有川正俊
Organizer
CSIS DAYS 2015「全国共同利用研究発表大会」
Place of Presentation
東京大学(千葉県・柏市)
Year and Date
2015-11-19
Related Report
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[Presentation] Designing and Annotating Metro Maps with Loop Lines2015
Author(s)
Hsiang-Yun Wu, Sheung-Hung Poon, Shigeo Takahashi, Masatoshi Arikawa, Chun-Cheng Lin, and Hsu-Chun Yen.
Organizer
19th International Conference on Information Visualisation
Place of Presentation
Barcelona (Spain)
Year and Date
2015-07-21
Related Report
Int'l Joint Research
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