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Visualizing High-dimensional Data by Introducing Map Metaphors

Research Project

Project/Area Number 26730061
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field High performance computing
Research InstitutionKeio 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)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
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)
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.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014 Other

All Journal Article (3 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results,  Open Access: 2 results,  Acknowledgement Compliant: 3 results) Presentation (19 results) (of which Int'l Joint Research: 7 results) Remarks (1 results)

  • [Journal Article] Inferring Partial Orders of Nodes for Hierarchical Network Layout2016

    • Author(s)
      Hsiang-Yun Wu, Shigeo Takahashi, Hiroko Nakamura Miyamura, Satoshi Ohzahata, Akihiro Nakao
    • Journal Title

      Journal of Imaging Science and Technology

      Volume: 60 Issue: 6 Pages: 604071-6040713

    • DOI

      10.2352/j.imagingsci.technol.2016.60.6.060407

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] TimeTubes: Visualization of Polarization Variations in Blazars2016

    • Author(s)
      Uemura M., Itoh R., Xu L., Nakayama M., Wu H., Watanabe K., Takahashi S., and Fujishiro I.
    • Journal Title

      Galaxies

      Volume: 4 Issue: 3 Pages: 23-23

    • DOI

      10.3390/galaxies4030023

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Interactive visualization for singular fibers of functions f : R^3 -> R^22016

    • Author(s)
      D. Sakurai, O. Saeki, H. Carr, Hsiang-Yun Wu, T. Yamamoto, D. Duke, and S. Takahashi
    • Journal Title

      IEEE Transactions on Visualization & Computer Graphics

      Volume: 22 Issue: 1 Pages: 945-954

    • DOI

      10.1109/tvcg.2015.2467433

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Making Many-to-Many Parallel Coordinate Plots Scalable by Asymmetric Biclustering2017

    • Author(s)
      Hsiang-Yun Wu
    • Organizer
      10th IEEE Pacific Visualization Symposium (PacificVis 2017)
    • Place of Presentation
      Korea (Seoul)
    • Year and Date
      2017-04-18
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive Blending of Multiple Network Layouts for Overlap-Free Labeling2016

    • Author(s)
      Hsiang-Yun Wu
    • Organizer
      20th International Conference on Information Visualisation (iV2016)
    • Place of Presentation
      Lisbon (Portugal)
    • Year and Date
      2016-07-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Focus+Context Metro Map Layout and Annotation2016

    • Author(s)
      Hsiang-Yun Wu
    • Organizer
      32nd Spring conference on Computer Graphics
    • Place of Presentation
      Smolenlce (Slovakia)
    • Year and Date
      2016-04-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Focus+Context Metro Map Layout and Annotation2016

    • Author(s)
      Hsiang-Yun Wu
    • Organizer
      32nd Spring conference on Computer Graphics
    • Place of Presentation
      Smolenice (Slovakia)
    • Year and Date
      2016-04-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 対話地図の縮小編集操作における転位と取捨選択アルゴリズムの実現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
      2015 Research-status Report
  • [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
      2015 Research-status Report
  • [Presentation] Extracting important routes from illustration maps using kernel density estimation2015

    • Author(s)
      Fumiya Sato, Hsiang-Yun Wu, Shigeo Takahashi, and Masatoshi Arikawa
    • Organizer
      13th International Symposium on Smart Graphics
    • Place of Presentation
      Chengdu (China)
    • Year and Date
      2015-08-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 連続スケールにおける地図ラベルの取捨選択2015

    • Author(s)
      高橋成雄, Hsiang-Yun Wu, Sheung-Hung Poon, 有川正俊
    • Organizer
      日本地図学会 定期大会 口頭発表
    • Place of Presentation
      日本大学経済学部 (東京都・千代田区)
    • Year and Date
      2015-08-05
    • Related Report
      2015 Research-status Report
  • [Presentation] カーネル密度推定を利用したイラスト地図における重要ルートの抽出2015

    • Author(s)
      佐藤史弥, Hsiang-Yun Wu, 高橋成雄, 有川正俊
    • Organizer
      日本地図学会 定期大会 口頭発表
    • Place of Presentation
      日本大学経済学部 (東京都・千代田区)
    • Year and Date
      2015-08-05
    • Related Report
      2015 Research-status Report
  • [Presentation] Interactively Uncluttering Node Overlaps for Network Visualization2015

    • Author(s)
      Rie Ishida, Shigeo Takahashi, and Hsiang-Yun Wu
    • Organizer
      19th International Conference on Information Visualisation
    • Place of Presentation
      Barcelona (Spain)
    • Year and Date
      2015-07-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [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
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 高次元データ解析における測地的 k-平均クラスタリング法の効果の検証2015

    • Author(s)
      芦沢未菜
    • Organizer
      情報処理学会 第77回全国大会
    • Place of Presentation
      京都大学吉田キャンパス
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] ボロノイ図を用いたラベル重複を軽減するグラフレイアウト手法2015

    • Author(s)
      石田理恵
    • Organizer
      情報処理学会 第77回全国大会
    • Place of Presentation
      京都大学吉田キャンパス
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 2次元都市地図画像からのゲシュタルト特徴抽出2015

    • Author(s)
      安田昂平
    • Organizer
      情報処理学会 第77回全国大会
    • Place of Presentation
      京都大学吉田キャンパス
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] Landmark-aware Map Deformation using Graph Drawing Techniques2015

    • Author(s)
      佐藤史弥
    • Organizer
      The International Symposium on Cartography in Internet and Ubiquitous Environments (CIU2015)
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 環状経路を中心とする地下鉄路線図レイアウト設計2014

    • Author(s)
      ウーシャンユン
    • Organizer
      CSIS DAYS 2014「全国共同利用研究発表大会」
    • Place of Presentation
      東京大学柏キャンパス
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 透視投影図の組み合わせ抽出を用いた吉田初三郎の鳥瞰図における構図の解析2014

    • Author(s)
      佐藤史弥
    • Organizer
      CSIS DAYS 2014「全国共同利用研究発表大会」
    • Place of Presentation
      東京大学柏キャンパス
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 地下鉄路線図のためのポップアップラベル設計2014

    • Author(s)
      高橋成雄
    • Organizer
      日本地図学会 定期大会
    • Place of Presentation
      東北大学片平キャンパス
    • Year and Date
      2014-08-06 – 2014-08-09
    • Related Report
      2014 Research-status Report
  • [Presentation] 古地図の歪み抽出による構図のモデリング2014

    • Author(s)
      佐藤史弥
    • Organizer
      日本地図学会 定期大会
    • Place of Presentation
      東北大学片平キャンパス
    • Year and Date
      2014-08-06 – 2014-08-09
    • Related Report
      2014 Research-status Report
  • [Remarks] 個人ホームページ

    • URL

      http://user.keio.ac.jp/~yun/

    • Related Report
      2016 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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