Information Sphere: A Spherical Visualization for Data Relationship

• Project/Area Number: 24700094
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Media informatics/Database
• Research Institution: The University of Aizu
• Principal Investigator: YAGUCHI Yuichi 会津大学, コンピュータ理工学部, 准教授 (00609109)
• Project Period (FY): 2012-04-01 – 2014-03-31
• Project Status: Completed (Fiscal Year 2013)
• Budget Amount: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000); Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
• Keywords: アルゴリズム / 可視化 / 画像 / ディレクトリ・情報検索 / 感性情報学 / 類似性の可視化 / データマイニング / 時系列データ / ソフトウエア工学技術 / 情報可視化

Research Abstract

To solve object re-mapping problem such as documents or images onto spherical surface based on similarity or association, we establish unbiased mapping and visualization from moving origin. Sphere is able to change focusing point because if focusing point will change but density of distance and direction will not change. Also, this sphere is able to visualize directly as globe.
From this result, we constructed several system such as lost photo search system for great Tohoku disaster, clothing coordination recommendation, software component map etc.

Research Products

• [Journal Article] Spherical visualization of image data with clustering (2013)
  • Author(s): Yaguchi, Yuichi, and Ryuichi Oka
  • Journal Title: JACIII Volume: vol. 17, no. 4 Pages: 573-580
• [Journal Article] Spherical Visualization of Image Data with Clustering (2013)
  • Author(s): Yuichi Yaguchi, Ryuichi Oka
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Volume: Vol.17, No.4
  • Peer Reviewed
• [Presentation] Context Aware Filtering and Visualization of Web Service Clusters (2014)
  • Author(s): Banage T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Yuichi Yaguchi, Wuhui Chen
  • Organizer: Proceedings of International Conference on Web Service (ICWS 2014)
  • Place of Presentation: Alaska, U.S.A
• [Presentation] Context Aware Filtering and Visualization of Web Service Clusters (2014)
  • Author(s): Banage Thenna Gedara Samantha Kumara, Incheon Paik, Hiroki Ohashi, Yuichi Yaguchi, Wuhui Chen
  • Organizer: 21th IEEE International Conference on Web Services
  • Place of Presentation: Alaska, USA
• [Presentation] Web service filtering and visualization with context aware similarity to bootstrap clustering (2013)
  • Author(s): Kumara, B.T.G.S.; Paik, I.; Ohashi, H.; Yaguchi, Y.
  • Organizer: Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
  • Place of Presentation: (doi:10.1109/ICAwST.2013.6765437)(pp.220,226)
• [Presentation] Clustering and Spherical Visualization of Web Services (2013)
  • Author(s): Kumara, Banage TGS, et al.
  • Organizer: Services Computing (SCC), 2013 IEEE International Conference on. IEEE
• [Presentation] Associated Keyword analysis for temporal data with spatial visualization (2013)
  • Author(s): Wada, S.; Yaguchi, Y.; Ogata, R.; Wadanobe, Y.; Naruse, K.; Oka, R.
  • Organizer: Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
  • Place of Presentation: (doi:10.1109/ICAwST.2013.6765441)(vol., no., pp.243,249)
• [Presentation] 服の形状や色に基づく類似度を用いた球面マップ生成 (2013)
  • Author(s): 日野陽平,矢口勇一,轟智則
  • Organizer: 可視化情報学会全国講演会2013会津
  • Place of Presentation: 会津(B109)
• [Presentation] Style Share : 球面上に展開する被服コーディネーションマップの生成 (2013)
  • Author(s): 矢口勇一,轟智則,古沢宏太,日野陽平
  • Organizer: 可視化情報学会全国講演会
  • Place of Presentation: 会津(B111)
• [Presentation] ソースコード類似性に基づくAizu Online Judgeの類似アルゴリズムマップの生成 (2013)
  • Author(s): 廣戸裕大,矢口勇一,渡部有隆,岡隆一
  • Organizer: 可視化情報学会全国講演会2013会津
  • Place of Presentation: 会津(B113)
• [Presentation] 空間可視化を用いた時系列データの連想単語解析 (2013)
  • Author(s): 和田俊輔,矢口勇一,尾形亮,渡部有隆,成瀬継太郎,岡隆一
  • Organizer: 可視化情報学会全国講演会2013会津
  • Place of Presentation: 会津(D109)
• [Presentation] 津波による遺失物写真の返却に資する球面上への画像クラスタリング (2013)
  • Author(s): 矢口勇一,鷲山英喜
  • Organizer: 可視化情報学会全国講演会2013会津
  • Place of Presentation: 会津(E201, (イマジン)E)
• [Presentation] Clustering and Spherical Visualization of Web Services (2013)
  • Author(s): Kumara, B.T.G.S., Yuichi, Y.,Incheon Paik, Wuhui Chen
  • Organizer: 2013 IEEE 10th International Conference on Services Computing
  • Place of Presentation: Santa Clara, California, USA
• [Presentation] Web service filtering and visualization with context aware similarity to bootstrap clustering (2013)
  • Author(s): Kumara, B.T.G.S. ; Paik, I. ; Ohashi, H. ; Yaguchi, Y.
  • Organizer: 2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing (iCAST 2013 & UMEDIA 2013)
  • Place of Presentation: Aizuwakamatsu, Fukushima, Japan
• [Presentation] Associated Keyword analysis for temporal data with spatial visualization (2013)
  • Author(s): Wada, S. ; Yaguchi, Y. ; Ogata, R. ; Wadanobe, Y. ; Naruse, K. ; Oka, R.
  • Organizer: 2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing (iCAST 2013 & UMEDIA 2013)
  • Place of Presentation: Aizuwakamatsu, Fukushima, Japan
• [Presentation] A comparative study of gesture recognition between RGB and HSV colors using time-space continuous dynamic programming (2013)
  • Author(s): Amma, K. ; Yaguchi, Y. ; Niitsuma, Y. ; Matsuzaki, T. ; Oka. R.
  • Organizer: 2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing (iCAST 2013 & UMEDIA 2013)
  • Place of Presentation: Aizuwakamatsu, Fukushima, Japan
• [Presentation] 服の形状や色に基づく類似度を用いた球面マップ生成 (2013)
  • Author(s): 日野 陽平, 矢口 勇一, 轟 智則
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] ユーザの顔画像に類似するアバターの自動生成と花咲け !アバターへの適用 (2013)
  • Author(s): 古沢 宏太, 矢口 勇一, 轟 智則
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] Style Share: 球面上に展開する被服コーディネーションマップの生成 (2013)
  • Author(s): 矢口 勇一, 轟 智則, 古沢 宏太, 日野 陽平
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] ソースコード類似性に基づく Aizu Online Judge の類似アルゴリズムマップの生成 (2013)
  • Author(s): 廣戸 裕大, 矢口 勇一, 渡部 有隆, 岡 隆一
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] 空間可視化を用いた時系列データの連想単語解析 (2013)
  • Author(s): 和田 俊輔, 矢口 勇一, 尾形 亮, 渡部 有隆, 成瀬 継太郎, 岡 隆一
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] 津波による遺失物写真の返却に資する球面上への画像クラスタリング (2013)
  • Author(s): 矢口 勇ー, 鷲山 英喜
  • Organizer: 可視化情報全国講演会 2013 会津
  • Place of Presentation: 会津若松, 福島県
• [Presentation] Clustering and Spherical Visualization of Web Services (2013)
  • Author(s): Banage T.G.S. Kumara, Yuichi Yaguchi, Incheon Paik, Wuhui Chen
  • Organizer: 10th IEEE International Conference on Services Computing
  • Place of Presentation: Santa Clara Marriott, CA, USA
• [Presentation] Extracting a spatial ontology from a large Flickr tag dataset (2012)
  • Author(s): Sasaki, Takeshi; Yaguchi, Yuichi; Watanobe, Yutaka; Oka, Ryuichi
  • Organizer: Awareness Science and Technology (iCAST), 2012 4th International Conference on
  • Place of Presentation: (doi:10.1109/iCAwST.2012.6469595)(vol., no., pp.91,97, 21-24)
• [Presentation] Spherical visualization of image data with clustering (2012)
  • Author(s): Yaguchi, Yuichi; Oka, Ryuichi
  • Organizer: Awareness Science and Technology (iCAST), 2012 4th International Conference on
  • Place of Presentation: (doi:10.1109/iCAwST.2012.6469614)(vol., no., pp.200,206, 21-24)
• [Presentation] Spherical visualization of image data with clustering (2012)
  • Author(s): Sasaki, Takeshi ; Yaguchi, Yuichi ; Watanobe, Yutaka ; Oka, Ryuichi
  • Organizer: Awareness Science and Technology (iCAST), 2012 4th International Conference on
  • Place of Presentation: Seoul, Korea
• [Presentation] Extracting a spatial ontology from a large Flickr tag dataset (2012)
  • Author(s): Yuichi Yaguchi, Ryuichi Oka
  • Organizer: Awareness Science and Technology (iCAST), 2012 4th International Conference on
  • Place of Presentation: Seoul, Korea
• [Presentation] Finding phoneme trajectories in a feature space of sound and midsagittal ultrasound tongue images (2012)
  • Author(s): Yaguchi, Yuichi ; Horiguchi, Naoya ; Wilson, Ian
  • Organizer: Awareness Science and Technology (iCAST), 2012 4th International Conference on
  • Place of Presentation: Seoul, Korea
• [Remarks]
  • URL: http://iplab.u-aizu.ac.jp