A Story-Oriented Media Analysis/Recommendation/Visualization System for Large-Scale Data

• Project/Area Number: 25330326
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Kansei informatics
• Research Institution: Keio University
• Principal Investigator: KURABAYASHI Shuichi 慶應義塾大学, 環境情報学部, 講師 (70458959)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000); Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000); Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
• Keywords: 感性データベース / マルチメディア

Outline of Final Research Achievements

The principal investigator has developed a story-oriented media analysis/recommendation/visualization system for video and audio data on the web. The principal investigator has implemented and published a practical system software. In ICIW2013 (The Eighth International Conference on Internet and Web Applications and Services) which is a prominent international conference in the web applications, the principal investigator has received two Best Papers Awards. The principal investigator has published the developped software under the open source license on github which is internationally recognized as a dominant OSS hosting platform (https://github.com/shuichi/MediaMatrix).

Research Products

• [Journal Article] Web-based Graphic Design Framework to Support Users by Intuitively Reusing and Sharing Abstract Appearance Graphs (2015)
  • Author(s): Nodoka Yamamoto and Shuichi Kurabayashi
  • Journal Title: In Proceedings of the Tenth International Conference on Internet and Web Applications and Services (ICIW 2015) Volume: 1 Pages: 7-15
  • Peer Reviewed / Open Access
• [Journal Article] A Cross-Media Music Retrieval System by Converting Color Changes into Tonal Changes (2014)
  • Author(s): Yoshiyuki Kato and Shuichi Kurabayashi
  • Journal Title: Proceedings of the 15th IEEE International Conference on Mobile Data Management Volume: 1 Pages: 349-352
  • DOI: 10.1109/mdm.2014.51
  • Peer Reviewed
• [Journal Article] VizMIR: A Cross-Media Music Retrieval System Supporting Mutual Transformation Between Emotive Color Changes and Tonal Changes (2014)
  • Author(s): Shuichi Kurabayashi and Yoshiyuki Kato
  • Journal Title: International Journal On Advances in Software Volume: vol.7 no.1&2 Pages: 161-170
  • Peer Reviewed / Open Access
• [Journal Article] Chord-Cube: Music Visualization and Navigation System with an Emotion-Aware Metric Space for Temporal Chord Progression (2014)
  • Author(s): Shuichi Kurabayashi and Tatsuki Imai
  • Journal Title: International Journal On Advances in Internet Technology Volume: vol.7 no.1&2 Pages: 52-62
  • Peer Reviewed / Open Access
• [Journal Article] A Model of Evaluation: Computational Performance and Usability Benchmarks on Video Stream Context Analysis (2013)
  • Author(s): Pekka Sillberg, Shuichi Kurabayashi, Petri Rantanen, Naofumi Yoshida
  • Journal Title: Information Modelling and Knowledge Bases Volume: XXIV Pages: 188-200
  • Peer Reviewed
• [Presentation] Web-based Graphic Design Framework to Support Users by Intuitively Reusing and Sharing Abstract Appearance Graphs (2015)
  • Author(s): Nodoka Yamamoto and Shuichi Kurabayashi
  • Organizer: The Tenth International Conference on Internet and Web Applications and Services (ICIW 2015)
  • Place of Presentation: Brussels, Belgium
  • Year and Date: 2015-06-21 – 2015-06-26
• [Presentation] StreamQuilt: A Timeline-Aware Integration of Heterogeneous Web Streams (2013)
  • Author(s): Riho Nakano and Shuichi Kurabayashi
  • Organizer: The Eighth International Conference on Internet and Web Applications and Services (ICIW 2013)
  • Place of Presentation: Roma, Italy
• [Presentation] Chord-Cube: Multiple Aspects Visualization & Navigation System for Music by Detecting Changes of Emotional Content (2013)
  • Author(s): Tatsuki Imai and Shuichi Kurabayashi
  • Organizer: The Eighth International Conference on Internet and Web Applications and Services (ICIW 2013)
  • Place of Presentation: Roma, Italy
• [Presentation] Cross-Media Retrieval for Music by Analyzing Changes of Mood with Delta Function for Detecting Impressive Behaviours (2013)
  • Author(s): Yoshiyuki Kato and Shuichi Kurabayashi
  • Organizer: The Eighth International Conference on Internet and Web Applications and Services (ICIW 2013)
  • Place of Presentation: Roma, Italy