Study on knowledge-retrieval heuristics considering member's load

2011 Fiscal Year Final Research Report

• Project/Area Number: 22730312
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Business administration
• Research Institution: Iwate Prefectural University
• Principal Investigator: GOTO Yusuke 岩手県立大学, ソフトウェア情報学部, 講師 (40454037)
• Project Period (FY): 2010 – 2011
• Keywords: 経営学 / 社会シミュレーション / 意思決定支援

Research Abstract

I developed an agent-based model to analyze the effectiveness of knowledge retrieval processes that considers member's load of sharing knowledge and had simulation experiments. Then I developed the hypotheses on the effectiveness of knowledge retrieval processes. I developed a scenario analysis method to make a landscape of the possible outcomes derived from agent-based social simulation and examined its roles in the whole process of agent-based modeling and simulation.

Research Products

• [Journal Article] Landscape Analysis of Possible Outcomes (2011)
  • Author(s): Y. Goto and S. Takahashi
  • Journal Title: Springer Series on Agent-Based Social Systems Volume: Vol.8 Pages: 87-98
  • DOI: DOI:10.1007/978-4-431-53907-0_7
  • Peer Reviewed
• [Journal Article] Analysis of Knowledge Retrieval Heuristics in Concurrent Software Development Teams (2010)
  • Author(s): S. Sakuma, Y. Goto, and S. Takahashi
  • Journal Title: Springer Series on Agent-Based Social Systems Volume: Vol.7 Pages: 151-163
  • DOI: DOI:10.1007/978-4-431-99781-8_11
  • Peer Reviewed
• [Presentation] 不確実性に着目した参加型アプローチABMSの検討 (2012)
  • Author(s): 後藤裕介, 滝沢洋介, 高橋真吾
  • Organizer: 計測自動制御学会システム.情報部門第1回社会システム部会研究会
  • Place of Presentation: 東京
  • Year and Date: 2012-02-27
• [Presentation] How Scenario Analysis Can Contribute to ABMS Validation (2012)
  • Author(s): Y. Goto and S. Takahashi
  • Organizer: Proceedings of the 7th International Workshop on Agent-based Approaches in Economic and Social Complex Systems
  • Place of Presentation: Osaka, Japan
  • Year and Date: 2012-01-17
• [Presentation] ABSS妥当化の視点からのシナリオ分析の意義の検討 (2011)
  • Author(s): 後藤裕介
  • Organizer: 計測自動制御学会システム.情報部門学術講演会2011
  • Place of Presentation: 東京
  • Year and Date: 2011-11-23
• [Presentation] Scenario Analysis and Validation of Agent-Based Models (2011)
  • Author(s): Y. Goto
  • Organizer: The 4th EWU-IPU International Exchange Program in Computer Science 2011
  • Place of Presentation: Cheney WA, U. S. A
  • Year and Date: 2011-09-01
• [Presentation] Analysis of Knowledge Retrieval Heuristics Considering Member's Load Balancing (2010)
  • Author(s): S. Sakuma, Y. Goto, and S. Takahashi
  • Organizer: Proceedings of the 3rd World Congress on Social Simulation
  • Place of Presentation: Kassel, Germany
  • Year and Date: 2010-09-09