政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/51472
English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  Items with full text/Total items : 112704/143671 (78%)
Visitors : 49802170      Online Users : 291
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/51472


    Title: 以多代理人系統模擬風險與聲譽變數於預測市場之成效研究
    A multi-agent simulation and performance analysis with risk and reputation in prediction market system
    Authors: 呂一軒
    Contributors: 劉吉軒
    呂一軒
    Keywords: 多代理人系統
    預測市場
    Multi-agent system
    Prediction market
    Date: 2010
    Issue Date: 2011-10-05 16:18:38 (UTC+8)
    Abstract: 對於現有文獻中討論的預測市場模型,嘗試加入風險與聲譽變數,觀察與分析其成效,並參考文獻中的代理人系統實驗方法,對論文中相關部分進行修正、設計並模擬之預測市場模型。
    In this research, we proposed two variables that could be incorporated with prediction
    markets: Reputation and Risk. Instead of attracting new players, The reputation system
    could stop losing bankrupted player, Player willing to help bankrupted player will gain
    reputation, and bankrupted player will lose reputation. Previous works suggest longshot
    bias is related to the risk-neutrality of players. Our approach is to experiment di erent
    risk distribution. We observe the impact of these variables in an agent-based model
    of prediction markets. We use zero-intelligence agents, where human qualities such as
    maximizing prot, learning or obeserving are missing. We further discuss the result, and
    the impact of risk and reputation.
    Reference: [1] Hollywood stock exchange. http://www.hsx.com.
    [2] Intrade. http://www.intrade.com.
    [3] Iowa electronic market. http://tippie.uiowa.edu/iem.
    [4] Yahoo buzz. http://buzz.research.yahoo.com.
    [5] A.J. Bagnall and I.E. Toft. Zero intelligence plus and gjerstad-dickhaut agents for
    sealed bid auctions. In Workshop on Trading Agent Design and Analysis, part of
    international conference on autonomous agents and multiagent systems (AAMAS-
    2004), pages 59{64, 2004.
    [6] Y. Chen. Markets as an information aggregation mechanism for decision support.
    PhD thesis, The Pennsylvania State University, 2005.
    [7] J. Feigenbaum, L. Fortnow, D.M. Pennock, and R. Sami. Computation in a dis-
    tributed information market. In Proceedings of the 4th ACM conference on Electronic
    commerce, pages 156{165. ACM, 2003.
    [8] S. Gjerstad. Risk aversion, beliefs, and prediction market equilibrium. Microeco-
    nomics, 2005.
    [9] S. Gjerstad and J. Dickhaut. Price formation in double auctions. E-Commerce
    Agents, pages 106{134, 2001.
    [10] D.K. Gode and S. Sunder. Allocative e ciency of markets with zero-intelligence
    traders: Market as a partial substitute for individual rationality. Journal of Political
    Economy, 101(1):119{137, 1993.
    [11] R.W. Hahn and P.C. Tetlock. Information markets: A new way of making decisions.
    AEI Press, 2006.
    [12] C. Hall. Prediction Markets: Issues and Applications. The Journal of Prediction
    Markets, 4(1):27{58, 2010.
    [13] R. Hanson. Combinatorial information market design. Information Systems Fron-
    tiers, 5(1):107{119, 2003.
    [14] J. Jumadinova and P. Dasgupta. Stochastic Game-based Multi-Agent Prediction
    Markets. 2010. Techinical Report.
    [15] C.F. Manski. Interpreting the predictions of prediction markets. Economics Letters,
    91(3):425{429, 2006.
    [16] H. Mizuyama and E. Kamada. A prediction market system for aggregating dis-
    persed tacit knowledge into a continuous forecasted demand distribution. Advances
    in Production Management Systems, pages 197{204, 2007.
    [17] A. Othman. Zero-intelligence agents in prediction markets. In Proceedings of the 7th
    international joint conference on Autonomous agents and multiagent systems-Volume
    2, pages 879{886. International Foundation for Autonomous Agents and Multiagent
    Systems, 2008.
    [18] D.M. Pennock. A dynamic pari-mutuel market for hedging, wagering, and informa-
    tion aggregation. In Proceedings of the 5th ACM conference on Electronic commerce,
    pages 170{179. ACM, 2004.
    [19] D.M. Pennock and R. Sami. Computational aspects of prediction markets. Algorith-
    mic Game Theory, pages 651{674, 2007.
    [20] E. Servan-Schreiber, J.Wolfers, D.M. Pennock, and B. Galebach. Prediction markets:
    Does money matter? Electronic Markets, 14(3):243{251, 2004.
    [21] J.J. Tseng, C.H. Lin, C.T. Lin, S.C. Wang, and S.P. Li. Statistical properties of
    agent-based models in markets with continuous double auction mechanism. Physica
    A: Statistical Mechanics and its Applications, 389(8):1699{1707, 2010.
    [22] G. Tziralis and I. Tatsiopoulos. Prediction markets: An extended literature review.
    The Journal of Prediction Markets, 1(1):75{91, 2007.
    [23] J. Wolfers and E. Zitzewitz. Prediction markets. Journal of Economic Perspectives,
    18(2):107{126, 2004.
    [24] J. Wolfers and E. Zitzewitz. Five open questions about prediction markets. The
    National Bureau of Economic Research Working Paper, 2006.
    [25] J. Wolfers and E. Zitzewitz. Interpreting prediction market prices as probabilities.
    The National Bureau of Economic Research Working Paper, 2006.
    Description: 碩士
    國立政治大學
    資訊科學學系
    97753013
    99
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0097753013
    Data Type: thesis
    Appears in Collections:[Department of Computer Science ] Theses

    Files in This Item:

    File Description SizeFormat
    301301.pdf93KbAdobe PDF2750View/Open
    301302.pdf1030KbAdobe PDF2763View/Open


    All items in 政大典藏 are protected by copyright, with all rights reserved.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback