Architecture of a prediction economy

Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2008. === Includes bibliographical references. === A design and implementation of a Prediction Economy is presented and compared to alternative designs. A Prediction Economy is composed of...

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Main Author: Carver, Jason W
Other Authors: Thomas W. Malone.
Format: Others
Language:English
Published: Massachusetts Institute of Technology 2009
Subjects:
Online Access:http://hdl.handle.net/1721.1/45807
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spelling ndltd-MIT-oai-dspace.mit.edu-1721.1-458072019-05-02T16:28:18Z Architecture of a prediction economy Carver, Jason W Thomas W. Malone. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Electrical Engineering and Computer Science. Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2008. Includes bibliographical references. A design and implementation of a Prediction Economy is presented and compared to alternative designs. A Prediction Economy is composed of prediction markets, market managers, information brokers and automated trading agents. Two important goals of a Prediction Economy are to improve liquidity and information dispersal. Market managers automatically open and close appropriate markets, quickly giving traders access to the latest claims. Information brokers deliver parsed data to the trading agents. The agents execute trades on markets that might not otherwise have much trading action. Some preliminary results from a running Prediction Economy are presented, with binary markets based on football plays during a college football game. The most accurate agent chose to enter 8 of 32 markets, and was able to predict 7 of the 8 football play attempts correctly. Source code for the newly implemented tools is available, as are references to the existing open source tools used. by Jason W. Carver. M.Eng. 2009-06-30T16:20:30Z 2009-06-30T16:20:30Z 2008 2008 Thesis http://hdl.handle.net/1721.1/45807 319169433 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 35 p. application/pdf Massachusetts Institute of Technology
collection NDLTD
language English
format Others
sources NDLTD
topic Electrical Engineering and Computer Science.
spellingShingle Electrical Engineering and Computer Science.
Carver, Jason W
Architecture of a prediction economy
description Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2008. === Includes bibliographical references. === A design and implementation of a Prediction Economy is presented and compared to alternative designs. A Prediction Economy is composed of prediction markets, market managers, information brokers and automated trading agents. Two important goals of a Prediction Economy are to improve liquidity and information dispersal. Market managers automatically open and close appropriate markets, quickly giving traders access to the latest claims. Information brokers deliver parsed data to the trading agents. The agents execute trades on markets that might not otherwise have much trading action. Some preliminary results from a running Prediction Economy are presented, with binary markets based on football plays during a college football game. The most accurate agent chose to enter 8 of 32 markets, and was able to predict 7 of the 8 football play attempts correctly. Source code for the newly implemented tools is available, as are references to the existing open source tools used. === by Jason W. Carver. === M.Eng.
author2 Thomas W. Malone.
author_facet Thomas W. Malone.
Carver, Jason W
author Carver, Jason W
author_sort Carver, Jason W
title Architecture of a prediction economy
title_short Architecture of a prediction economy
title_full Architecture of a prediction economy
title_fullStr Architecture of a prediction economy
title_full_unstemmed Architecture of a prediction economy
title_sort architecture of a prediction economy
publisher Massachusetts Institute of Technology
publishDate 2009
url http://hdl.handle.net/1721.1/45807
work_keys_str_mv AT carverjasonw architectureofapredictioneconomy
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