Difference between revisions of "Timeline of prediction markets"
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This is a '''timeline of {{W|prediction markets}}'''. | This is a '''timeline of {{W|prediction markets}}'''. | ||
+ | |||
+ | Prediction markets are a forecasting mechanism able to handle efficiently the dynamic aggregation of dispersed information among various agents. They can be thought of as betting markets structured to elicit and aggregate beliefs of future events. | ||
+ | |||
+ | Prediction markets are also sometimes known under the names: information markets, electronic markets, decision markets, virtual markets, election stock markets, idea futures, artificial markets, political stock markets, game market. | ||
+ | |||
== Big picture == | == Big picture == | ||
Line 8: | Line 13: | ||
|- | |- | ||
|Up to the 16th century | |Up to the 16th century | ||
− | | | + | |The first written records of political betting date from 1503 (wagering on papal election).<ref>{{Citation|last=Baumgartner|first=Frederic J.|title=The Creation of the Conclave|date=2003|url=http://dx.doi.org/10.1007/978-1-137-11014-5_3|work=Behind Locked Doors|pages=39–58|publisher=Palgrave Macmillan US|isbn=9781403969620|access-date=2018-09-04}}</ref> |
|- | |- | ||
|16th & 17th century | |16th & 17th century | ||
− | |In Italian city-states, betting is prevalent regarding the choice of government officials and on papal selection.<ref>{{Cite journal|last=Rhode|first=Paul|last2=Strumpf|first2=Koleman|date=2013-11-12|title=The Long History of Political Betting Markets: An International Perspective|url=http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029|language=en|doi=10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029}}</ref><ref>{{Cite journal|last=Walker|first=J.|date=1999-02-01|title=GAMBLING AND VENETIAN NOBLEMEN c. 1500-1700|url=http://dx.doi.org/10.1093/past/162.1.28|journal=Past & Present|volume=162|issue=1|pages=28–69|doi=10.1093/past/162.1.28|issn=0031-2746}}</ref> | + | |In Italian city-states, betting is prevalent regarding the choice of government officials and on papal selection.<ref name=":0">{{Cite journal|last=Rhode|first=Paul|last2=Strumpf|first2=Koleman|date=2013-11-12|title=The Long History of Political Betting Markets: An International Perspective|url=http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029|language=en|doi=10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029}}</ref><ref>{{Cite journal|last=Walker|first=J.|date=1999-02-01|title=GAMBLING AND VENETIAN NOBLEMEN c. 1500-1700|url=http://dx.doi.org/10.1093/past/162.1.28|journal=Past & Present|volume=162|issue=1|pages=28–69|doi=10.1093/past/162.1.28|issn=0031-2746}}</ref> |
|- | |- | ||
|18th to early 20th century | |18th to early 20th century | ||
− | | | + | |There are various instances of political betting on the timing and winning party of Parliamentary elections in Britain, on the outcomes of local and national elections in Canada, and on Presidential and Congressional winners in the United States.<ref>{{Cite journal|last=Rhode|first=Paul|last2=Strumpf|first2=Koleman|date=2013-11-12|title=The Long History of Political Betting Markets: An International Perspective|url=http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029|language=en|doi=10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029}}</ref> |
|- | |- | ||
|} | |} | ||
== Full timeline == | == Full timeline == | ||
− | |||
{| class="sortable wikitable" | {| class="sortable wikitable" | ||
!Year | !Year | ||
− | ! | + | !Event type |
!Event | !Event | ||
+ | |- | ||
+ | |1945 | ||
+ | |Publication | ||
+ | |The economist {{W|Friedrich Hayek}} publishes the essay "{{W|The Use of Knowledge in Society}}" arguing that information is decentralized within an economy and how that contributes to efficiency. The essay initiates a wider interest for information in economics.<ref>{{Citation|last=Hayek|first=Friedrich|title=The use of knowledge in society|url=http://dx.doi.org/10.1017/cbo9780511817410.007|work=The economic nature of the firm|pages=63–68|publisher=Cambridge University Press|isbn=9780511817410|access-date=2018-09-30}}</ref> (In 2011, "The Use of Knowledge in Society" was selected as one of the top 20 articles published in the American Economic Review during its first 100 years.<ref>{{Cite journal|last=Arrow|first=Kenneth J|last2=Bernheim|first2=B. Douglas|last3=Feldstein|first3=Martin S|last4=McFadden|first4=Daniel L|last5=Poterba|first5=James M|last6=Solow|first6=Robert M|date=February 2011|title=100 Years of theAmerican Economic Review: The Top 20 Articles|url=https://www.aeaweb.org/articles?id=10.1257/aer.101.1.1|journal=American Economic Review|language=en|volume=101|issue=1|pages=1–8|doi=10.1257/aer.101.1.1|issn=0002-8282|via=}}</ref>) | ||
|- | |- | ||
|1961 | |1961 | ||
− | | | + | |Legal |
− | |The {{W|Federal Wire Act}} becomes effective in the US, outlawing using | + | |The {{W|Federal Wire Act}} becomes effective in the US, outlawing using {{W|wired communication}} for betting or wagering, to prevent interstate gambling.<ref>{{Cite web|url=https://www.gpo.gov/fdsys/pkg/STATUTE-75/pdf/STATUTE-75-Pg491.pdf|title=Text of the 1961 Federal Wire Act|last=|first=|date=|website=|archive-url=|archive-date=|dead-url=|access-date=}}</ref> |
+ | |- | ||
+ | |1975 | ||
+ | |Fiction | ||
+ | |[[wikipedia:John Brunner (novelist)|John Brunner]] publishes ''{{W|The Shockwave Rider}}'', a science fiction story involving a prediction market named the Delphi pool.<ref>{{Cite book|url=https://openlibrary.org/books/OL24612647M/The_shockwave_rider|title=The shockwave rider|last=Brunner|first=John|date=1975|publisher=Harper & Row|edition=Book club ed.|location=New York}}</ref> | ||
|- | |- | ||
|1988 | |1988 | ||
− | | | + | |Launch |
− | |{{W|Iowa Political Stock Market}} launches during the US presidential election.<ref>{{Cite web|url=http://tippie.uiowa.edu/iem/media/wsj.html|title=Wall Street Journal reprint of "Iowa Market Takes Stock of Presidential Candidates"|last=|first=|date=|website=|archive-url=https://web.archive.org/web/20121130193428/http://tippie.uiowa.edu/iem/media/wsj.html|archive-date=2012-11-30|dead-url=|access-date=}}</ref> | + | |{{W|Iowa Political Stock Market}}, a non-profit prediction market platform for educational and research purposes, launches during the US presidential election.<ref>{{Cite web|url=http://tippie.uiowa.edu/iem/media/wsj.html|title=Wall Street Journal reprint of "Iowa Market Takes Stock of Presidential Candidates"|last=|first=|date=|website=|archive-url=https://web.archive.org/web/20121130193428/http://tippie.uiowa.edu/iem/media/wsj.html|archive-date=2012-11-30|dead-url=|access-date=}}</ref> |
|- | |- | ||
|1990 | |1990 | ||
− | | | + | |Corporate |
− | |At {{W|Project Xanadu}}, {{W|Robin Hanson}} uses the first known corporate prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20150219013504/http://mason.gmu.edu/~rhanson/bio.html|title=Robin Hanson's Bio|date=2015-02-19|access-date=2018-09-04}}</ref> | + | |At {{W|Project Xanadu}}, the first hypertext project, {{W|Robin Hanson}} uses the first known corporate prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20150219013504/http://mason.gmu.edu/~rhanson/bio.html|title=Robin Hanson's Bio|date=2015-02-19|access-date=2018-09-04}}</ref> |
|- | |- | ||
|1999 | |1999 | ||
− | | | + | |Performance |
|{{W|Hollywood Stock Exchange}}'s NominOptions predicts 32 out of 38 Oscar Nominations for the 80th Annual Academy Awards.<ref>{{Cite web|url=https://web.archive.org/web/20180826194335/https://www.hsx.com/about/pr_oscar_nom_2006.pdf|title=Wayback Machine|date=2018-08-26|access-date=2018-09-04}}</ref> | |{{W|Hollywood Stock Exchange}}'s NominOptions predicts 32 out of 38 Oscar Nominations for the 80th Annual Academy Awards.<ref>{{Cite web|url=https://web.archive.org/web/20180826194335/https://www.hsx.com/about/pr_oscar_nom_2006.pdf|title=Wayback Machine|date=2018-08-26|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2000 | |2000 | ||
− | | | + | |Launch |
− | |Ron Bernstein and Sean McNamara start {{W|Intrade.com}}, a prediction market | + | |Ron Bernstein and Sean McNamara start {{W|Intrade.com}}, a prediction market service operating from the Republic of Ireland.<ref>{{Cite web|url=https://web.archive.org/web/20130601090502/https://www.computerweekly.com/feature/Sport-in-the-City|title=Sport in the City|date=2013-06-01|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2000 | |2000 | ||
− | | | + | |Launch |
|{{W|NewsFutures}}, a play-money prediction market, is found by Émile Servan-Schreiber and Maurice Balick.<ref>{{Cite web|url=https://web.archive.org/web/20001216131100/http://ps.newsfutures.com:80/index.html|title=NewsFutures.com : La Bourse de l'Info|date=2000-12-16|access-date=2018-09-04}}</ref> | |{{W|NewsFutures}}, a play-money prediction market, is found by Émile Servan-Schreiber and Maurice Balick.<ref>{{Cite web|url=https://web.archive.org/web/20001216131100/http://ps.newsfutures.com:80/index.html|title=NewsFutures.com : La Bourse de l'Info|date=2000-12-16|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2001 | |2001 | ||
− | | | + | |Research |
|{{W|DARPA}} launches a call for proposal for the development of decision markets, later known as FutureMAP.<ref>{{Cite web|url=https://web.archive.org/web/20020111195139/http://www.acq.osd.mil/sadbu/sbir/solicitations/sbir012/darpa012.htm|title=POINTS OF CONTACT|date=2002-01-11|access-date=2018-09-04}}</ref> | |{{W|DARPA}} launches a call for proposal for the development of decision markets, later known as FutureMAP.<ref>{{Cite web|url=https://web.archive.org/web/20020111195139/http://www.acq.osd.mil/sadbu/sbir/solicitations/sbir012/darpa012.htm|title=POINTS OF CONTACT|date=2002-01-11|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2001 | |2001 | ||
− | | | + | |Launch |
|Long Bets Foundation is found as a 501(c)(3) public education nonprofit foundation by {{W|The Long Now Foundation}}.<ref>{{Cite web|url=https://web.archive.org/web/20021001000000*/http://longbets.org/about/|title=Wayback Machine|date=2002-10-01|access-date=2018-09-04}}</ref> | |Long Bets Foundation is found as a 501(c)(3) public education nonprofit foundation by {{W|The Long Now Foundation}}.<ref>{{Cite web|url=https://web.archive.org/web/20021001000000*/http://longbets.org/about/|title=Wayback Machine|date=2002-10-01|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2002 | |2002 | ||
− | | | + | |Performance |
+ | |Chen and [[wikipedia:Charles Plott|Plott]] (2002) ran eight prediction markets within Hewlett-Packard to forecast important variables like quarterly printer sales. These results showed that the markets were more accurate than the company’s official forecasts.<ref>{{Citation|last=Chen|first=Kay-Yut|title=Chapter 40 Markets and Information Aggregation Mechanisms|date=2008|url=http://dx.doi.org/10.1016/s1574-0722(07)00040-6|work=Handbook of Experimental Economics Results|pages=344–352|publisher=Elsevier|isbn=9780444826428|access-date=2018-09-23|last2=Plott|first2=Charles R.}}</ref> | ||
+ | |- | ||
+ | |2002 | ||
+ | |Corporate | ||
|Yahoo starts experimenting with prediction markets internally.<ref>{{Cite web|url=https://web.archive.org/web/20180622171957/https://www.cftc.gov/sites/default/files/idc/groups/public/@lrfederalregister/documents/frcomment/08-004c029.pdf|title=Wayback Machine|date=2018-06-22|access-date=2018-09-04}}</ref> | |Yahoo starts experimenting with prediction markets internally.<ref>{{Cite web|url=https://web.archive.org/web/20180622171957/https://www.cftc.gov/sites/default/files/idc/groups/public/@lrfederalregister/documents/frcomment/08-004c029.pdf|title=Wayback Machine|date=2018-06-22|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2003 | |2003 | ||
− | | | + | |Discontinuation |
− | |Two US senators call for the immediate end of FutureMAP.<ref>{{Cite web|url=https://web.archive.org/web/20030811195116/http://wyden.senate.gov/media/2003/07282003_terrormarket.html|title=Senator Ron Wyden|date=2003-08-11|access-date=2018-09-04}}</ref> | + | |Two US senators call for the immediate end of FutureMAP.<ref>{{Cite web|url=https://web.archive.org/web/20030811195116/http://wyden.senate.gov/media/2003/07282003_terrormarket.html|title=Senator Ron Wyden|date=2003-08-11|access-date=2018-09-04}}</ref> DARPA's FutureMAP program terminates the next day.<ref>{{Cite web|url=https://web.archive.org/web/20030811045100/http://www.iwar.org.uk/news-archive/tia/futuremap-darpa.pdf|title=Wayback Machine|date=2003-08-11|access-date=2018-09-04}}</ref> |
− | |||
− | |||
− | |||
− | |||
|- | |- | ||
|2004 | |2004 | ||
− | | | + | |Publication |
− | |James Surowiecki publishes the book "{{W|The Wisdom of Crowds}}", championing the idea of prediction markets.<ref>{{Cite book|url=https://openlibrary.org/books/OL9414725M/The_Wisdom_of_Crowds|title=The Wisdom of Crowds|last=Surowiecki|first=James|date=2004-06-03|publisher=Little, Brown|isbn=9780316861731}}</ref> | + | |{{W|James Surowiecki}} publishes the book "{{W|The Wisdom of Crowds}}", championing the idea of prediction markets.<ref>{{Cite book|url=https://openlibrary.org/books/OL9414725M/The_Wisdom_of_Crowds|title=The Wisdom of Crowds|last=Surowiecki|first=James|date=2004-06-03|publisher=Little, Brown|isbn=9780316861731}}</ref> |
|- | |- | ||
|2004 | |2004 | ||
− | | | + | |Launch |
|{{W|HedgeStreet}} is found with the approval of the {{W|Commodity Futures Trading Commission}} (CFTC).<ref>{{Cite web|url=https://web.archive.org/web/20180826194606/https://www.cftc.gov/sites/default/files/files/anr/anr2004.pdf|title=Wayback Machine|date=2018-08-26|access-date=2018-09-04}}</ref> | |{{W|HedgeStreet}} is found with the approval of the {{W|Commodity Futures Trading Commission}} (CFTC).<ref>{{Cite web|url=https://web.archive.org/web/20180826194606/https://www.cftc.gov/sites/default/files/files/anr/anr2004.pdf|title=Wayback Machine|date=2018-08-26|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2005 | |2005 | ||
− | | | + | |Research |
− | |An article in Nature states how Eli Lilly and Company used prediction markets to help predict which development drugs might have the best chance of advancing through clinical trials, by using internal markets to forecast outcomes of drug research and development efforts.<ref>{{Cite journal|last=|first=|date=2005-11-17|title=Wisdom of the crowd|url=http://dx.doi.org/10.1038/438281a|journal=Nature|volume=438|issue=7066|pages=281–281|doi=10.1038/438281a|issn=0028-0836|via=}}</ref> | + | |An article in ''[[wikipedia:Nature (journal)|Nature]]'' states how {{W|Eli Lilly and Company}} used prediction markets to help predict which development drugs might have the best chance of advancing through clinical trials, by using internal markets to forecast outcomes of drug research and development efforts.<ref>{{Cite journal|last=|first=|date=2005-11-17|title=Wisdom of the crowd|url=http://dx.doi.org/10.1038/438281a|journal=Nature|volume=438|issue=7066|pages=281–281|doi=10.1038/438281a|issn=0028-0836|via=}}</ref> |
|- | |- | ||
|2005 | |2005 | ||
− | | | + | |Corporate |
|Google announces that it has been using prediction markets internally.<ref>{{Cite web|url=https://web.archive.org/web/20051001072152/https://googleblog.blogspot.com/2005/09/putting-crowd-wisdom-to-work.html|title=Official Google Blog: Putting crowd wisdom to work|date=2005-10-01|access-date=2018-09-04}}</ref> | |Google announces that it has been using prediction markets internally.<ref>{{Cite web|url=https://web.archive.org/web/20051001072152/https://googleblog.blogspot.com/2005/09/putting-crowd-wisdom-to-work.html|title=Official Google Blog: Putting crowd wisdom to work|date=2005-10-01|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2006 | |2006 | ||
− | | | + | |Launch |
+ | |XFuture, a Chinese-language prediction market exchange, is launched collaboratively by the Center for Prediction Markets at Taiwan’s National Chengchi University and xPredict Ltd.<ref>{{Cite news|url=https://nccupm.wordpress.com/the-exchange-of-future-events/|title=The Exchange of Future Events|date=2010-05-07|work=政治大學預測市場研究中心|access-date=2018-09-23|language=zh-TW}}</ref> | ||
+ | |- | ||
+ | |2006 | ||
+ | |Legal | ||
|The {{W|Unlawful Internet Gambling Enforcement Act}} comes into effect in the US, prohibiting "gambling businesses from knowingly accepting payments in connection with the participation of another person in a bet or wager that involves the use of the Internet and that is unlawful under any federal or state law."<ref>{{Cite web|url=https://web.archive.org/web/20100601165540/https://www.ots.treas.gov/_files/422372.pdf|title=Wayback Machine|date=2010-06-01|access-date=2018-09-04}}</ref> | |The {{W|Unlawful Internet Gambling Enforcement Act}} comes into effect in the US, prohibiting "gambling businesses from knowingly accepting payments in connection with the participation of another person in a bet or wager that involves the use of the Internet and that is unlawful under any federal or state law."<ref>{{Cite web|url=https://web.archive.org/web/20100601165540/https://www.ots.treas.gov/_files/422372.pdf|title=Wayback Machine|date=2010-06-01|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2006 | |2006 | ||
− | | | + | |Corporate |
|Inkling, a company offering prediction markets tools for businesses, is found.<ref>{{Cite web|url=https://www.crunchbase.com/organization/inkling#section-overview|title=Inkling {{!}} Crunchbase|website=Crunchbase|language=en|access-date=2018-09-04}}</ref> | |Inkling, a company offering prediction markets tools for businesses, is found.<ref>{{Cite web|url=https://www.crunchbase.com/organization/inkling#section-overview|title=Inkling {{!}} Crunchbase|website=Crunchbase|language=en|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2006 | |2006 | ||
− | | | + | |Corporate |
|The Ford Motor Company starts using a prediction market internally.<ref>{{Cite journal|last=Montgomery|first=Thomas A.|last2=Stieg|first2=Paul M.|last3=Cavaretta|first3=Michael J.|last4=Moraal|first4=Paul E.|date=2013-08-11|title=Experience from hosting a corporate prediction market: benefits beyond the forecasts|url=http://dl.acm.org/citation.cfm?id=2487575.2488212|publisher=ACM|pages=1384–1392|doi=10.1145/2487575.2488212|isbn=9781450321747}}</ref> | |The Ford Motor Company starts using a prediction market internally.<ref>{{Cite journal|last=Montgomery|first=Thomas A.|last2=Stieg|first2=Paul M.|last3=Cavaretta|first3=Michael J.|last4=Moraal|first4=Paul E.|date=2013-08-11|title=Experience from hosting a corporate prediction market: benefits beyond the forecasts|url=http://dl.acm.org/citation.cfm?id=2487575.2488212|publisher=ACM|pages=1384–1392|doi=10.1145/2487575.2488212|isbn=9781450321747}}</ref> | ||
|- | |- | ||
|2007 | |2007 | ||
− | | | + | |Publication |
− | |First issue of the Journal of Prediction Markets, with Leighton Vaughan Williams of the Nottingham Business School as editor.<ref>{{Cite web|url=https://web.archive.org/web/20130308150634/http://ubplj.org/index.php/jpm/issue/view/49|title=Vol 1, No 1 (2007)|date=2013-03-08|access-date=2018-09-04}}</ref> | + | |First issue of the ''Journal of Prediction Markets'', with Leighton Vaughan Williams of the Nottingham Business School as editor.<ref>{{Cite web|url=https://web.archive.org/web/20130308150634/http://ubplj.org/index.php/jpm/issue/view/49|title=Vol 1, No 1 (2007)|date=2013-03-08|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2007 | |2007 | ||
− | | | + | |Corporate |
|Multiple companies form the Prediction Market Industry Association, with the goals of promoting awareness, education, and validation for prediction markets.<ref>{{Cite web|url=https://web.archive.org/web/20170429103454/http://www.cometoknow.com/prediction-market-industry-association|title=PMIA – Come to Know|date=2017-04-29|access-date=2018-09-04}}</ref> | |Multiple companies form the Prediction Market Industry Association, with the goals of promoting awareness, education, and validation for prediction markets.<ref>{{Cite web|url=https://web.archive.org/web/20170429103454/http://www.cometoknow.com/prediction-market-industry-association|title=PMIA – Come to Know|date=2017-04-29|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2008 | |2008 | ||
− | | | + | |Publication |
+ | |A ''[[wikipedia:The New York Times|New York Times]]'' article discusses the use of prediction markets at InterContinental Hotels, Best Buy, Cisco Systems, GE Healthcare, General Mills, ArcelorMittal, Swisscom, and others. <ref>{{Cite news|url=https://www.nytimes.com/2008/04/09/technology/techspecial/09predict.html|title=Betting to Improve the Odds|last=Lohr|first=Steve|access-date=2018-09-23|language=en}}</ref> | ||
+ | |- | ||
+ | |2008 | ||
+ | |Launch | ||
|{{W|iPredict}} launches with the approval of the {{W|Securities Commission of New Zealand}}.<ref>{{Cite web|url=https://web.archive.org/web/20110407211908/http://www.legislation.govt.nz/regulation/public/2008/0285/latest/whole.html|title=Futures Contracts (iPredict Limited) Declaration and Exemption Notice 2008 (SR 2008/285) – New Zealand Legislation|date=2011-04-07|access-date=2018-09-04}}</ref> | |{{W|iPredict}} launches with the approval of the {{W|Securities Commission of New Zealand}}.<ref>{{Cite web|url=https://web.archive.org/web/20110407211908/http://www.legislation.govt.nz/regulation/public/2008/0285/latest/whole.html|title=Futures Contracts (iPredict Limited) Declaration and Exemption Notice 2008 (SR 2008/285) – New Zealand Legislation|date=2011-04-07|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2008 | |2008 | ||
− | | | + | |Launch |
− | |Smarkets, a betting exchange, launches.<ref>{{Cite web|url=https://web.archive.org/web/20080402232630/http://blog.smarkets.com/about/|title=About « Smarkets Blog|date=2008-04-02|access-date=2018-09-04}}</ref> | + | |Smarkets, a person-to-person betting exchange platform, launches.<ref>{{Cite web|url=https://web.archive.org/web/20080402232630/http://blog.smarkets.com/about/|title=About « Smarkets Blog|date=2008-04-02|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2008 | |2008 | ||
− | | | + | |Legal |
|The CFTC solicits comments on the appropriate regulatory treatment of financial agreements offered by markets commonly referred to as event, prediction, or information markets.<ref>{{Cite news|url=https://www.federalregister.gov/documents/2008/05/07/E8-9981/concept-release-on-the-appropriate-regulatory-treatment-of-event-contracts|title=Concept Release on the Appropriate Regulatory Treatment of Event Contracts|date=2008-05-07|work=Federal Register|access-date=2018-09-04}}</ref> | |The CFTC solicits comments on the appropriate regulatory treatment of financial agreements offered by markets commonly referred to as event, prediction, or information markets.<ref>{{Cite news|url=https://www.federalregister.gov/documents/2008/05/07/E8-9981/concept-release-on-the-appropriate-regulatory-treatment-of-event-contracts|title=Concept Release on the Appropriate Regulatory Treatment of Event Contracts|date=2008-05-07|work=Federal Register|access-date=2018-09-04}}</ref> | ||
+ | |- | ||
+ | |2008 | ||
+ | |Publication | ||
+ | |A joint statement by 22 lead economists and scientists is published in Science on the promise of prediction markets, demanding that the CFTC should "establish safe-harbor rules for selected small-stakes markets" and that "Congress should support the CFTC’s efforts to develop prediction markets".<ref>{{Cite journal|last=Arrow|first=K. J.|last2=Forsythe|first2=R.|last3=Gorham|first3=M.|last4=Hahn|first4=R.|last5=Hanson|first5=R.|last6=Ledyard|first6=J. O.|last7=Levmore|first7=S.|last8=Litan|first8=R.|last9=Milgrom|first9=P.|date=2008-05-16|title=ECONOMICS: The Promise of Prediction Markets|url=http://dx.doi.org/10.1126/science.1157679|journal=Science|volume=320|issue=5878|pages=877–878|doi=10.1126/science.1157679|issn=0036-8075}}</ref> | ||
+ | |- | ||
+ | |2009 | ||
+ | |Fiction | ||
+ | |{{W|Eliezer Yudkowsky}} publishes the science fiction story ''Three Worlds Collide'' featuring a civilization using prediction markets.<ref>{{Cite web|url=https://www.lesswrong.com/posts/HawFh7RvDM4RyoJ2d/three-worlds-collide-0-8|title=Three Worlds Collide|last=Yudkowsky|first=Eliezer|date=2009|website=LessWrong|archive-url=|archive-date=|dead-url=|access-date=}}</ref> | ||
|- | |- | ||
|2010 | |2010 | ||
− | | | + | |Corporate |
|NewsFutures becomes Lumenogic, a company offering collective intelligence services to firms.<ref>{{Cite web|url=https://web.archive.org/web/20100703052803/http://www.lumenogic.com:80/www/newsfutures.html|title=Lumenogic: Collective Intelligence Solutions for Senior Leadership|date=2010-07-03|access-date=2018-09-04}}</ref> | |NewsFutures becomes Lumenogic, a company offering collective intelligence services to firms.<ref>{{Cite web|url=https://web.archive.org/web/20100703052803/http://www.lumenogic.com:80/www/newsfutures.html|title=Lumenogic: Collective Intelligence Solutions for Senior Leadership|date=2010-07-03|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2010 | |2010 | ||
− | | | + | |Research |
− | |{{W|IARPA}}'s Aggregative Contingent Estimation (ACE) program launches.<ref>{{Cite web|url=https://web.archive.org/web/20120916135741/https://www.fbo.gov/index?s=opportunity&mode=form&tab=core&id=54f9f4b696ffeedf52cffc433a2fc878|title=Aggregative Contingent Estimation (ACE) Program Broad Agency Announcement (BAA) - Federal Business Opportunities: Opportunities|date=2012-09-16|access-date=2018-09-04}}</ref> | + | |{{W|IARPA}}'s Aggregative Contingent Estimation (ACE) program launches, seeking innovation in allocation of probabilistic jugments, conditional probabilities for contingent events, mathematical aggregation of judgments by many individuals, representation of aggregated probabilistic forecasts and their distributions.<ref>{{Cite web|url=https://web.archive.org/web/20120916135741/https://www.fbo.gov/index?s=opportunity&mode=form&tab=core&id=54f9f4b696ffeedf52cffc433a2fc878|title=Aggregative Contingent Estimation (ACE) Program Broad Agency Announcement (BAA) - Federal Business Opportunities: Opportunities|date=2012-09-16|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2011 | |2011 | ||
− | | | + | |Launch |
|DAGGRE launches as part of IARPA's ACE program.<ref>{{Cite web|url=https://web.archive.org/web/20120127194416/http://daggre.org:80/info/|title=DAGGRE|date=2012-01-27|access-date=2018-09-04}}</ref> | |DAGGRE launches as part of IARPA's ACE program.<ref>{{Cite web|url=https://web.archive.org/web/20120127194416/http://daggre.org:80/info/|title=DAGGRE|date=2012-01-27|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2011 | |2011 | ||
− | | | + | |Legal |
|The US Department of Justice releases a formal legal opinion on the scope of the Wire Act of 1961 concluding, "interstate transmissions of wire communications that do not relate to a 'sporting event or contest' fall outside the reach of the Wire Act."<ref>{{Cite web|url=https://web.archive.org/web/20140815211239/https://www.justice.gov/sites/default/files/olc/opinions/2011/09/31/state-lotteries-opinion.pdf|title=Wayback Machine|date=2014-08-15|access-date=2018-09-04}}</ref> | |The US Department of Justice releases a formal legal opinion on the scope of the Wire Act of 1961 concluding, "interstate transmissions of wire communications that do not relate to a 'sporting event or contest' fall outside the reach of the Wire Act."<ref>{{Cite web|url=https://web.archive.org/web/20140815211239/https://www.justice.gov/sites/default/files/olc/opinions/2011/09/31/state-lotteries-opinion.pdf|title=Wayback Machine|date=2014-08-15|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2012 | |2012 | ||
− | | | + | |Research |
− | | | + | |A systematic review of 155 articles on prediction markets published between 1990 and 2006 predicting that research on prediction on prediction markets will significantly increase, that there is a need to standardize the terminogy of the field, and that a dissemiination of prediction markets mechanism could lead to an expansion of relevant research and applications.<ref>{{Cite journal|last=Tziralis|first=Georgios|last2=Tatsiopoulos|first2=Ilias|date=2007|title=Prediction markets: an information aggregation perspective to the forecasting problem|url=http://dx.doi.org/10.1504/wremsd.2007.014044|journal=World Review of Entrepreneurship, Management and Sustainable Development|volume=3|issue=3/4|pages=251|doi=10.1504/wremsd.2007.014044|issn=1746-0573}}</ref> |
|- | |- | ||
|2012 | |2012 | ||
− | | | + | |Legal |
− | | | + | |CFTC charges Intrade and TEN with violating the CFTC’s Off-Exchange Options Trading Ban and filing false forms.<ref>{{Cite web|url=https://web.archive.org/web/20121202055455/https://www.cftc.gov/PressRoom/PressReleases/pr6423-12|title=CFTC Charges Ireland-based “Prediction Market” Proprietors Intrade and TEN with Violating the CFTC’s Off-Exchange Options Trading Ban and Filing False Forms with the CFTC|date=2012-12-02|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2012 | |2012 | ||
− | | | + | |Launch |
|David Pennock, Principal Research Scientist at Yahoo! Research in New York City, announces PredictWiseQ, an implementation of combinatorial prediction market design.<ref>{{Cite web|url=https://web.archive.org/web/20121020123214/http://blog.oddhead.com/2012/10/06/predictwiseq/|title=Raise your WiseQ to the 57th power » Oddhead Blog|date=2012-10-20|access-date=2018-09-04}}</ref> | |David Pennock, Principal Research Scientist at Yahoo! Research in New York City, announces PredictWiseQ, an implementation of combinatorial prediction market design.<ref>{{Cite web|url=https://web.archive.org/web/20121020123214/http://blog.oddhead.com/2012/10/06/predictwiseq/|title=Raise your WiseQ to the 57th power » Oddhead Blog|date=2012-10-20|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2013 | |2013 | ||
− | | | + | |Research |
+ | |A meta-analysis indicates that "Various studies highlight that prediction markets are a reliable forecasting tool, which can be easily applied in larger settings and are applicable for short-run and long-run predictions", that "prediction markets possess certain advantages like immediate feedback, transparency over all alternatives and the generation of fun during consensus building through game mechanics" over incentivizing experts directly, but that research is still at the beginning.<ref>{{Cite web|url=https://ieeexplore.ieee.org/abstract/document/6550607|title=Accessing Knowledge with a Game -- A Meta-analysis of Prediction Markets - IEEE Conference Publication|website=ieeexplore.ieee.org|language=en-US|access-date=2018-09-30}}</ref> | ||
+ | |- | ||
+ | |2013 | ||
+ | |Legal | ||
+ | |CFTC charges “Prediction Market” Banc de Binary Ltd, an Israeli firm, with violating the CFTC’s off-exchange options trading Ban and operating as an unregistered Futures Commission Merchant.<ref>{{Cite web|url=https://www.cftc.gov/PressRoom/PressReleases/pr6602-13|title=CFTC Charges “Prediction Market” Proprietor Banc de Binary with Violating the CFTC’s Off-Exchange Options Trading Ban and Operating as an Unregistered Futures Commission Merchant {{!}} U.S. COMMODITY FUTURES TRADING COMMISSION|website=www.cftc.gov|language=en|access-date=2018-09-23}}</ref> | ||
+ | |- | ||
+ | |2013 | ||
+ | |Publication | ||
+ | |A blog post discusses using prediction markets to fund public goods.<ref>{{Cite news|url=https://ideophilus.wordpress.com/2013/10/20/betting-against-public-goods-that-you-want/|title=Betting against public goods that you want|date=2013-10-20|work=Ideophilus|access-date=2018-09-23|language=en-US}}</ref> | ||
+ | |- | ||
+ | |2013 | ||
+ | |Launch | ||
+ | |CrowdMed, a company aiming to identify illnesses that have gone without a diagnosis using prediction markets, is part of the {{W|Y Combinator}} winter 2013 class and launches its public beta at {{W|TEDMED}} 2013 in Washington, D.C.<ref>{{Cite news|url=https://techcrunch.com/2013/04/16/crowdmed/|title=With $1.1 Million In Funding, YC-Backed CrowdMed Launches To Crowdsource Medical Diagnoses|work=TechCrunch|access-date=2018-09-23|language=en-US}}</ref> | ||
+ | |- | ||
+ | |2013 | ||
+ | |Launch | ||
|First commit on TruthCoin (later called Hivemind), a Bitcoin-based decentralized prediction market.<ref>{{Cite web|url=https://github.com/psztorc/Truthcoin/commit/d54e6216b28674e79f53b5d99dc226a896120eb3|title=First Commit · psztorc/Truthcoin@d54e621|website=GitHub|language=en|access-date=2018-09-04}}</ref> | |First commit on TruthCoin (later called Hivemind), a Bitcoin-based decentralized prediction market.<ref>{{Cite web|url=https://github.com/psztorc/Truthcoin/commit/d54e6216b28674e79f53b5d99dc226a896120eb3|title=First Commit · psztorc/Truthcoin@d54e621|website=GitHub|language=en|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2013 | |2013 | ||
− | | | + | |Performance |
|{{W|The Good Judgment Project}} wins IARPA's ACE program.<ref>{{Cite web|url=https://web.archive.org/web/20131127133205/https://www.washingtonpost.com/blogs/monkey-cage/wp/2013/11/26/good-judgment-in-forecasting-international-affairs-and-an-invitation-for-season-3/|title=Good judgment in forecasting international affairs (and an invitation for season 3)|date=2013-11-27|access-date=2018-09-04}}</ref> | |{{W|The Good Judgment Project}} wins IARPA's ACE program.<ref>{{Cite web|url=https://web.archive.org/web/20131127133205/https://www.washingtonpost.com/blogs/monkey-cage/wp/2013/11/26/good-judgment-in-forecasting-international-affairs-and-an-invitation-for-season-3/|title=Good judgment in forecasting international affairs (and an invitation for season 3)|date=2013-11-27|access-date=2018-09-04}}</ref> | ||
+ | |- | ||
+ | |2013 | ||
+ | |Performance | ||
+ | |(Snowberg, Wolfers, Zitzewitz 2013) show that the track record of prediction markets out-perform both professional forecasters and polls in a variety of statistical tests.<ref>{{Citation|last=Snowberg|first=Erik|title=Prediction Markets for Economic Forecasting|date=2013|url=http://dx.doi.org/10.1016/b978-0-444-53683-9.00011-6|work=Handbook of Economic Forecasting|pages=657–687|publisher=Elsevier|isbn=9780444536839|access-date=2018-09-23|last2=Wolfers|first2=Justin|last3=Zitzewitz|first3=Eric}}</ref> | ||
+ | |- | ||
+ | |2014 | ||
+ | |Publication | ||
+ | |An article by Paul Sztorc of Truthcoin discusses applications of prediction markets outside of prediction, such as lie detection, whistleblowing, stabilizing crypto-assets, policy advice, etc.<ref>{{Cite web|url=http://bitcoinhivemind.com/papers/3_PM_Applications.pdf|title=Extra-Predictive Applications of Prediction Markets|last=Sztorc|first=Paul|date=2014|website=|archive-url=|archive-date=|dead-url=|access-date=}}</ref> | ||
+ | |- | ||
+ | |2014 | ||
+ | |Research | ||
+ | |A systematic review of 316 articles on prediction markets from 2007 to 2013 concluding that "the fundamentals of the concept have been sufficiently investigated in the academic research and thus the overall forecasting performance of Prediction Markets is currently at the center of interest."<ref name=":1" /> | ||
|- | |- | ||
|2014 | |2014 | ||
− | | | + | |Legal |
|CFTC provides {{W|No-Action Relief}} for Victoria University of Wellington, New Zealand, to operate a not-for-profit market for event contracts and to offer event contracts to US persons.<ref>{{Cite web|url=https://web.archive.org/web/20141103175945/https://www.cftc.gov/PressRoom/PressReleases/pr7047-14|title=CFTC Staff Provides No-Action Relief for Victoria University of Wellington, New Zealand, to Operate a Not-For-Profit Market for Event Contracts and to Offer Event Contracts to U.S. Persons|date=2014-11-03|access-date=2018-09-04}}</ref> | |CFTC provides {{W|No-Action Relief}} for Victoria University of Wellington, New Zealand, to operate a not-for-profit market for event contracts and to offer event contracts to US persons.<ref>{{Cite web|url=https://web.archive.org/web/20141103175945/https://www.cftc.gov/PressRoom/PressReleases/pr7047-14|title=CFTC Staff Provides No-Action Relief for Victoria University of Wellington, New Zealand, to Operate a Not-For-Profit Market for Event Contracts and to Offer Event Contracts to U.S. Persons|date=2014-11-03|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2014 | |2014 | ||
− | | | + | |Launch |
− | |Microsoft launches Prediction Lab.<ref>{{Cite web|url=https://web.archive.org/web/20150919035714/http://www.predictwise.com/node/3765|title=Why Microsoft Prediction Lab {{!}} PredictWise|date=2015-09-19|access-date=2018-09-04}}</ref> | + | |Microsoft launches Prediction Lab, a product blending non-representative polling and prediction games.<ref>{{Cite web|url=https://web.archive.org/web/20150919035714/http://www.predictwise.com/node/3765|title=Why Microsoft Prediction Lab {{!}} PredictWise|date=2015-09-19|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2014 | |2014 | ||
− | | | + | |Discontinuation |
− | |DAGGRE stops. Robin Hanson | + | |DAGGRE stops. Robin Hanson announces SciCast, a combinatorial prediction markets for aggregating expertise, as part of IARPA's ForeST program.<ref>{{Cite web|url=https://web.archive.org/web/20140503011442/http://www.overcomingbias.com/2014/01/announcingscicast.html|title=Overcoming Bias : Announcing: SciCast|date=2014-05-03|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2014 | |2014 | ||
− | | | + | |Launch |
|Launch of Fairlay, a Bitcoin-based prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20140409034120/https://bitcointalk.org/index.php?topic=433086.0|title=FAIRLAY.COM - New Bitcoin Prediction Market|date=2014-04-09|access-date=2018-09-04}}</ref> | |Launch of Fairlay, a Bitcoin-based prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20140409034120/https://bitcointalk.org/index.php?topic=433086.0|title=FAIRLAY.COM - New Bitcoin Prediction Market|date=2014-04-09|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2014 | |2014 | ||
− | | | + | |Launch |
|Lumenogic (previously NewsFutures) launches Hypermind, a play-money prediction market, leveraging techniques built for the Good Judgment Project.<ref>{{Cite web|url=https://web.archive.org/web/20180831182258/https://sites.lsa.umich.edu/wp-content/uploads/sites/176/2015/02/Servan-Schreiber-and-Atanasov-CI-2015-Abstract.pdf|title=Wayback Machine|date=2018-08-31|access-date=2018-09-04}}</ref> | |Lumenogic (previously NewsFutures) launches Hypermind, a play-money prediction market, leveraging techniques built for the Good Judgment Project.<ref>{{Cite web|url=https://web.archive.org/web/20180831182258/https://sites.lsa.umich.edu/wp-content/uploads/sites/176/2015/02/Servan-Schreiber-and-Atanasov-CI-2015-Abstract.pdf|title=Wayback Machine|date=2018-08-31|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Research |
|Publication of a paper on the use of prediction markets to estimate the reproducibility of scientific research, in the {{W|Proceedings of the National Academy of Sciences}}.<ref>{{Cite journal|last=Dreber|first=Anna|last2=Pfeiffer|first2=Thomas|last3=Almenberg|first3=Johan|last4=Isaksson|first4=Siri|last5=Wilson|first5=Brad|last6=Chen|first6=Yiling|last7=Nosek|first7=Brian A.|last8=Johannesson|first8=Magnus|date=2015-12-15|title=Using prediction markets to estimate the reproducibility of scientific research|url=http://www.pnas.org/content/112/50/15343|journal=Proceedings of the National Academy of Sciences|language=en|volume=112|issue=50|pages=15343–15347|doi=10.1073/pnas.1516179112|issn=0027-8424|pmc=4687569|pmid=26553988}}</ref> | |Publication of a paper on the use of prediction markets to estimate the reproducibility of scientific research, in the {{W|Proceedings of the National Academy of Sciences}}.<ref>{{Cite journal|last=Dreber|first=Anna|last2=Pfeiffer|first2=Thomas|last3=Almenberg|first3=Johan|last4=Isaksson|first4=Siri|last5=Wilson|first5=Brad|last6=Chen|first6=Yiling|last7=Nosek|first7=Brian A.|last8=Johannesson|first8=Magnus|date=2015-12-15|title=Using prediction markets to estimate the reproducibility of scientific research|url=http://www.pnas.org/content/112/50/15343|journal=Proceedings of the National Academy of Sciences|language=en|volume=112|issue=50|pages=15343–15347|doi=10.1073/pnas.1516179112|issn=0027-8424|pmc=4687569|pmid=26553988}}</ref> | ||
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Launch |
|Launch of Metaculus, a web community aiming at generating accurate predictions.<ref>{{Cite web|url=https://web.archive.org/web/20151224181609/https://www.metaculus.com|title=Metaculus|date=2015-12-24|access-date=2018-09-04}}</ref> | |Launch of Metaculus, a web community aiming at generating accurate predictions.<ref>{{Cite web|url=https://web.archive.org/web/20151224181609/https://www.metaculus.com|title=Metaculus|date=2015-12-24|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Publication |
+ | |SciCast releases its final report.<ref>{{Cite web|url=https://web.archive.org/web/20160124094102/http://blog.scicast.org/download/scicast-final-report-public/|title=SciCast Final Report (Public) {{!}} The Official SciCast Blog|date=2016-01-24|access-date=2018-09-23}}</ref> | ||
+ | |- | ||
+ | |2015 | ||
+ | |Discontinuation | ||
|Suspension of SciCast after losing IARPA funding.<ref>{{Cite web|url=https://web.archive.org/web/20150609013153/http://blog.scicast.org/2015/06/08/so-long-and-thanks-for-all-the-fish/|title=So Long, and Thanks for All the Fish! {{!}} The Official SciCast Blog|date=2015-06-09|access-date=2018-09-04}}</ref> | |Suspension of SciCast after losing IARPA funding.<ref>{{Cite web|url=https://web.archive.org/web/20150609013153/http://blog.scicast.org/2015/06/08/so-long-and-thanks-for-all-the-fish/|title=So Long, and Thanks for All the Fish! {{!}} The Official SciCast Blog|date=2015-06-09|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Launch |
− | |Jack Peterson and Joey Krug register the Forecast Foundation OU in Estonia, the parent organization of the decentralized prediction market Augur based on {{W|Ethereum}}.<ref>{{Cite web|url=https://web.archive.org/web/20180830180936/https://www.infoproff.com/en/companies/regcard/EST7851930/12894333|title=Wayback Machine|date=2018-08-30|access-date=2018-09-04}}</ref> | + | |Jack Peterson and Joey Krug register the Forecast Foundation OU in Estonia, the parent organization of the decentralized prediction market [[wikipedia:Augur (software)|Augur]] based on {{W|Ethereum}}.<ref>{{Cite web|url=https://web.archive.org/web/20180830180936/https://www.infoproff.com/en/companies/regcard/EST7851930/12894333|title=Wayback Machine|date=2018-08-30|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Launch |
|Martin Köppelmann announces Gnosis, a decentralized prediction market based on Ethereum.<ref>{{Cite web|url=https://www.reddit.com/r/ethereum/comments/3i9i8m/groupgnosis_prediction_market_is_live_trading_has/|title=r/ethereum - Groupgnosis Prediction Market is Live; Trading has Begun.|website=reddit|language=en|access-date=2018-09-04}}</ref> | |Martin Köppelmann announces Gnosis, a decentralized prediction market based on Ethereum.<ref>{{Cite web|url=https://www.reddit.com/r/ethereum/comments/3i9i8m/groupgnosis_prediction_market_is_live_trading_has/|title=r/ethereum - Groupgnosis Prediction Market is Live; Trading has Begun.|website=reddit|language=en|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2015 | |2015 | ||
− | | | + | |Corporate |
|Publication of a paper on the use of internal prediction markets at Google, Ford, and a pseudonymous materials & energy conglomerate.<ref>{{Cite journal|last=Cowgill|first=Bo|last2=Zitzewitz|first2=Eric|date=2015-04-02|title=Corporate Prediction Markets: Evidence from Google, Ford, and Firm X|url=https://doi.org/10.1093/restud/rdv014|journal=The Review of Economic Studies|language=en|volume=82|issue=4|pages=1309–1341|doi=10.1093/restud/rdv014|issn=0034-6527}}</ref> | |Publication of a paper on the use of internal prediction markets at Google, Ford, and a pseudonymous materials & energy conglomerate.<ref>{{Cite journal|last=Cowgill|first=Bo|last2=Zitzewitz|first2=Eric|date=2015-04-02|title=Corporate Prediction Markets: Evidence from Google, Ford, and Firm X|url=https://doi.org/10.1093/restud/rdv014|journal=The Review of Economic Studies|language=en|volume=82|issue=4|pages=1309–1341|doi=10.1093/restud/rdv014|issn=0034-6527}}</ref> | ||
|- | |- | ||
|2016 | |2016 | ||
− | | | + | |Discontinuation |
|iPredict closes after Associate Justice Minister Simon Bridges refused to grant it an exemption from the Anti-Money Laundering and Countering Financing of Terrorism Act, declaring that it was a "legitimate money laundering risk" because of the lack of customer due diligence.<ref>{{Cite web|url=https://web.archive.org/web/20170929140157/http://www.ipredict.co.nz/app.php?do=message|title=iPredict Message - iPredict|date=2017-09-29|access-date=2018-09-04}}</ref> | |iPredict closes after Associate Justice Minister Simon Bridges refused to grant it an exemption from the Anti-Money Laundering and Countering Financing of Terrorism Act, declaring that it was a "legitimate money laundering risk" because of the lack of customer due diligence.<ref>{{Cite web|url=https://web.archive.org/web/20170929140157/http://www.ipredict.co.nz/app.php?do=message|title=iPredict Message - iPredict|date=2017-09-29|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2016 | |2016 | ||
− | | | + | |Discontinuation |
|Microsoft silently phases out Prediction Lab.<ref>{{Cite web|url=https://web.archive.org/web/*/http://prediction.microsoft.com/|title=Wayback Machine|website=web.archive.org|language=en|access-date=2018-09-04}}</ref> | |Microsoft silently phases out Prediction Lab.<ref>{{Cite web|url=https://web.archive.org/web/*/http://prediction.microsoft.com/|title=Wayback Machine|website=web.archive.org|language=en|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2017 | |2017 | ||
− | | | + | |Launch |
|Founding and {{W|initial coin offering}} of STOX, an Ethereum-based prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20170802121404/https://www.newsbtc.com/2017/08/02/stox-prediction-platforms-ico-begins-now/|title=STOX – The Prediction Platform’s ICO Begins Now! - NEWSBTC|date=2017-08-02|access-date=2018-09-04}}</ref> | |Founding and {{W|initial coin offering}} of STOX, an Ethereum-based prediction market.<ref>{{Cite web|url=https://web.archive.org/web/20170802121404/https://www.newsbtc.com/2017/08/02/stox-prediction-platforms-ico-begins-now/|title=STOX – The Prediction Platform’s ICO Begins Now! - NEWSBTC|date=2017-08-02|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2017 | |2017 | ||
− | | | + | |Launch |
|The {{W|Winton Group}} (British investment management firm) starts climatepredictionmarket.com, a prediction market for climate prediction.<ref>{{Cite web|url=https://web.archive.org/web/20180130145737/http://www.pionline.com/article/20171030/PRINT/171039996/winton-provides-market-for-those-who-want-to-wager-on-the-weather|title=Winton provides market for those who want to wager on the weather - Pensions & Investments|date=2018-01-30|access-date=2018-09-04}}</ref> | |The {{W|Winton Group}} (British investment management firm) starts climatepredictionmarket.com, a prediction market for climate prediction.<ref>{{Cite web|url=https://web.archive.org/web/20180130145737/http://www.pionline.com/article/20171030/PRINT/171039996/winton-provides-market-for-those-who-want-to-wager-on-the-weather|title=Winton provides market for those who want to wager on the weather - Pensions & Investments|date=2018-01-30|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2018 | |2018 | ||
− | | | + | |Legal |
|The Federal Court in District of Columbia orders Intrade and TEN to pay $3 million Civil Monetary Penalty for illegally trading binary options and violating a 2005 CFTC Cease and Desist Order.<ref>{{Cite web|url=https://web.archive.org/web/20180801212926/https://www.cftc.gov/PressRoom/PressReleases/7758-18|title=Federal Court in District of Columbia Orders “Prediction Market” Companies to Pay $3 Million Civil Monetary Penalty for Illegally Trading Binary Options and Violating a 2005 CFTC Cease and Desist Order {{!}} U.S. COMMODITY FUTURES TRADING COMMISSION|date=2018-08-01|access-date=2018-09-04}}</ref> | |The Federal Court in District of Columbia orders Intrade and TEN to pay $3 million Civil Monetary Penalty for illegally trading binary options and violating a 2005 CFTC Cease and Desist Order.<ref>{{Cite web|url=https://web.archive.org/web/20180801212926/https://www.cftc.gov/PressRoom/PressReleases/7758-18|title=Federal Court in District of Columbia Orders “Prediction Market” Companies to Pay $3 Million Civil Monetary Penalty for Illegally Trading Binary Options and Violating a 2005 CFTC Cease and Desist Order {{!}} U.S. COMMODITY FUTURES TRADING COMMISSION|date=2018-08-01|access-date=2018-09-04}}</ref> | ||
|- | |- | ||
|2018 | |2018 | ||
− | | | + | |Launch |
− | |Official launch of Augur, a decentralized prediction market based on Ethereum.<ref>{{Cite web|url=https://web.archive.org/web/20180710084918/https://medium.com/@AugurProject/augur-launches-794fa7f88c6a|title=Augur Launches – Augur – Medium|date=2018-07-10|access-date=2018-09-04}}</ref> | + | |Official launch of [[wikipedia:Augur (software)|Augur]], a decentralized prediction market based on Ethereum.<ref>{{Cite web|url=https://web.archive.org/web/20180710084918/https://medium.com/@AugurProject/augur-launches-794fa7f88c6a|title=Augur Launches – Augur – Medium|date=2018-07-10|access-date=2018-09-04}}</ref> |
|- | |- | ||
|2018 | |2018 | ||
− | | | + | |Launch |
|Launch of Frame Project, a real-money prediction market for popular culture events and news.<ref>{{Cite news|url=https://web.archive.org/web/20180831180707/https://www.tgdaily.com/games-and-entertainment/the-fame-project-is-letting-people-bet-on-the-future#bypass-sw|title=The Fame Project is Letting People Bet on the Future|work=TGDaily|access-date=2018-09-04|language=en}}</ref> | |Launch of Frame Project, a real-money prediction market for popular culture events and news.<ref>{{Cite news|url=https://web.archive.org/web/20180831180707/https://www.tgdaily.com/games-and-entertainment/the-fame-project-is-letting-people-bet-on-the-future#bypass-sw|title=The Fame Project is Letting People Bet on the Future|work=TGDaily|access-date=2018-09-04|language=en}}</ref> | ||
+ | |- | ||
+ | |2019 | ||
+ | |Publication | ||
+ | |The book ''Foundations of Prediction Markets: Modeling, Simulation, and Empirical Evidence'' is planned to be published in April 2019.<ref>{{Cite book|url=https://www.amazon.ca/Foundations-Prediction-Markets-Simulation-Empirical/dp/4431552294/ref=sr_1_1?s=books&ie=UTF8&qid=1538330987&sr=1-1&keywords=9784431552291|title=Foundations of Prediction Markets: Modeling, Simulation, and Empirical Evidence|last=Chen|first=Shu-Heng|last2=Tung|first2=Chen-Yuan|last3=Yeh|first3=Jason|last4=Chie|first4=Bin-Tzong|last5=Tai|first5=Chung-Ching|last6=Lin|first6=Hung-Wen|date=2019-04-13|publisher=Springer|isbn=9784431552291|edition=1st ed. 2019 edition|location=Place of publication not identified|language=English}}</ref> | ||
|} | |} | ||
+ | |||
+ | == Visual data == | ||
+ | |||
+ | [[File:Figure_1_of_Rhode,_Paul;_Strumpf,_Koleman_(2013).png|600px]]<ref name=":0" /> | ||
+ | |||
+ | [[File:Figure_8_of_Tziralis,_Georgios;_Tatsiopoulos,_Ilias_(2007).png|600px]]<ref name=":1">{{Cite journal|last=Horn|first=Christian Franz|last2=Ivens|first2=Bjoern Sven|last3=Ohneberg|first3=Michael|last4=Brem|first4=Alexander|date=2014-09-23|title=Prediction Markets – A literature review 2014|url=http://www.ubplj.org/index.php/jpm/article/view/889|journal=The Journal of Prediction Markets|language=en|volume=8|issue=2|pages=89–126|doi=10.5750/jpm.v8i2.889}}</ref> | ||
+ | |||
+ | === Google Scholar === | ||
+ | |||
+ | The following table summarizes per-year mentions on Google Scholar as of October 20, 2021. | ||
+ | |||
+ | {| class="sortable wikitable" | ||
+ | ! Year | ||
+ | ! "prediction market" | ||
+ | |- | ||
+ | | 1970 || 3 | ||
+ | |- | ||
+ | | 1975 || 1 | ||
+ | |- | ||
+ | | 1980 || 4 | ||
+ | |- | ||
+ | | 1985 || 2 | ||
+ | |- | ||
+ | | 1990 || 4 | ||
+ | |- | ||
+ | | 1995 || 9 | ||
+ | |- | ||
+ | | 2000 || 13 | ||
+ | |- | ||
+ | | 2005 || 55 | ||
+ | |- | ||
+ | | 2010 || 331 | ||
+ | |- | ||
+ | | 2015 || 344 | ||
+ | |- | ||
+ | | 2020 || 461 | ||
+ | |- | ||
+ | |} | ||
+ | |||
+ | [[File:Prediction markets gscho.png|thumb|center|700px]] | ||
+ | |||
+ | === Google Trends === | ||
+ | |||
+ | The chart below shows {{w|Google Trends}} data for Prediction Market (Topic), from January 2004 to April 2021, when the screenshot was taken. Interest is also ranked by country and displayed on world map.<ref>{{cite web |title=Prediction Market |url=https://trends.google.com/trends/explore?date=all&q=%2Fm%2F01r0yp |website=Google Trends |access-date=21 April 2021}}</ref> | ||
+ | |||
+ | [[File:Prediction market topic gt.png|thumb|center|600px]] | ||
+ | |||
+ | === Google Ngram Viewer === | ||
+ | |||
+ | The chart below shows {{w|Google Ngram Viewer}} data for Prediction Market, from 1990 to 2019.<ref>{{cite web |title=Prediction Market |url=https://books.google.com/ngrams/graph?content=Prediction+market&year_start=1990&year_end=2019&case_insensitive=on&corpus=26&smoothing=3&direct_url=t4%3B%2CPrediction%20market%3B%2Cc0%3B%2Cs0%3B%3Bprediction%20market%3B%2Cc0%3B%3BPrediction%20Market%3B%2Cc0%3B%3BPrediction%20market%3B%2Cc0#t4%3B%2CPrediction%20market%3B%2Cc0%3B%2Cs0%3B%3Bprediction%20market%3B%2Cc1%3B%3BPrediction%20Market%3B%2Cc0%3B%3BPrediction%20market%3B%2Cc0 |website=books.google.com |access-date=13 April 2021 |language=en}}</ref> | ||
+ | |||
+ | [[File:Prediction market ngram.png|thumb|center|700px]] | ||
+ | |||
+ | === Wikipedia Views === | ||
+ | |||
+ | The chart below shows pageviews of the English Wikipedia article {{w|Prediction Market}}, on desktop from December 2007, and on mobile-web, desktop-spider, mobile-web-spider and mobile app, from July 2015; to March 2021. A data gap observed from October 2014 to June 2015 is the result of Wikipedia Views failure to retrieve data.<ref>{{cite web |title=Prediction Market |url=https://wikipediaviews.org/displayviewsformultiplemonths.php?page=Prediction+market&allmonths=allmonths&language=en&drilldown=all |website=wikipediaviews.org |access-date=13 April 2021}}</ref> | ||
+ | |||
+ | [[File:Prediction market wv.png|thumb|center|450px]] | ||
== Meta information on the timeline == | == Meta information on the timeline == | ||
− | + | The initial version of the timeline was written by [[User:Orpheus Lummis|Orpheus Lummis]]. | |
− | The initial version of the timeline was written by [[User:Orpheus Lummis| | ||
{{funding info}} is available. | {{funding info}} is available. | ||
Line 235: | Line 356: | ||
Feedback for the timeline can be provided at the following places: | Feedback for the timeline can be provided at the following places: | ||
− | * | + | * [https://www.reddit.com/r/TimelinesWiki/comments/9m6s0n/timeline_of_prediction_markets/ reddit] |
− | * | + | * [https://www.facebook.com/groups/TimelinesWiki/permalink/2164760973764256/ Facebook] |
− | * by emailing [mailto:o@orpheuslummis. | + | * by emailing [mailto:o@orpheuslummis.info o@orpheuslummis.info] |
=== Timeline update strategy === | === Timeline update strategy === |
Latest revision as of 19:55, 8 April 2024
This is a timeline of prediction markets.
Prediction markets are a forecasting mechanism able to handle efficiently the dynamic aggregation of dispersed information among various agents. They can be thought of as betting markets structured to elicit and aggregate beliefs of future events.
Prediction markets are also sometimes known under the names: information markets, electronic markets, decision markets, virtual markets, election stock markets, idea futures, artificial markets, political stock markets, game market.
Contents
Big picture
Time period | Development summary |
---|---|
Up to the 16th century | The first written records of political betting date from 1503 (wagering on papal election).[1] |
16th & 17th century | In Italian city-states, betting is prevalent regarding the choice of government officials and on papal selection.[2][3] |
18th to early 20th century | There are various instances of political betting on the timing and winning party of Parliamentary elections in Britain, on the outcomes of local and national elections in Canada, and on Presidential and Congressional winners in the United States.[4] |
Full timeline
Year | Event type | Event |
---|---|---|
1945 | Publication | The economist Friedrich Hayek publishes the essay "The Use of Knowledge in Society" arguing that information is decentralized within an economy and how that contributes to efficiency. The essay initiates a wider interest for information in economics.[5] (In 2011, "The Use of Knowledge in Society" was selected as one of the top 20 articles published in the American Economic Review during its first 100 years.[6]) |
1961 | Legal | The Federal Wire Act becomes effective in the US, outlawing using wired communication for betting or wagering, to prevent interstate gambling.[7] |
1975 | Fiction | John Brunner publishes The Shockwave Rider, a science fiction story involving a prediction market named the Delphi pool.[8] |
1988 | Launch | Iowa Political Stock Market, a non-profit prediction market platform for educational and research purposes, launches during the US presidential election.[9] |
1990 | Corporate | At Project Xanadu, the first hypertext project, Robin Hanson uses the first known corporate prediction market.[10] |
1999 | Performance | Hollywood Stock Exchange's NominOptions predicts 32 out of 38 Oscar Nominations for the 80th Annual Academy Awards.[11] |
2000 | Launch | Ron Bernstein and Sean McNamara start Intrade.com, a prediction market service operating from the Republic of Ireland.[12] |
2000 | Launch | NewsFutures, a play-money prediction market, is found by Émile Servan-Schreiber and Maurice Balick.[13] |
2001 | Research | DARPA launches a call for proposal for the development of decision markets, later known as FutureMAP.[14] |
2001 | Launch | Long Bets Foundation is found as a 501(c)(3) public education nonprofit foundation by The Long Now Foundation.[15] |
2002 | Performance | Chen and Plott (2002) ran eight prediction markets within Hewlett-Packard to forecast important variables like quarterly printer sales. These results showed that the markets were more accurate than the company’s official forecasts.[16] |
2002 | Corporate | Yahoo starts experimenting with prediction markets internally.[17] |
2003 | Discontinuation | Two US senators call for the immediate end of FutureMAP.[18] DARPA's FutureMAP program terminates the next day.[19] |
2004 | Publication | James Surowiecki publishes the book "The Wisdom of Crowds", championing the idea of prediction markets.[20] |
2004 | Launch | HedgeStreet is found with the approval of the Commodity Futures Trading Commission (CFTC).[21] |
2005 | Research | An article in Nature states how Eli Lilly and Company used prediction markets to help predict which development drugs might have the best chance of advancing through clinical trials, by using internal markets to forecast outcomes of drug research and development efforts.[22] |
2005 | Corporate | Google announces that it has been using prediction markets internally.[23] |
2006 | Launch | XFuture, a Chinese-language prediction market exchange, is launched collaboratively by the Center for Prediction Markets at Taiwan’s National Chengchi University and xPredict Ltd.[24] |
2006 | Legal | The Unlawful Internet Gambling Enforcement Act comes into effect in the US, prohibiting "gambling businesses from knowingly accepting payments in connection with the participation of another person in a bet or wager that involves the use of the Internet and that is unlawful under any federal or state law."[25] |
2006 | Corporate | Inkling, a company offering prediction markets tools for businesses, is found.[26] |
2006 | Corporate | The Ford Motor Company starts using a prediction market internally.[27] |
2007 | Publication | First issue of the Journal of Prediction Markets, with Leighton Vaughan Williams of the Nottingham Business School as editor.[28] |
2007 | Corporate | Multiple companies form the Prediction Market Industry Association, with the goals of promoting awareness, education, and validation for prediction markets.[29] |
2008 | Publication | A New York Times article discusses the use of prediction markets at InterContinental Hotels, Best Buy, Cisco Systems, GE Healthcare, General Mills, ArcelorMittal, Swisscom, and others. [30] |
2008 | Launch | iPredict launches with the approval of the Securities Commission of New Zealand.[31] |
2008 | Launch | Smarkets, a person-to-person betting exchange platform, launches.[32] |
2008 | Legal | The CFTC solicits comments on the appropriate regulatory treatment of financial agreements offered by markets commonly referred to as event, prediction, or information markets.[33] |
2008 | Publication | A joint statement by 22 lead economists and scientists is published in Science on the promise of prediction markets, demanding that the CFTC should "establish safe-harbor rules for selected small-stakes markets" and that "Congress should support the CFTC’s efforts to develop prediction markets".[34] |
2009 | Fiction | Eliezer Yudkowsky publishes the science fiction story Three Worlds Collide featuring a civilization using prediction markets.[35] |
2010 | Corporate | NewsFutures becomes Lumenogic, a company offering collective intelligence services to firms.[36] |
2010 | Research | IARPA's Aggregative Contingent Estimation (ACE) program launches, seeking innovation in allocation of probabilistic jugments, conditional probabilities for contingent events, mathematical aggregation of judgments by many individuals, representation of aggregated probabilistic forecasts and their distributions.[37] |
2011 | Launch | DAGGRE launches as part of IARPA's ACE program.[38] |
2011 | Legal | The US Department of Justice releases a formal legal opinion on the scope of the Wire Act of 1961 concluding, "interstate transmissions of wire communications that do not relate to a 'sporting event or contest' fall outside the reach of the Wire Act."[39] |
2012 | Research | A systematic review of 155 articles on prediction markets published between 1990 and 2006 predicting that research on prediction on prediction markets will significantly increase, that there is a need to standardize the terminogy of the field, and that a dissemiination of prediction markets mechanism could lead to an expansion of relevant research and applications.[40] |
2012 | Legal | CFTC charges Intrade and TEN with violating the CFTC’s Off-Exchange Options Trading Ban and filing false forms.[41] |
2012 | Launch | David Pennock, Principal Research Scientist at Yahoo! Research in New York City, announces PredictWiseQ, an implementation of combinatorial prediction market design.[42] |
2013 | Research | A meta-analysis indicates that "Various studies highlight that prediction markets are a reliable forecasting tool, which can be easily applied in larger settings and are applicable for short-run and long-run predictions", that "prediction markets possess certain advantages like immediate feedback, transparency over all alternatives and the generation of fun during consensus building through game mechanics" over incentivizing experts directly, but that research is still at the beginning.[43] |
2013 | Legal | CFTC charges “Prediction Market” Banc de Binary Ltd, an Israeli firm, with violating the CFTC’s off-exchange options trading Ban and operating as an unregistered Futures Commission Merchant.[44] |
2013 | Publication | A blog post discusses using prediction markets to fund public goods.[45] |
2013 | Launch | CrowdMed, a company aiming to identify illnesses that have gone without a diagnosis using prediction markets, is part of the Y Combinator winter 2013 class and launches its public beta at TEDMED 2013 in Washington, D.C.[46] |
2013 | Launch | First commit on TruthCoin (later called Hivemind), a Bitcoin-based decentralized prediction market.[47] |
2013 | Performance | The Good Judgment Project wins IARPA's ACE program.[48] |
2013 | Performance | (Snowberg, Wolfers, Zitzewitz 2013) show that the track record of prediction markets out-perform both professional forecasters and polls in a variety of statistical tests.[49] |
2014 | Publication | An article by Paul Sztorc of Truthcoin discusses applications of prediction markets outside of prediction, such as lie detection, whistleblowing, stabilizing crypto-assets, policy advice, etc.[50] |
2014 | Research | A systematic review of 316 articles on prediction markets from 2007 to 2013 concluding that "the fundamentals of the concept have been sufficiently investigated in the academic research and thus the overall forecasting performance of Prediction Markets is currently at the center of interest."[51] |
2014 | Legal | CFTC provides No-Action Relief for Victoria University of Wellington, New Zealand, to operate a not-for-profit market for event contracts and to offer event contracts to US persons.[52] |
2014 | Launch | Microsoft launches Prediction Lab, a product blending non-representative polling and prediction games.[53] |
2014 | Discontinuation | DAGGRE stops. Robin Hanson announces SciCast, a combinatorial prediction markets for aggregating expertise, as part of IARPA's ForeST program.[54] |
2014 | Launch | Launch of Fairlay, a Bitcoin-based prediction market.[55] |
2014 | Launch | Lumenogic (previously NewsFutures) launches Hypermind, a play-money prediction market, leveraging techniques built for the Good Judgment Project.[56] |
2015 | Research | Publication of a paper on the use of prediction markets to estimate the reproducibility of scientific research, in the Proceedings of the National Academy of Sciences.[57] |
2015 | Launch | Launch of Metaculus, a web community aiming at generating accurate predictions.[58] |
2015 | Publication | SciCast releases its final report.[59] |
2015 | Discontinuation | Suspension of SciCast after losing IARPA funding.[60] |
2015 | Launch | Jack Peterson and Joey Krug register the Forecast Foundation OU in Estonia, the parent organization of the decentralized prediction market Augur based on Ethereum.[61] |
2015 | Launch | Martin Köppelmann announces Gnosis, a decentralized prediction market based on Ethereum.[62] |
2015 | Corporate | Publication of a paper on the use of internal prediction markets at Google, Ford, and a pseudonymous materials & energy conglomerate.[63] |
2016 | Discontinuation | iPredict closes after Associate Justice Minister Simon Bridges refused to grant it an exemption from the Anti-Money Laundering and Countering Financing of Terrorism Act, declaring that it was a "legitimate money laundering risk" because of the lack of customer due diligence.[64] |
2016 | Discontinuation | Microsoft silently phases out Prediction Lab.[65] |
2017 | Launch | Founding and initial coin offering of STOX, an Ethereum-based prediction market.[66] |
2017 | Launch | The Winton Group (British investment management firm) starts climatepredictionmarket.com, a prediction market for climate prediction.[67] |
2018 | Legal | The Federal Court in District of Columbia orders Intrade and TEN to pay $3 million Civil Monetary Penalty for illegally trading binary options and violating a 2005 CFTC Cease and Desist Order.[68] |
2018 | Launch | Official launch of Augur, a decentralized prediction market based on Ethereum.[69] |
2018 | Launch | Launch of Frame Project, a real-money prediction market for popular culture events and news.[70] |
2019 | Publication | The book Foundations of Prediction Markets: Modeling, Simulation, and Empirical Evidence is planned to be published in April 2019.[71] |
Visual data
Google Scholar
The following table summarizes per-year mentions on Google Scholar as of October 20, 2021.
Year | "prediction market" |
---|---|
1970 | 3 |
1975 | 1 |
1980 | 4 |
1985 | 2 |
1990 | 4 |
1995 | 9 |
2000 | 13 |
2005 | 55 |
2010 | 331 |
2015 | 344 |
2020 | 461 |
Google Trends
The chart below shows Google Trends data for Prediction Market (Topic), from January 2004 to April 2021, when the screenshot was taken. Interest is also ranked by country and displayed on world map.[72]
Google Ngram Viewer
The chart below shows Google Ngram Viewer data for Prediction Market, from 1990 to 2019.[73]
Wikipedia Views
The chart below shows pageviews of the English Wikipedia article Prediction Market, on desktop from December 2007, and on mobile-web, desktop-spider, mobile-web-spider and mobile app, from July 2015; to March 2021. A data gap observed from October 2014 to June 2015 is the result of Wikipedia Views failure to retrieve data.[74]
Meta information on the timeline
The initial version of the timeline was written by Orpheus Lummis.
Funding information for this timeline is available.
Feedback and comments
Feedback for the timeline can be provided at the following places:
- by emailing o@orpheuslummis.info
Timeline update strategy
Review yearly the advances of the field and historical material that is uncovered.
See also
References
- ↑ Baumgartner, Frederic J. (2003), "The Creation of the Conclave", Behind Locked Doors, Palgrave Macmillan US, pp. 39–58, ISBN 9781403969620, retrieved 2018-09-04
- ↑ 2.0 2.1 Rhode, Paul; Strumpf, Koleman (2013-11-12). "The Long History of Political Betting Markets: An International Perspective". doi:10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029.
- ↑ Walker, J. (1999-02-01). "GAMBLING AND VENETIAN NOBLEMEN c. 1500-1700". Past & Present. 162 (1): 28–69. ISSN 0031-2746. doi:10.1093/past/162.1.28.
- ↑ Rhode, Paul; Strumpf, Koleman (2013-11-12). "The Long History of Political Betting Markets: An International Perspective". doi:10.1093/oxfordhb/9780199797912.001.0001/oxfordhb-9780199797912-e-029.
- ↑ Hayek, Friedrich, "The use of knowledge in society", The economic nature of the firm, Cambridge University Press, pp. 63–68, ISBN 9780511817410, retrieved 2018-09-30
- ↑ Arrow, Kenneth J; Bernheim, B. Douglas; Feldstein, Martin S; McFadden, Daniel L; Poterba, James M; Solow, Robert M (February 2011). "100 Years of theAmerican Economic Review: The Top 20 Articles". American Economic Review. 101 (1): 1–8. ISSN 0002-8282. doi:10.1257/aer.101.1.1.
- ↑ "Text of the 1961 Federal Wire Act" (PDF).
- ↑ Brunner, John (1975). The shockwave rider (Book club ed. ed.). New York: Harper & Row.
- ↑ "Wall Street Journal reprint of "Iowa Market Takes Stock of Presidential Candidates"". Archived from the original on 2012-11-30.
- ↑ "Robin Hanson's Bio". 2015-02-19. Retrieved 2018-09-04.
- ↑ "Wayback Machine" (PDF). 2018-08-26. Retrieved 2018-09-04.
- ↑ "Sport in the City". 2013-06-01. Retrieved 2018-09-04.
- ↑ "NewsFutures.com : La Bourse de l'Info". 2000-12-16. Retrieved 2018-09-04.
- ↑ "POINTS OF CONTACT". 2002-01-11. Retrieved 2018-09-04.
- ↑ "Wayback Machine". 2002-10-01. Retrieved 2018-09-04.
- ↑ Chen, Kay-Yut; Plott, Charles R. (2008), "Chapter 40 Markets and Information Aggregation Mechanisms", Handbook of Experimental Economics Results, Elsevier, pp. 344–352, ISBN 9780444826428, retrieved 2018-09-23
- ↑ "Wayback Machine" (PDF). 2018-06-22. Retrieved 2018-09-04.
- ↑ "Senator Ron Wyden". 2003-08-11. Retrieved 2018-09-04.
- ↑ "Wayback Machine" (PDF). 2003-08-11. Retrieved 2018-09-04.
- ↑ Surowiecki, James (2004-06-03). The Wisdom of Crowds. Little, Brown. ISBN 9780316861731.
- ↑ "Wayback Machine" (PDF). 2018-08-26. Retrieved 2018-09-04.
- ↑ "Wisdom of the crowd". Nature. 438 (7066): 281–281. 2005-11-17. ISSN 0028-0836. doi:10.1038/438281a.
- ↑ "Official Google Blog: Putting crowd wisdom to work". 2005-10-01. Retrieved 2018-09-04.
- ↑ "The Exchange of Future Events". 政治大學預測市場研究中心 (in 中文). 2010-05-07. Retrieved 2018-09-23.
- ↑ "Wayback Machine" (PDF). 2010-06-01. Retrieved 2018-09-04.
- ↑ "Inkling | Crunchbase". Crunchbase. Retrieved 2018-09-04.
- ↑ Montgomery, Thomas A.; Stieg, Paul M.; Cavaretta, Michael J.; Moraal, Paul E. (2013-08-11). "Experience from hosting a corporate prediction market: benefits beyond the forecasts". ACM: 1384–1392. ISBN 9781450321747. doi:10.1145/2487575.2488212.
- ↑ "Vol 1, No 1 (2007)". 2013-03-08. Retrieved 2018-09-04.
- ↑ "PMIA – Come to Know". 2017-04-29. Retrieved 2018-09-04.
- ↑ Lohr, Steve. "Betting to Improve the Odds". Retrieved 2018-09-23.
- ↑ "Futures Contracts (iPredict Limited) Declaration and Exemption Notice 2008 (SR 2008/285) – New Zealand Legislation". 2011-04-07. Retrieved 2018-09-04.
- ↑ "About « Smarkets Blog". 2008-04-02. Retrieved 2018-09-04.
- ↑ "Concept Release on the Appropriate Regulatory Treatment of Event Contracts". Federal Register. 2008-05-07. Retrieved 2018-09-04.
- ↑ Arrow, K. J.; Forsythe, R.; Gorham, M.; Hahn, R.; Hanson, R.; Ledyard, J. O.; Levmore, S.; Litan, R.; Milgrom, P. (2008-05-16). "ECONOMICS: The Promise of Prediction Markets". Science. 320 (5878): 877–878. ISSN 0036-8075. doi:10.1126/science.1157679.
- ↑ Yudkowsky, Eliezer (2009). "Three Worlds Collide". LessWrong.
- ↑ "Lumenogic: Collective Intelligence Solutions for Senior Leadership". 2010-07-03. Retrieved 2018-09-04.
- ↑ "Aggregative Contingent Estimation (ACE) Program Broad Agency Announcement (BAA) - Federal Business Opportunities: Opportunities". 2012-09-16. Retrieved 2018-09-04.
- ↑ "DAGGRE". 2012-01-27. Retrieved 2018-09-04.
- ↑ "Wayback Machine" (PDF). 2014-08-15. Retrieved 2018-09-04.
- ↑ Tziralis, Georgios; Tatsiopoulos, Ilias (2007). "Prediction markets: an information aggregation perspective to the forecasting problem". World Review of Entrepreneurship, Management and Sustainable Development. 3 (3/4): 251. ISSN 1746-0573. doi:10.1504/wremsd.2007.014044.
- ↑ "CFTC Charges Ireland-based "Prediction Market" Proprietors Intrade and TEN with Violating the CFTC's Off-Exchange Options Trading Ban and Filing False Forms with the CFTC". 2012-12-02. Retrieved 2018-09-04.
- ↑ "Raise your WiseQ to the 57th power » Oddhead Blog". 2012-10-20. Retrieved 2018-09-04.
- ↑ "Accessing Knowledge with a Game -- A Meta-analysis of Prediction Markets - IEEE Conference Publication". ieeexplore.ieee.org. Retrieved 2018-09-30.
- ↑ "CFTC Charges "Prediction Market" Proprietor Banc de Binary with Violating the CFTC's Off-Exchange Options Trading Ban and Operating as an Unregistered Futures Commission Merchant | U.S. COMMODITY FUTURES TRADING COMMISSION". www.cftc.gov. Retrieved 2018-09-23.
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- ↑ 51.0 51.1 Horn, Christian Franz; Ivens, Bjoern Sven; Ohneberg, Michael; Brem, Alexander (2014-09-23). "Prediction Markets – A literature review 2014". The Journal of Prediction Markets. 8 (2): 89–126. doi:10.5750/jpm.v8i2.889.
- ↑ "CFTC Staff Provides No-Action Relief for Victoria University of Wellington, New Zealand, to Operate a Not-For-Profit Market for Event Contracts and to Offer Event Contracts to U.S. Persons". 2014-11-03. Retrieved 2018-09-04.
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- ↑ Dreber, Anna; Pfeiffer, Thomas; Almenberg, Johan; Isaksson, Siri; Wilson, Brad; Chen, Yiling; Nosek, Brian A.; Johannesson, Magnus (2015-12-15). "Using prediction markets to estimate the reproducibility of scientific research". Proceedings of the National Academy of Sciences. 112 (50): 15343–15347. ISSN 0027-8424. PMC 4687569. PMID 26553988. doi:10.1073/pnas.1516179112.
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- ↑ Cowgill, Bo; Zitzewitz, Eric (2015-04-02). "Corporate Prediction Markets: Evidence from Google, Ford, and Firm X". The Review of Economic Studies. 82 (4): 1309–1341. ISSN 0034-6527. doi:10.1093/restud/rdv014.
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- ↑ "Federal Court in District of Columbia Orders "Prediction Market" Companies to Pay $3 Million Civil Monetary Penalty for Illegally Trading Binary Options and Violating a 2005 CFTC Cease and Desist Order | U.S. COMMODITY FUTURES TRADING COMMISSION". 2018-08-01. Retrieved 2018-09-04.
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- ↑ Chen, Shu-Heng; Tung, Chen-Yuan; Yeh, Jason; Chie, Bin-Tzong; Tai, Chung-Ching; Lin, Hung-Wen (2019-04-13). Foundations of Prediction Markets: Modeling, Simulation, and Empirical Evidence (1st ed. 2019 edition ed.). Place of publication not identified: Springer. ISBN 9784431552291.
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