Tobias Preis

Data Science Lab, Behavioural Science, Warwick Business School

Professor of Behavioural Science and Finance

University of Warwick

Coventry, CV4 7AL

United Kingdom

http://www.tobiaspreis.com

The Alan Turing Institute

Turing Fellow

British Library, 96 Euston Road

London, NW12DB

United Kingdom

http://https://www.turing.ac.uk/people/researchers/tobias-preis

  • Data Science Lab, Behavioural Science, Warwick Business School

  • The Alan Turing Institute

SCHOLARLY PAPERS

22

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Top 5,462

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23

CROSSREF CITATIONS

193

Scholarly Papers (22)

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1.

Quantifying Trading Behavior in Financial Markets Using Google Trends

Scientific Reports, Vol. 3, pp. 1684; DOI:10.1038/srep01684 (2013)
Number of pages: 6 Posted: 04 May 2013
Tobias Preis, Helen Susannah Moat and H. Eugene Stanley
Data Science Lab, Behavioural Science, Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Boston University - Center for Polymer Studies
Downloads 2,053 (7,720)
Citation 7

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Big Data, Financial Markets, Predictive Analytics, Search Volume, Data Mining, Google, Computational Social Science, Digital Traces, Dow Jones Industrial Average

2.

Quantifying Wikipedia Usage Patterns Before Stock Market Moves

Scientific Reports, Vol. 3, pp. 1801; DOI:10.1038/srep01801 (2013)
Number of pages: 5 Posted: 13 May 2013
Helen Susannah Moat, Chester Curme, Adam Avakian, Dror Y. Kenett, H. Eugene Stanley and Tobias Preis
Data Science Lab, Behavioural Science, Warwick Business School, Boston University, Boston University, Financial Industry Regulatory Authority (FINRA), Boston University - Center for Polymer Studies and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 507 (59,553)
Citation 1

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Big Data, Financial Markets, Predictive Analytics, Search Volume, Data Mining, Wikipedia, Computational Social Science, Digital Traces, Dow Jones Industrial Average

3.

Quantifying the Behavior of Stock Correlations Under Market Stress

Scientific Reports, Vol. 2, 2012, DOI:10.1038/srep00752
Number of pages: 5 Posted: 02 Nov 2012
Tobias Preis, Dror Y. Kenett, H. Eugene Stanley, Dirk Helbing and Eshel Ben-Jacob
Data Science Lab, Behavioural Science, Warwick Business School, Financial Industry Regulatory Authority (FINRA), Boston University - Center for Polymer Studies, ETH Zürich - Department of Humanities, Social and Political Sciences (GESS) and Tel Aviv University (Deceased)
Downloads 450 (69,026)
Citation 4

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Financial Markets, Correlation Breakdown, Portfolio Theory, Stock Market, Dow Jones Industrial Average, State-Dependent Correlations, Diversification, Stock Market Crash

4.

Quantifying the Diversity of News Around Stock Market Moves

Chester Curme, Ying Daisy Zhuo, Helen Susannah Moat and Tobias Preis, Quantifying the diversity of news around stock market moves, Journal of Network Theory in Finance 3(1), 1–20 (2017).
Number of pages: 20 Posted: 23 Mar 2017
Chester Curme, Ying Zhuo, Helen Susannah Moat and Tobias Preis
Boston University, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 364 (88,611)

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complexity science; computational social science; latent Dirichlet allocation (LDA); financial news; financial markets

5.

Quantifying the Relationship between Financial News and the Stock Market

Sci. Rep. 3, 3578 (2013)
Number of pages: 6 Posted: 07 Jan 2014
Merve Alanyali, Helen Susannah Moat and Tobias Preis
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 275 (120,542)
Citation 2

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Big Data, Financial Markets, Nowcasting, Data Mining, Financial Times, Computational Social Science, Dow Jones Industrial Average

6.

Quantifying the Advantage of Looking Forward

Scientific Reports, Vol. 2, pp. 350, 2012
Number of pages: 2 Posted: 29 Oct 2012
Tobias Preis, Helen Susannah Moat, H. Eugene Stanley and Steven Bishop
Data Science Lab, Behavioural Science, Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School, Boston University - Center for Polymer Studies and University College London
Downloads 198 (166,344)

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search volume, data mining, big data, Google, correlation, computational social science, digital traces

7.

Quantifying the Semantics of Search Behavior Before Stock Market Moves

Proceedings of the National Academy of Sciences 111, 11600-11605; DOI:10.1073/pnas.1324054111 (2014)
Number of pages: 6 Posted: 14 Aug 2014
Chester Curme, Tobias Preis, H. Eugene Stanley and Helen Susannah Moat
Boston University, Data Science Lab, Behavioural Science, Warwick Business School, Boston University - Center for Polymer Studies and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 169 (191,604)
Citation 3

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Big Data, Financial Markets, Predictive Analytics, Search Volume, Data Mining, Google, Wikipedia, Computational Social Science, Digital Traces

8.

Switching Processes in Financial Markets

Proceedings of the National Academy of Sciences 108, 7674-7678, May 2011
Number of pages: 5 Posted: 18 Dec 2012
Tobias Preis, Johannes Schneider and H. Eugene Stanley
Data Science Lab, Behavioural Science, Warwick Business School, Johannes Gutenberg University Mainz and Boston University - Center for Polymer Studies
Downloads 121 (250,670)

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Financial Markets, Stock Market, Event-Based Rescaling, Switching Points, Extreme Values, Price, Transaction Volume, Inter-Trade Time

9.

Multi-Agent–Based Order Book Model of Financial Markets

Europhysics Letters, Vol. 75, No. 3, pp. 510-516, 2006
Number of pages: 7 Posted: 25 Nov 2012
Tobias Preis, Sebastian Golke, Wolfgang Paul and Johannes Schneider
Data Science Lab, Behavioural Science, Warwick Business School, Johannes Gutenberg University Mainz, Martin Luther University of Halle-Wittenberg and Johannes Gutenberg University Mainz
Downloads 107 (273,785)

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continuous double auction, agent based model, Monte Carlo simulation, order book, stock market, complex systems

10.

Complex Dynamics of Our Economic Life on Different Scales: Insights from Search Engine Query Data

Philosophical Transactions of the Royal Society A, Vol. 368, pp. 5707–5719, 2010
Number of pages: 14 Posted: 29 Oct 2012
Tobias Preis, Daniel Reith and H. Eugene Stanley
Data Science Lab, Behavioural Science, Warwick Business School, University of Mainz and Boston University - Center for Polymer Studies
Downloads 78 (334,551)
Citation 1

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prediction, volume, forecasting, search volume, data mining, big data, Google, correlation, computational social science, digital traces

11.

Quantifying the Digital Traces of Hurricane Sandy on Flickr

Sci. Rep. 3, 3141 (2013).
Number of pages: 3 Posted: 07 Jan 2014
Tobias Preis, Helen Susannah Moat, Steven Bishop, Philip Treleaven and H. Eugene Stanley
Data Science Lab, Behavioural Science, Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School, University College London, University College London and Boston University - Center for Polymer Studies
Downloads 61 (381,914)

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Big Data, Disaster, Nowcasting, Data Mining, Flickr, Computational Social Science, Digital Traces

12.

Linking Agent-Based Models and Stochastic Models of Financial Markets

Proceedings of the National Academy of Sciences 109, 8388-8393 (2012)
Number of pages: 6 Posted: 18 Dec 2012
Ling Feng, Baowen Li, Boris Podobnik, Tobias Preis and H. Eugene Stanley
Boston University, National University of Singapore (NUS), Boston University, Data Science Lab, Behavioural Science, Warwick Business School and Boston University - Center for Polymer Studies
Downloads 53 (408,248)
Citation 3

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Complex Systems, Power Law, Scaling Laws, Agent-Based Models, Stochastic Processes

13.

Estimating Suicide Occurrence Statistics Using Google Trends

EPJ Data Science, Vol. 5(32), DOI 10.1140/epjds/s13688-016-0094-0, 2016
Number of pages: 12 Posted: 09 Feb 2017
Ladislav Kristoufek, Helen Susannah Moat and Tobias Preis
Charles University, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 45 (437,559)

Abstract:

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Nowcasting, Search Data, Google Trends, Official Statistics

14.

Quantifying Crowd Size with Mobile Phone and Twitter Data

Federico Botta, Helen Susannah Moat and Tobias Preis, Quantifying crowd size with mobile phone and Twitter data. Royal Society Open Science 2, 150162 (2015).
Number of pages: 6 Posted: 21 Jul 2015
Federico Botta, Helen Susannah Moat and Tobias Preis
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 41 (453,727)

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Data Science, Computational Social Science, Complex Systems, Twitter, Crowd, Mobile Phones

15.

Accelerated Fluctuation Analysis by Graphic Cards and Complex Pattern Formation in Financial Markets

New Journal of Physics 11, 093024 (2009)
Number of pages: 21 Posted: 11 Nov 2012
Tobias Preis, Peter Virnau, Wolfgang Paul and Johannes Schneider
Data Science Lab, Behavioural Science, Warwick Business School, Johannes Gutenberg University Mainz, Martin Luther University of Halle-Wittenberg and Johannes Gutenberg University Mainz
Downloads 36 (475,279)

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GPU Computing, Correlations, Patterns, Time Series Analysis, Financial Markets, FDAX

16.

Using Deep Learning to Quantify the Beauty of Outdoor Places

R. Soc. open sci. 4: 170170. DOI: 10.1098/rsos.170170
Number of pages: 14 Posted: 24 Jul 2017
Chanuki Seresinhe, Tobias Preis and Helen Susannah Moat
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 29 (509,449)
Citation 2

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environmental aesthetics, well-being, convolutional neural networks, deep learning, online data

17.

Adaptive Nowcasting of Influenza Outbreaks Using Google Searches

Preis T, Moat HS. 2014 Adaptive nowcasting of influenza outbreaks using Google searches. R. Soc. open sci. 1: 140095. DOI 10.1098/rsos.140095
Number of pages: 5 Posted: 03 Nov 2014
Tobias Preis and Helen Susannah Moat
Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 20 (562,740)

Abstract:

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Data Science, Computational Social Science, Complex Systems, Nowcasting, Influenza Like Illness, Flu Levels, CDC, Google Flu Trends

18.

Quantifying the Link between Art and Property Prices in Urban Neighbourhoods

R. Soc. open sci. 3: 160146. (2016) DOI/10.1098/rsos.160146
Number of pages: 7 Posted: 16 Feb 2017
Chanuki Seresinhe, Tobias Preis and Helen Susannah Moat
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 18 (575,535)

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Urban Economics, Urban Gentrification, Art, Online Data, Data Science, Computational Social Science

19.

Measuring the Size of a Crowd Using Instagram

Environment and Planning B: Urban Analytics and City Science (2019)
Number of pages: 14 Posted: 14 May 2019
Federico Botta, Helen Susannah Moat and Tobias Preis
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 10 (628,744)

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Data Science, Computational Social Science, Complex Systems

20.

Tracking Protests Using Geotagged Flickr Photographs

PLoS ONE 11(3): e0150466 (2016)
Number of pages: 8 Posted: 16 Apr 2016
Merve Alanyali, Tobias Preis and Helen Susannah Moat
University of Warwick - Warwick Business School, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 8 (642,803)

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Big data, Data science, social media, social unrest, protest, photograph, Flickr

21.

Searching Choices: Quantifying Decision-Making Processes Using Search Engine Data

H. S. Moat, C. Y. Olivola, N. Chater & T. Preis. Searching Choices: Quantifying Decision‐Making Processes Using Search Engine Data. Topics in Cognitive Science 8, 685-696 (2016).
Number of pages: 12 Posted: 09 Apr 2019
Helen Susannah Moat, Christopher Y. Olivola, Nick Chater and Tobias Preis
Data Science Lab, Behavioural Science, Warwick Business School, Tepper School of Business, Carnegie Mellon University, University of Warwick - Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 3 (679,373)

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Search Engine Data, Google, Wikipedia, Decision Making, Behavioral Science, Computational Social Science

22.

Using Aircraft Location Data to Estimate Current Economic Activity

Scientific Reports 10, 7576 (2020). https://doi.org/10.1038/s41598-020-63734-w
Number of pages: 7
Sam Miller, Helen Susannah Moat and Tobias Preis
The Alan Turing Institute, Data Science Lab, Behavioural Science, Warwick Business School and Data Science Lab, Behavioural Science, Warwick Business School
Downloads 1

Abstract:

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Aviation, ADS-B, Airlines, Airports, Aircraft, GDP, Nowcasting, Adaptive Nowcasting