Dirk Neumann

University of Freiburg

Professor

Albert-Ludwigs-Universität Freiburg, Wirtscha.inf.

Kollegiengebäude II, Platz der Alten Synagoge

Freiburg im Breisgau, 79098

Germany

  • University of Freiburg

SCHOLARLY PAPERS

17

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1,392

SSRN CITATIONS
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3

CROSSREF CITATIONS

18

Scholarly Papers (17)

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1.

Buy on Bad News, Sell on Good News: How Insider Trading Analysis Can Benefit from Textual Analysis of Corporate Disclosures

FinanceCom 2012, Barcelona, Spain
Number of pages: 27 Posted: 30 Aug 2012 Last Revised: 19 Sep 2012
Michael Hagenau, Adriana Korczak and Dirk Neumann
University of Freiburg, University of Bristol - School of Economics, Finance and Management and University of Freiburg
Downloads 379 (79,331)
Citation 2

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text mining, sentiment, textual analysis, insider trading, tone of news, corporate news

2.

What Matters Most? How Tone in Initial Public Offering Filings and Pre-IPO News Influences Stock Market Returns

Number of pages: 21 Posted: 24 Sep 2014
Stefan Feuerriegel, Jonas Schmitz and Dirk Neumann
ETH Zurich, University of Freiburg and University of Freiburg
Downloads 306 (101,006)

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initial public offering, filings, information processing, sentiment analysis, text mining

3.

Effects Behind Words: Quantifying Qualitative Information in Corporate Announcements

Financial Management Association (FMA), European Conference 2011, Porto, Portugal
Number of pages: 19 Posted: 29 Aug 2012
Michael Liebmann, Michael Hagenau, Matthias Häußler and Dirk Neumann
University of Freiburg (Germany), University of Freiburg, University of Rostock and University of Freiburg
Downloads 170 (179,880)
Citation 2

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sentiment analysis, announcement study, asset pricing, analyst forecast revisions

4.

Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment

Number of pages: 18 Posted: 08 May 2015
Stefan Feuerriegel, Georg Wolff and Dirk Neumann
ETH Zurich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 139 (212,796)

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Information processing, economics of IS, decision analysis, country-level analysis, behavioral science, econometric analyses, cognitive bias, text mining

5.

Driven by News Tone? Understanding Information Processing When Covariates are Unknown: The Case of Natural Gas Price Movements

Number of pages: 11 Posted: 29 Jun 2015
Simon Alfano, Max Rapp, Nicolas Pröllochs, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, Albert-Ludwigs-Universität Freiburg, University of Freiburg - Information Systems Research, ETH Zurich and University of Freiburg
Downloads 130 (224,412)

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Information processing, human information processing, natural language processing, behavioral science, text mining, IS research

6.

The Tone of Financial News and the Perceptions of Stock and CDS Traders

Number of pages: 44 Posted: 09 Apr 2014 Last Revised: 04 Jul 2018
Michael Liebmann, Alexei G. Orlov and Dirk Neumann
University of Freiburg (Germany), Securities and Exchange Commission and University of Freiburg
Downloads 112 (250,640)
Citation 1

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News content analysis, sentiment analysis, financial news, investor perception, the Great Recession, news anticipation, post-announcement drift, semi-strong market efficiency

7.

News Sentiment and Overshooting of Exchange Rates

Feuerriegel, Stefan, Georg Wolff, and Dirk Neumann. "News Sentiment and Overshooting of Exchange Rates." Applied Economics 48.44 (2016): 4238-4250.
Number of pages: 33 Posted: 07 Aug 2018
Stefan Feuerriegel, Georg Wolff and Dirk Neumann
ETH Zurich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 31 (473,148)

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exchange rate, overshooting model, news sentiment, multivariate analysis

8.

Is More Information Better than Less? Understanding the Impact of Demand Response Mechanisms in Energy Markets

Number of pages: 12 Posted: 06 Aug 2018
Stefan Feuerriegel, Philipp Bodenbenner and Dirk Neumann
ETH Zurich, University of Freiburg and University of Freiburg
Downloads 27 (493,531)
Citation 2

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Green IT/IS, Business Value of IS/Value of IS, Demand-Side, Information Systems, Decision Making/Makers

9.

Understanding Negations in Information Processing: Learning from Replicating Human Behavior

Number of pages: 39 Posted: 19 Apr 2017
Nicolas Pröllochs, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, ETH Zurich and University of Freiburg
Downloads 26 (499,019)
Citation 2

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unstructured data, information processing, decision-making, natural language processing, reinforcement learning, negations

10.

Putting Big Data Analytics to Work: Feature Selection for Forecasting Electricity Prices Using the Lasso and Random Forests

Journal of Decision Systems, Vol 24, 2015
Number of pages: 27 Posted: 05 Aug 2018
Nicole Ludwig, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, ETH Zurich and University of Freiburg
Downloads 25 (504,505)

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Predictive Analytics\Sep Decision Support; Exogenous Predictors; Feature Selection; Electricity Prices; Weather Data

11.

Contract Durations in the Electricity Market: Causal Impact of 15 Min Trading on the EPEX SPOT Market

Energy Economics, 2017
Number of pages: 39 Posted: 05 Aug 2018
Joscha Märkle-Huß, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, ETH Zurich and University of Freiburg
Downloads 20 (533,590)
Citation 1

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Electricity Market; 15-Min Trading: Market Design; Contract Duration; Bayesian Structural Time Series; Policy Implications

12.

Measuring the Financial Impact of Demand Response for Electricity Retailers

Number of pages: 40 Posted: 07 Aug 2018
Stefan Feuerriegel and Dirk Neumann
ETH Zurich and University of Freiburg
Downloads 8 (608,890)

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Demand Response; Load Shifting; Economic Potential

13.

Integration Scenarios of Demand Response into Electricity Markets: Load Shifting, Financial Savings and Policy Implications

Feuerriegel, Stefan, and Dirk Neumann. "Integration Scenarios of Demand Response into Electricity Markets: Load Shifting, Financial Savings and Policy Implications." Energy Policy 96 (2016): 231-240.
Number of pages: 45 Posted: 07 Aug 2018
Stefan Feuerriegel and Dirk Neumann
ETH Zurich and University of Freiburg
Downloads 7 (615,392)

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Demand Response, Load shifting, Economic potential, Policy implications, Optimization

14.

Value and Granularity of ICT and Smart Meter Data in Demand Response Systems

Energy Economics, Vol. 54, 2016
Number of pages: 38 Posted: 05 Aug 2018
Stefan Feuerriegel, Philipp Bodenbenner and Dirk Neumann
ETH Zurich, University of Freiburg and University of Freiburg
Downloads 6 (622,004)

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Demand Response\Sep Load Shifting; Smart Meters; Electricity Markets; Information Granularity; Business Models

15.

Cost Minimization of Large-Scale Infrastructure for Electricity Generation and Transmission

Number of pages: 37 Posted: 10 Jun 2019
Joscha Märkle-Huß, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, ETH Zurich and University of Freiburg
Downloads 3 (643,490)

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Energy; Electricity generation and transmission planning; Neighborhood heuristics; Metaheuristics; Variable neighborhood search; Real-world application

16.

Crossing the Next Frontier: The Role of ICT in Driving the Financialization of Credit

Journal of Information Technology, Vol. 32, Issue 3, 2017
Number of pages: 16 Posted: 23 May 2018
Daniel Drummer, Stefan Feuerriegel and Dirk Neumann
Harvard University, ETH Zurich and University of Freiburg
Downloads 3 (643,490)
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financialization, information technology, marketplace lending, peer-to-peer lending, credit, intermediation

17.

Fiscal Union in Europe? Redistributive and Stabilizing Effects of a European Tax‐Benefit System and Fiscal Equalization Mechanism

Economic Policy, Vol. 28, Issue 75, pp. 375-422, 2013
Number of pages: 48 Posted: 16 Jul 2013
Olivier Bargain, Mathias Dolls, Clemens Fuest, Dirk Neumann, Andreas Peichl, Nico Pestel and Sebastian Siegloch
IZA Institute of Labor Economics, CESifo (Center for Economic Studies and Ifo Institute) - Ifo Institute, ifo Institute – Leibniz Institute for Economic Research at the University of Munich, University of Freiburg, ZEW – Leibniz Centre for European Economic Research, IZA Institute of Labor Economics and IZA Institute of Labor Economics
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Citation 1
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