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

20

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Top 34,151

in Total Papers Downloads

1,881

SSRN CITATIONS

9

CROSSREF CITATIONS

3

Scholarly Papers (20)

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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 446 (84,761)
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
LMU Munich, University of Freiburg and University of Freiburg
Downloads 332 (118,583)

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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 176 (220,294)
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
LMU Munich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 165 (232,751)

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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, Nicolas Pröllochs, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, Albert-Ludwigs-Universität Freiburg, University of Freiburg - Information Systems ResearchJustus-Liebig-University Giessen, LMU Munich and University of Freiburg
Downloads 146 (257,495)
Citation 1

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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), Commodity Futures Trading Commission (CFTC) and University of Freiburg
Downloads 123 (293,713)
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.

When Machines Trade on Corporate Disclosures: Using Text Analytics for Investment Strategies

Number of pages: 30 Posted: 26 Sep 2021 Last Revised: 26 Oct 2021
Hans Christian Schmitz, Bernhard Lutz, Dominik Wolff, Dominik Wolff and Dirk Neumann
Deka Investment GmbH, University of Freiburg, Deka Investment GmbHDarmstadt University of Technology and University of Freiburg
Downloads 91 (359,875)

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Finance, investment strategies, machine learning, text mining, decision support

8.

The Effect of Autonomous Vehicles on Consumer Welfare in Ride-Hailing Markets

Number of pages: 42 Posted: 11 Sep 2020
Kevin-Morris Wigand, Tobias Brandt and Dirk Neumann
University of Freiburg - Information Systems Research, Rotterdam School of Management and University of Freiburg
Downloads 63 (442,693)

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Autonomous Vehicles, Ride-Hailing, Two-Sided Matching Markets, Welfare Analysis

9.

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
LMU Munich, University of Freiburg - Information Systems Research and University of Freiburg
Downloads 55 (472,194)
Citation 1

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exchange rate, overshooting model, news sentiment, multivariate analysis

10.

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, LMU Munich and University of Freiburg
Downloads 51 (488,238)
Citation 4

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

11.

Language Sentiment in Fundamental and Noise Trading: Evidence from Crude Oil

Number of pages: 38 Posted: 28 Apr 2020
Simon Alfano, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems Research, LMU Munich and University of Freiburg
Downloads 45 (514,230)

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Kalman filter, State-space model, News sentiment, Noise trader theory, Crude oil

12.

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, LMU Munich and University of Freiburg
Downloads 40 (537,961)
Citation 1

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

13.

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
LMU Munich, University of Freiburg and University of Freiburg
Downloads 39 (542,911)

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

14.

Understanding Negations in Information Processing: Learning from Replicating Human Behavior

Number of pages: 39 Posted: 19 Apr 2017
Nicolas Pröllochs, Nicolas Pröllochs, Stefan Feuerriegel and Dirk Neumann
University of Freiburg - Information Systems ResearchJustus-Liebig-University Giessen, LMU Munich and University of Freiburg
Downloads 38 (547,879)
Citation 3

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

15.

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
LMU Munich, University of Freiburg and University of Freiburg
Downloads 21 (651,139)

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

16.

Negation Scope Detection for Sentiment Analysis: A Reinforcement Learning Framework for Replicating Human Interpretations

Number of pages: 38 Posted: 17 Dec 2020
Nicolas Pröllochs, Nicolas Pröllochs, Stefan Feuerriegel, Bernhard Lutz and Dirk Neumann
University of Freiburg - Information Systems ResearchJustus-Liebig-University Giessen, LMU Munich, University of Freiburg and University of Freiburg
Downloads 17 (680,041)

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

17.

Measuring the Financial Impact of Demand Response for Electricity Retailers

Number of pages: 40 Posted: 07 Aug 2018
Stefan Feuerriegel and Dirk Neumann
LMU Munich and University of Freiburg
Downloads 13 (710,803)
Citation 1

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Demand Response; Load Shifting; Economic Potential

18.

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
LMU Munich and University of Freiburg
Downloads 12 (718,782)

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

19.

Cross Validation Based Transfer Learning for Financial Covariance Estimation: A Data-Driven Approach

Number of pages: 83
Torsten Mörstedt, Bernhard Lutz and Dirk Neumann
Deka Investment GmbH, University of Freiburg and University of Freiburg
Downloads 5

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Covariance estimation, transfer learning, non-linear shrinkage, second shrinkage target, data-driven approach, portfolio optimization

20.

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, LMU Munich and University of Freiburg
Downloads 3 (790,754)

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