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Dr. Stefan Feuerriegel

 

 

feuerriegel




Phone: +49 761 203-2395
Fax: +49 761 203-2416
E-Mail: stefan.dumdummymyfeuerriegel@is.uni-dudummymmyfreiburg.de

Office Hours

Upon request

Vita

Since 10/2015

Research group leader at Chair for Information Systems Research, University of Freiburg

01/2016 – 04/2016

Research stay at Heinz College, Carnegie Mellon University (CMU), Pittsburgh

11/2011 – 10/2015

Ph.D. thesis at Chair for Information Systems Research, University of Freiburg

07/2015

Machine Learning Summer School, Max Planck Institute for Intelligent Systems, Tübingen

02/2015 – 04/2015

Research stay at Digital Content and Media Sciences Research Division, National Institute of Informatics (NII), Tokyo

11/2014 – 01/2015

McKinsey & Company, Business Technology Office

09/2013 – 11/2013

Research stay at School for Computer Science and Engineering, University of New South Wales (UNSW), Sydney

03/2012 – 04/2012

Research stay at Institute for Scientific Computing, RWTH Aachen University

08/2011

Master's Thesis: "Lanczos-based Algorithms for the Parallel Solution of Large Sparse Linear Systems", Graduate School AICES (Aachen Institute for Advanced Study in Computational Engineering Science), RWTH Aachen Universitychen Institute for Advanced Study in Computational Engineering Science), RWTH Aachen University

08/2010 – 11/2010

LISP programmer for Natural Language Processing

03/2009

Bachelor's Thesis: "Analysis of Non-smooth Dynamical Systems Compared to their Smooth Approximation", Chair for Process Systems Engineering, Aachener Verfahrenstechnik (AVT.PT), RWTH Aachen University

Resources
Organization
FinanceCom 2016 Organization of the FinanceCom 2016 in Frankfurt aimed at "Enterprise Applications, Markets and Services in the Finance Industry"
Theme of 2016: “The Analytics Revolution in Finance”
WI-Treffen 2016 Organization of the young researcher meeting in information systems 2016 (Nachwuchstreffen der Wirtschaftsinformatik) in Freiburg
Awards
2016

Best Paper Award of the 49th Hawaii International Conference on System Sciences (HICSS 2016), Kauai, Hawaii, USA

2015

Nominated for the Best Paper Award of the 48th Hawaii International Conference on System Sciences (HICSS 2015), Kauai, Hawaii, USA

2013

Best Conference Theme Paper Award at 34th International Conference on Information Systems (ICIS 2013), Milan, Italy

2013

Nominated for the Ciborra Award (Most Innovative Paper) at 21st European Conference on Information Systems (ECIS 2013), Utrecht, Netherlands

Teaching
WS 2016/17

Exercise: Computational Economics
Seminar: Applications of Business Analytics

SS 2016

Lecture: Business Analytics
Seminar: Business Intelligence in R

WS 2015/16

Lecture: Business Analytics
Exercise: Computational Economics
Seminar: Data Mining in R

SS 2015

Seminar: Decision Analytics in R (also Topics)
Seminar: Text Mining in Twitter – Applications

WS 2014/15

Lecture: Data Mining – Methods and Applications
Seminar: Applications of Business Intelligence
Seminar: Advanced Analytics in R
Seminar: Information Systems Research (Topics)

SS 2014

Exercise: Business Intelligence
Seminar: Advanced Business Intelligence (Topics)
Seminar: Business Analytics

WS 2013/14

Seminar: Business Intelligence
Lecture: Data Mining – Methods and Applications

SS 2013

Exercise: Business Intelligence

WS 2012/13

Seminar: Business Intelligence
Seminar: Topics in Information Systems

SS 2012

Seminar: E-Energy

WS 2011/12

Seminar: Energiewende

 

Scientific publications

 



Journal Articles

Years: 2017 | 2016 | 2015 | 2014 | 2011
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    2017

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    • Drummer D, Feuerriegel S, Neumann D
      Crossing the next frontier: The role of ICT in driving the financialization of credit
      2017 Journal of Information Technology
    • Brandt T, Feuerriegel S, Neumann D
      Designing for Cyberphysical Systems: Insights from a Smart Grid Application
      2017 European Journal of Information Systems
    • Qiu X, Feuerriegel S, Neumann D
      Making the most of fleets: A profit-maximizing multi-vehicle pickup and delivery selection problem
      2017 European Journal of Operational Research, volume: 259, issue: 1, pages: 151 - 168

    2016

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    2015

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    2014

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    2011

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    Talks

    Years: 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2010 | 2008
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      2017

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      • Feuerriegel S, Naumzik C, Neumann D
        One Picture is Worth a Thousand Words? Informativeness of Images and Visual Appeal in Electronic Commerce
        2017 Economics of IS Workshop, St. Gallen, February, 12, 2017

      2016

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      • Feuerriegel S
        Statistical Learning and Patient Trajectories in Healthcare Analytics
        2016 Freiburg Center for Data Analysis and Modeling, University of Freiburg, December 16, 2016
      • Feuerriegel S
        One Picture Is Worth a Thousand Words? Informativeness of Images in Electronic Commerce (University of Liechtenstein, Vaduz, 10.11.2016)
        2016
      • Feuerriegel S
        Data Science (Nachwuchstreffen der Wirtschaftsinformatik, University of Freiburg, Freiburg, 08.10.2016)
        2016
      • Feuerriegel S
        Decision Support for Optimal Routing of Logistics Fleets (Kühne Logistics University, Hamburg, 03.05.2016)
        2016
      • Feuerriegel S
        News Sentiment for Asian Languages (Thomson Reuters, San Francisco, 26.02.2016)
        2016
      • Feuerriegel S
        How to Measure Media Reception (University of Cologne, Cologne, 15.02.2016)
        2016
      • Feuerriegel S
        Applications of Big Data in Business and Industry
        2016 Friedrich Schiller University Jena, Jena, 13.01.2016
      • Feuerriegel S
        Electronic Market Design: Efficiency Analysis with Bayesian Structural Time Series
        2016 Technical University of Munich, Munich, 12.01.2016

      2015

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      • Feuerriegel S
        Media Reception Around News Disclosures
        2015 Católica Lisbon, School of Business and Economics, Lisbon, 21.12.2015
      • Alfano S, Feuerriegel S
        Evidence-based financial communication to drive corporate value
        2015 Cercle Investor Relations Austria, Vienna, 31.08.2015
      • Feuerriegel S
        What News Disclosures Matter? New Reception Compared across Topics Extracted from the Latent Dirichlet Allocation
        2015 2015 FMA European Conference, Doctoral Student Consortium, Venice, Italy, June 10, 2015
         
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      • Feuerriegel S
        Integration von Erneuerbaren Energien in den Energiemarkt als Herausforderung der Energiewende
        2015 Doctoral Colloquium, Institut für Informatik und Gesellschaft, Abteilung Telematik, Freiburg, Deutschland, 18.05.2015
      • Feuerriegel S
        News Trading: Overview and Research Ideas
        2015 National Institute of Informatics, Tokyo, 07.03.2015

      2014

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      • Feuerriegel S
        Are Qualitative Information Processed in Electronic Markets? Evidence from Initial Public Offerings
        2014 Freiburg-Nagoya Joint Seminar, University of Freiburg, Freiburg, 16.10.2014
      • Feuerriegel S
        How Sentiment in Initial Public Offering Filings Influences Stock Market Returns
        2014 Doctoral Colloquium, Chair for Information Systems Research, University of Freiburg, Freiburg, 08.05.2014
      • Feuerriegel S
        Forecasting Electricity Prices using Exogenous Predictors
        2014 Workshop "Mobility meets Energy", Sustainable Mobility Research Group, University of Goettingen, Goettingen, 25.02.2014

      2013

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      • Feuerriegel S
        News or Noise? How News Drives Commodity Prices
        2013 Doctoral Colloquium, Chair for Information Systems Research, University of Freiburg, Freiburg, 17.07.2013
      • Feuerriegel S, Neumann D
        Textual Analysis of Financial News: Applications in IS and Finance
        2013 Goethe University Frankfurt, Frankfurt, 10.05.2013

      2012

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      • Feuerriegel S
        Demand Side Management
        2012 Doctoral Colloquium, Institut für Informatik und Gesellschaft, Abteilung Telematik, Freiburg, Deutschland, 19.11.2012

      2010

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      • Feuerriegel S, et al.
        Debugging
        2010 AICES Workshop 2010, Graduate School AICES, Aachen Institute for Advanced Studies in Computational Engineering Science, RWTH Aachen University, Vossenack, Nov 29-Dec 1, 2010
      • Feuerriegel S, et al.
        Version Control with SVN Student's talk
        2010 Student's talk, Graduate School AICES, Aachen Institute for Advanced Studies in Computational Engineering Science, RWTH Aachen University, 08.01.2010

      2008

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      • Feuerriegel S
        Bifurcations in non-smooth dynamical systems
        2008 Workshop "AICES meets GRS", Graduate School AICES, Aachen Institute for Advanced Studies in Computational Engineering Science, RWTH Aachen University, Monschau, Nov 5-7, 2008
      • Feuerriegel S
        Doxygen: Source Code Documentation Generation
        2008 Workshop "AICES meets GRS", Graduate School AICES, Aachen Institute for Advanced Studies in Computational Engineering Science, RWTH Aachen University, Monschau, Nov 5-7, 2008

      Conference papers

      Years: 2017 | 2016 | 2015 | 2014 | 2013 | 2012
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        2017

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        • Märkle-Huß J, Feuerriegel S, Prendinger H
          Improving Sentiment Analysis with Document-Level Semantic Relationships from Rhetoric Discourse Structures (50th Hawaii International Conference on System Sciences (HICSS), Waikoloa, Big Island, January 4-7, 2017, IEEE Computer Society)
          2017
        • Alfano S, Pröllochs N, Märkle-Huß J, Feuerriegel S, Neumann D
          Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language (Proceedings of the 13. Internationale Tagung Wirtschaftsinformatik, St. Gallen, Switzerland)
          2017
        • Naumzik C, Feuerriegel S, Neumann D
          Understanding Consumer Behavior in Electronic Commerce with Image Sentiment (Proceedings of the 13. Internationale Tagung Wirtschaftsinformatik, St. Gallen, Switzerland)
          2017

        2016

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        • Pröllochs N, Feuerriegel S, Neumann D
          Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market
          2016 37th International Conference on Information Systems (ICIS 2016), Dublin, Ireland, December 11-14, 2016, Research in Progress Paper
        • Feuerriegel S, Pröllochs N, Neumann D
          Understanding Human Behavior for Applications in Finance and Social Sciences: Insights from Content Analysis with Novel Bayesian learning in R (R User Conference (UseR 2016), Stanford, California, June 27-30, 2016)
          2016
        • Goby N, Brandt T, Feuerriegel S, Neumann D
          Business Intelligence for Business Processes: The Case of IT Incident Management
          2016 24th European Conference on Information Systems (ECIS 2016), Istanbul, Turkey, June 12-15, 2016
           
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        • Feuerriegel S, Fehrer R
          Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures (24th European Conference on Information Systems (ECIS 2016), Istanbul, Turkey, June 12-15, 2016)
          2016
        • Alfano S, Rapp M, Pröllochs N, Feuerriegel S, Neumann D
          Driven by News Tone? Understanding Information Processing When Covariates are Unknown: The Case of Natural Gas Price Movements
          2016 9th MKWI 2016, 9th -11th March 2016 in Illmenau, Germany , volume: 3, pages: 1787 - 1798
           
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        • Ludwig N, Feuerriegel S, Neumann D
          Time Series Analysis for Big Data: Evaluating Bayesian Structural Time Series using Electricity Prices
          2016 9th MKWI 2016, 9th -11th March 2016 in Illmenau, Germany , volume: 3, pages: 1569 - 1580
           
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        • Pröllochs N, Feuerriegel S, Neumann D
          How Emotional and Cognitive Biases in Investors' Perceptions Impact the Stock Markets
          2016 Winter Conference on Business Intelligence (WCBI 2016), Snowbird, Utah, 3-5 March 2016
        • Alfano S, Stichler P, Feuerriegel S, Neumann D
          Mind or Gut? The Interplay of Cognitive and Fundamental Drivers in Price Formation
          2016 Winter Conference on Business Intelligence (WCBI 2016), March 3 - March 5, 2016, Snowbird, Utah, USA
        • Märkle-Huß J, Feuerriegel S, Neumann D
          Decision Model for Sustainable Electricity Procurement Using Nationwide Demand Response
          2016 49th Hawaii International Conference on System Sciences (HICSS), Koloa, Kauai, January 5-8, 2016, IEEE Computer Society
        • Pröllochs N, Feuerriegel S, Neumann D
          Detecting Negation Scopes for Financial News Sentiment Using Reinforcement Learning
          2016 49th Hawaii International Conference on System Sciences (HICSS), Koloa, Kauai, January 5-8, 2016, IEEE Computer Society, Best Paper Award
           
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        2015

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        2014

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        2013

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        2012

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        Other publications

        Years: 2016 | 2015 | 2014 | 2011
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          2016

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          2015

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          • Feuerriegel S, Neumann D
            "Irrationale Überreaktion" von Investoren (Ökonomenstimme, 18 November 2015)
            , 2015
          • Feuerriegel S
            Decision Analytics for Electricity Markets: Forecasting Electricity Prices and Optimal Load Shifting for Demand Response (Ph.D. Thesis), Chair for Information Systems Research, University of Freiburg
            , 2015
          • Alfano S, Feuerriegel S, Neumann D
            Die neue Herausforderung „Big Data“
            Zeitschrift der Freiburger Wirtschaftswissenschaftler e.V., volume: 1, issue: 26, pages: 17 - 18, 2015
          • Feuerriegel S, Neumann D
            Forecasting Electricity Prices Using Exogenous Predictors
            , 2015
          • Feuerriegel S, Ludwig N, Neumann D
            Predictive Analytics with Bayesian Structural Time Series: Forecasting Electricity Prices using Weather Data as Exogenous Input (Poster, Machine Learning Summer School (MLSS), Tübingen, Germany, July 13-24, 2015)
            , 2015

          2014

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          2011

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          • Feuerriegel S
            Lanczos-based Algorithms for the Parallel Solution of Large Sparse Linear Systems (Master's Thesis), Graduate School AICES, RWTH Aachen University
            , 2011
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