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Dr. Stefan Feuerriegel

 

 

feuerriegel




Phone:
Fax: +49 761 203-2416
E-Mail: stefan.dumdummymyfeuerriegel@is.uni-dudummymmyfreiburg.de
Stefan has been appointed as assistant professor at ETH Zurich starting in October. He will remain affiliated with the chair as a research fellow.

 

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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    2016

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    2015

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    2014

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    2011

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    Book chapters

    Years: 2017
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      2017

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      • Alfano S, Pröllochs N, Feuerriegel S, Neumann D
        Say It Right: IS Prototype to Enable Evidence Based Communication with Big Data
        In: Deokar A. , Gupta A., Iyer L., Jones M. (eds) Analytics and Data Science: Advances in Research and Pedagogy
        2017, Springer,

      Talks

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

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        • Feuerriegel S
          The Negativity Bias in Stock Markets: Asymmetric Response to Language in Financial Disclosures (University of Illinois at Chicago (UIC), Chicago, March 8, 2017)
          2017
        • Naumzik C, Feuerriegel S, Neumann D
          A Picture is Worth a Thousand Words? Empirical Evidence Regarding the Visual Appeal of Product Images Based on Deep Learning
          2017 2017 Winter Conference on Business Analytics (WCBA 2017), Snowbird, Utah, 2-4 March 2017
        • Hörner M, Feuerriegel S, Neumann D, Vach W
          Effective Treatments with Chronic Disease Management: Leveraging Patient Trajectories with Hidden Markov Models
          2017 2017 Winter Conference on Business Analytics (WCBA 2017), Snowbird, Utah, 2-4 March 2017
        • Pröllochs N, Feuerriegel S, Neumann D
          The Role of Information Avoidance in Financial Markets: How Investors Ignore Unwanted Information in Corporate Disclosures
          2017 2017 Winter Conference on Business Analytics (WCBA 2017), Snowbird, Utah, March 2-4, 2017
        • Goby N, Feuerriegel S, Neumann D
          AI for the Internet of Things in the Manufacturing Industry
          2017 2017 Winter Conference on Business Analytics (WCBA 2017), Snowbird, Utah, March 2-4, 2017
        • 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
        • Gust G, Kaulich A, Killinger S, Feuerriegel S, Brandt T, Neumann D
          A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
          2017 Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 2017
        • Gust G, Kaulich A,, Killinger S, Feuerriegel S, Brandt T, Neumann D
          A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
          2017 Singapore Management University (SMU), Singapore, July 3, 2017
        • Hörner M, Feuerriegel S, Neumann D
          Identifying Latent Medical Conditions in Patients with Chronic Diseases: Joining IT-Enabled Health Tracking and Dependent Mixture Models
          2017 Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 2017
        • Naumzik C, Feuerriegel S, Neumann D
          One Picture Is Worth A Thousand Words? Statistical Evidence on the Visual Appearance of Product Images Based on Deep Learning
          2017 ymposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 201
        • Pröllochs N, Feuerriegel S, Neumann D
          Replicating Financial Decision-Making Using Reinforcement Learning: The Role of Information Avoidance in Corporate Disclosures
          2017 Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 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
          • Pröllochs N, Feuerriegel S, Neumann D
            ReinforcementLearning: A Package for Replicating Human Behavior in R
            2017 R User Conference (UseR 2017), Brussels, Belgium, July 4-7
          • 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
            2017 (Proceedings of the 13. Internationale Tagung Wirtschaftsinformatik, St. Gallen, Switzerland)
          • 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
             
            Download file
          • 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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            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
            Credits: SILK Icons by http://www.famfamfam.com/lab/icons/silk/