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Dr. Stefan Feuerriegel

 

 

 

feuerriegel 


Telefon:
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.

 

Sprechzeiten

Nach Vereinbarung

Lebenslauf

Seit 10/2015

Forschungsgruppenleiter am Lehrstuhl für Wirtschaftsinformatik, Albert-Ludwigs-Universität Freiburg

01/2016 – 04/2016

Forschungsaufenthalt am Heinz College, Carnegie Mellon University (CMU), Pittsburgh

11/2011 – 10/2015

Promotion am Lehrstuhl für Wirtschaftsinformatik, Albert-Ludwigs-Universität Freiburg

07/2015

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

02/2015 – 04/2015

Forschungsaufenthalt in der 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

Forschungsaufenthalt an der School for Computer Science and Engineering, University of New South Wales (UNSW), Sydney

03/2012 – 04/2012

Forschungsaufenthalt am Institute for Scientific Computing, RWTH Aachen University

08/2011

Master-Arbeit: "Lanczos-Based Algorithms for the Parallel Solution of Large Sparse Linear Systems", Graduiertenschule AICES (Aachen Institute for Advanced Study in Computational Engineering Science), RWTH Aachen University

08/2010 – 11/2010

Tätigkeit als LISP-Programmierer im Bereich Natural Language Processing

03/2009

Bachelor-Arbeit: "Analysis of Non-Smooth Dynamical Systems Compared to their Smooth Approximation", Lehrstuhl für Prozesstechnik, Aachener Verfahrenstechnik (AVT.PT), RWTH Aachen University

Ressourcen
Organisation
FinanceCom 2016 Ausrichtung der FinanceCom 2016 in Frankfurt zum Thema "Enterprise Applications, Markets and Services in the Finance Industry"
Theme of 2016: “The Analytics Revolution in Finance”
WI-Treffen 2016 Ausrichtung des Nachwuchstreffens der Wirtschaftsinformatik 2016 in Freiburg
Auszeichnungen
2016

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

2015

Nominiert für den Best Paper Award der 48th Hawaii International Conference on System Sciences (HICSS 2015), Kauai, Hawaii, USA

2013

Best Conference Theme Paper Award der 34th International Conference on Information Systems (ICIS 2013), Mailand, Italien

2013

Nominiert für den Ciborra Award (Most Innovative Paper) der 21st European Conference on Information Systems (ECIS 2013), Utrecht, Niederlande

Lehre
WS 2016/17

Übung: Computational Economics
Seminar: Applications of Business Analytics

SS 2016

Vorlesung: Business Analytics
Seminar: Business Intelligence in R

WS 2015/16

Vorlesung: Business Analytics
Übung: Computational Economics
Seminar: Data Mining in R

SS 2015

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

WS 2014/15

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

SS 2014

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

WS 2013/14

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

SS 2013

Übung: Business Intelligence

WS 2012/13

Seminar: Business Intelligence
Seminar: Topics in Information Systems

SS 2012

Seminar: E-Energy

WS 2011/12

Seminar: Energiewende

 

Wissenschaftliche Publikationen



Originalarbeiten in wissenschaftlichen Fachzeitschriften

Jahre: 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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    Buchbeiträge

    Jahre: 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,

      Vorträge

      Jahre: 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
           
          PDF-Datei herunterladen
        • 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

        Konferenzbeiträge

        Jahre: 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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          2015

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          2014

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          2013

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          2012

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          Sonstige Publikationen

          Jahre: 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/