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Dr. Nicolas Pröllochs

 

proelloch

 

Phone: +49 761 203-2404
Fax: +49 761 203-2416
E-Mail: nicolas.dumdummymyprollochs@eng.ox.dudummymmyac.uk
Web: http://www.nproellochs.com

 

Vita

From 05/2018

Postdoctoral Researcher, Department of Engineering Science, University of Oxford, UK

04/2017 - 05/2018

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

11/2014 - 08/2017

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

05/2016

Machine Learning Summer School, Cádiz, Spain

10/2015 - 12/2015

Research Stay at School of Design Communication and IT, University of Newcastle (UON), Newcastle, Australia

03/2015

Master-Thesis: "Generating Domain-Specific Dictionaries Using Bayesian Learning", Albert-Ludwigs-Universität Freiburg

10/2013 - 03/2015

M.Sc. in Economics & Information Systems, Albert-Ludwigs-Universität Freiburg

08/2013

Bachelor-Thesis: "Sentiment Analysis of Financial News: Implementation of Linguistic Negation Rules", Albert-Ludwigs-Universität Freiburg

10/2010 - 08/2013

B.Sc in Economics, Albert-Ludwigs-Universität Freiburg

 

Prizes and Awards

2018

Outstanding Doctoral Dissertation Award, University of Freiburg & Wirtschafts-Akademie Freiburg 

2017

Microsoft Azure Research Award

2016

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

2015

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

 

Teaching

SS 2018

Lecture: Business Intelligence (Sections on Data Warehousing & Data Mining)

WS 2017/18

Lecture: Management of Information Systems (Sections on Databases & Programming)

Seminar: Data Analysis and Visualization in R

SS 2017

Exercise: Business Intelligence

Seminar: Data Analytics in R

WS 2016/17

Seminar: Applications of Business Analytics 

SS 2016

Seminar: Business Intelligence in R

WS 2015/16

Seminar: Data Mining in R

WS 2014/15

Tutorial: Management of Information Systems

WS 2013/14

Tutorial: Management of Information Systems

WS 2012/13

Tutorial: Management of Information Systems

WS 2011/12

Tutorial: Management of Information Systems

 

Resources

 

 

Scientific publications

 

A full list of publications is available via https://nproellochs.com/publications/



Journal Articles

Years: 2022 | 2020 | 2018 | 2017 | 2016
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    2022

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    2020

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    2018

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    2017

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    • Alfano S, Tuma F, Pröllochs N, Krinitz J
      A Real-Time Language Sentiment Index as a Measure of Capital Market Confidence.
      2017 Journal of Strategic and International Studies, volume: 12, issue: 3, pages: 26 - 33

    2016

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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: 2019 | 2018
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        2019

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        • Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
          Fake News in Social Media: Empirical Evidence of Human Information Processing from NeuroIS
          2019 Deception Detection and Credibility Assessment Symposium (as part of HICSS 2019)

        2018

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        • Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D
          Misinformation in Social Media: Empirical Evidence of Human Information Processing from NeuroIS
          2018 Third Workshop on the Digitization of the Individual, San Francisco, USA

        Conference papers

        Years: 2020 | 2019 | 2018 | 2017 | 2016 | 2015
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          2020

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          2019

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          2018

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          2017

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          • 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
          • 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
          • 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
          • 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
          • Lutz B, Pröllochs N, Neumann D
            Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews
            2017 Australasian Conference on Information Systems, Hobart, Australia

          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
            2016 R User Conference (UseR 2016), Stanford, California, June 27-30, 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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          • 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
          • 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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          • Alfano S, Pröllochs N, Feuerriegel S, Neumann D
            Say It Right: IS Prototype to Enable Evidence Based Communication with Big Data
            2015 Business Analytics Congress (BAC) 2015, Forth Worth, Texas, December 12-13, 2015
          • Pröllochs N, Feuerriegel S, Neumann D
            When Words Matter Most: Tailoring Domain-Specific Dictionaries with Decision Analytics
            2015 Conference on Information Systems and Technology (CIST 2015), Philadelphia, Pennsylvania, October 31 - November 1, 2015
          • Feuerriegel S, Schmitz J T, Pröllochs N, Neumann D
            What Matters Most? How Tone in Initial Public Offering Filings and Pre-IPO News Influences Stock Market Returns
            2015 2015 FMA European Conference, Venice, Italy, June 11-12, 2015
             
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          • Pröllochs N, Feuerriegel S, Neumann D
            Generating Domain-Specific Dictionaries Using Bayesian Learning
            2015 23rd European Conference on Information Systems (ECIS 2015), Münster, Germany, May 26-29, 2015, Complete Research Paper
             
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          • Pröllochs N, Feuerriegel S, Neumann D
            Say it Right – How Managers Prettify Corporate Disclosures
            2015 Winter Conference on Business Intelligence (WCBI 2015), Snowbird, Utah, 12-14 March 2015
          • Pröllochs N, Feuerriegel S, Neumann D
            Enhancing Sentiment Analysis of Financial News by Detecting Negation Scopes
            2015 48th Hawaii International Conference on System Sciences (HICSS), Koloa, Kauai, January 5-8, 2015, IEEE Computer Society, Nominated for the Best Paper Award
             
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