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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

Peer-reviewed articles

Book chapters

Workshop papers & poster presentations

  • 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, CA, USA, December 12, 2018
  • Pröllochs N, Feuerriegel S
    ReinforcementLearning: A Package for Replicating Human Behavior in R
    2017 R User Conference (UseR 2017), Brussels, Belgium, July 4-7, 2017
  • 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 Winter Conference on Business Analytics (WCBA 2017), Snowbird, UT, USA, March 2-4, 2017
  • 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, CA, USA, June 27-30, 2016
  • 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, UT, USA, March 3-5, 2016
  • 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, TX, USA, December 12-13, 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 FMA European Conference, Venice, Italy, June 11-12, 2015
  • Pröllochs N, Feuerriegel S, Neumann D
    Say it Right – How Managers Prettify Corporate Disclosures
    2015 Winter Conference on Business Intelligence (WCBI 2015), Snowbird, UT, USA, March 12-14, 2015