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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

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

2018

  • Lutz B, Pröllochs N, Neumann D
    Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning
    52th Hawaii International Conference on System Sciences (HICSS), Grand Wailea, Maui, January 8-11, 2019
  • Hannemann F, Pröllochs N, Alfano S, Neumann D
    Noise Trader Behavior – A Disaggregated Approach to News Reception and Processing in Financial Markets
    2018 26th European Conference on Information Systems (ECIS 2018), Portsmouth, UK, June 23-28, 2018
  • Pröllochs N, Adam M, Feuerriegel S, Neumann D
    Information Processing of Financial News: The Role of Cognitive Dissonance and Information Avoidance
    2018 26th European Conference on Information Systems (ECIS 2018), Portsmouth, UK, June 23-28, 2018
  • Pröllochs N, Feuerriegel S
    Business Analytics for Strategic Management: Identifying and Assessing Corporate Challenges via Topic Modeling
    2018 Information and Management, forthcoming

2017

  • 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 (ACIS 2017), Hobart, Tasmania, Dec 4-6, 2017.
  • 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. Annals of Information Systems
    2017, Springer
  • 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, 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 Studiesvolume: 12, issue: 3, pages: 26 – 33
  • 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, 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

2016

2015