Dr. Nicolas Pröllochs
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Vita |
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From 05/2018 |
Postdoctoral Researcher, Department of Engineering Science, University of Oxford, UK |
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04/2017 - 05/2018 |
Research group leader at Chair for Information Systems Research, University of Freiburg |
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11/2014 - 08/2017 |
Ph.D. thesis at the Chair for Information Systems Research, University of Freiburg |
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05/2016 |
Machine Learning Summer School, Cádiz, Spain |
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10/2015 - 12/2015 |
Research Stay at School of Design Communication and IT, University of Newcastle (UON), Newcastle, Australia |
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03/2015 |
Master-Thesis: "Generating Domain-Specific Dictionaries Using Bayesian Learning", Albert-Ludwigs-Universität Freiburg |
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10/2013 - 03/2015 |
M.Sc. in Economics & Information Systems, Albert-Ludwigs-Universität Freiburg |
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08/2013 |
Bachelor-Thesis: "Sentiment Analysis of Financial News: Implementation of Linguistic Negation Rules", Albert-Ludwigs-Universität Freiburg |
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10/2010 - 08/2013 |
B.Sc in Economics, Albert-Ludwigs-Universität Freiburg |
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Prizes and Awards |
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2018 |
Outstanding Doctoral Dissertation Award, University of Freiburg & Wirtschafts-Akademie Freiburg |
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2017 |
Microsoft Azure Research Award |
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2016 |
Best Paper Award of the 49th Hawaii International Conference on System Sciences (HICSS), Kauai, Hawaii, USA |
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2015 |
Nominated for the Best Paper Award of the 48th Hawaii International Conference on System Sciences (HICSS), Kauai, Hawaii, USA |
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Teaching |
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SS 2018 |
Lecture: Business Intelligence (Sections on Data Warehousing & Data Mining) |
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WS 2017/18 |
Lecture: Management of Information Systems (Sections on Databases & Programming) Seminar: Data Analysis and Visualization in R |
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SS 2017 |
Exercise: Business Intelligence Seminar: Data Analytics in R |
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WS 2016/17 |
Seminar: Applications of Business Analytics |
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SS 2016 |
Seminar: Business Intelligence in R |
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WS 2015/16 |
Seminar: Data Mining in R |
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WS 2014/15 |
Tutorial: Management of Information Systems |
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WS 2013/14 |
Tutorial: Management of Information Systems |
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WS 2012/13 |
Tutorial: Management of Information Systems |
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WS 2011/12 |
Tutorial: Management of Information Systems |
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Resources |
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Scientific publications
A full list of publications is available via https://nproellochs.com/publications/
Journal Articles
Years: 2024 | 2022 | 2020 | 2018 | 2017 | 2016back to the top of all publications
2024
back to the year overview- Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
Affective Information Processing of Fake News: Evidence from NeuroIS
2024 European Journal of Information Systems, volume: 33, issue: 5, pages: 654 - 673
2022
back to the year overview- Lutz B, Pröllochs N, Neumann D
Are Longer Reviews Always More Helpful? Disentangling the Interplay Between Review Length and Line of Argumentation
2022 Journal of Business Research, volume: 144, pages: 888 - 901
2020
back to the year overview- Pröllochs N, Feuerriegel S, Lutz B, Neumann D
Negation Scope Detection for Sentiment Analysis: A Reinforcement Learning Framework for Replicating Human Interpretations
2020 Information Sciences, volume: 536, pages: 205 - 221 - Lutz B, Pröllochs N, Neumann D
Predicting Sentence-Level Polarity Labels of Financial News Using Abnormal Stock Returns
2020 Expert Systems With Applications, volume: 148, issue: 113223
2018
back to the year overview- Pröllochs N, Feuerriegel S
Business Analytics for Strategic Management: Identifying and Assessing Corporate Challenges Via Topic Modeling
2018 Information & Management - Pröllochs N, Feuerriegel S, Neumann D
Statistical Inferences for Polarity Identification in Natural Language
2018 PLOS One, volume: 13, issue: 12
2017
back to the year overview- 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
back to the year overview- Pröllochs N, Feuerriegel S, Neumann D
Negation Scope Detection in Sentiment Analysis: Decision Support for News-Driven Trading
2016 Decision Support Systems, volume: 88, pages: 67 - 75
Book chapters
Years: 2017back to the top of all publications
2017
back to the year overview- 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 | 2018back to the top of all publications
2019
back to the year overview- 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
back to the year overview- 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: 2024 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015back to the top of all publications
2024
back to the year overview- Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing
2024 San José, Costa Rica ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW), volume: 8, issue: 191, pages: 1 - 22
2020
back to the year overview- Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
Identifying Linguistic Cues of Fake News Associated with Cognitive and Affective Processing: Evidence from NeuroIS
2020 NeuroIS Retreat
2019
back to the year overview- Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
Affective Information Processing of Fake News: Evidence from NeuroIS
2019 NeuroIS Retreat, Vienna, Austria , pages: 121 - 128 - Lutz B, Pröllochs N, Neumann D
Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning
2019 Hawaii International Conference on System Sciences, Hawaii, USA , pages: 1116 - 1125 - Lutz B, Pröllochs N, Neumann D
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews
2019 International Conference on Information Systems, Munich, Germany
2018
back to the year overview- 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 - Lutz B, Pröllochs N, Neumann D
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective
2018 International Conference on Information Systems, San Francisco, USA
2017
back to the year overview- 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
back to the year overview- 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 - 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
2015
back to the year overview- 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 - 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 - 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