Dr. Nicolas Pröllochs

• Journal Articles
• Book chapters
• Talks
• Conference papers

Journal Articles

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2023

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• Lutz B, Adam M, Feuerriegel S, Pröllochs N, Neumann D
  Affective Information Processing of Fake News: Evidence from NeuroIS
  2023 European Journal of Information Systems, volume: Forthcoming

2022

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• 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

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• 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

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• 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

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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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• 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

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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

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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

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2024

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• 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)

2020

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• 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

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• 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

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• 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

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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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