Publications
Peer-reviewed articles
- Solovev K, Pröllochs N (2022)
Moralized Language Predicts Hate Speech on Social Media
PNAS Nexus, forthcoming - Robertson C, Pröllochs N, Schwarzenegger K, Parnamets P, Van Bavel J, Feuerriegel S (2022)
Negativity Drives Online News Consumption
Nature Human Behaviour (accepted-in-principle) - Solovev K, Pröllochs N (2022)
Hate Speech in the Political Discourse on Social Media: Disparities Across Parties, Gender, and Ethnicity
Proceedings of The Web Conference (WWW ’22) - Solovev K, Pröllochs N (2022)
Moral Emotions Shape the Virality of COVID-19 Misinformation on Social Media
Proceedings of The Web Conference (WWW ’22) - Jakubik J, Vössing M, Bär D, Pröllochs N, Feuerriegel S (2022)
Online Emotions During the Storming of the US Capitol: Evidence from the Social Media Network Parler
Proceedings of the International Conference on Web and Social Media (ICWSM ’23) - Bär D, Pröllochs N, Feuerriegel S (2022)
Finding Qs: Profiling QAnon Supporters on Parler
Proceedings of the International Conference on Web and Social Media (ICWSM ’23) - Lutz B, Pröllochs N, Neumann D (2022)
Are Longer Reviews Always More Helpful? Disentangling the Interplay Between Review Length and Line of Argumentation
Journal of Business Research, 144, pp. 888 – 901. - Pröllochs N (2022)
Community-Based Fact-Checking on Twitter’s Birdwatch Platform
Proceedings of the International Conference on Web and Social Media (ICWSM ’22) - Pröllochs N, Bär D, Feuerriegel S (2021)
Emotions Explain Differences in the Diffusion of True vs. False Social Media Rumors
Scientific Reports, 11, 22721 - Pröllochs N, Bär D, Feuerriegel S (2021)
Emotions in Online Rumor Diffusion
EPJ Data Science, 10, 51 - Solovev K, Pröllochs N (2021)
Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
Proceedings of The Web Conference (WWW ’21) - Feuerriegel S, Pröllochs N (2021)
Investor Reaction to Financial Disclosures Across Topics: An Application of Latent Dirichlet Allocation
Decision Sciences, 52 (3), pp. 608 – 628 - Pröllochs N, Feuerriegel S, Lutz B, Neumann D (2020)
Negation Scope Detection for Sentiment Analysis: A Reinforcement Learning Framework for Replicating Human Interpretations
Information Sciences, 536, pp. 205 – 221 - Lutz B, Pröllochs N, Neumann D (2020)
Predicting Sentence-Level Polarity Labels of Financial News Using Abnormal Stock Returns
Expert Systems with Applications, 148, 113223 - Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D (2020)
Identifying Linguistic Cues of Fake News Associated with Cognitive and Affective Processing: Evidence from NeuroIS
Information Systems and Neuroscience, pp. 16 – 23 - Pröllochs N, Feuerriegel S (2020)
Business Analytics for Strategic Management: Identifying and Assessing Corporate Challenges via Topic Modeling
Information and Management, 57(1), 103070 - Lutz B, Pröllochs N, Neumann D (2019)
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews
Proceedings of the International Conference on Information Systems (ICIS ’19) - Pröllochs N, Feuerriegel S, Neumann D (2019)
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach
Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ’19) - Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D (2019)
Affective Information Processing of Fake News: Evidence from NeuroIS
Information Systems and Neuroscience, pp. 121 – 128 - Pröllochs N, Feuerriegel S (2019)
ReinforcementLearning: A Package to Perform Model-Free Reinforcement Learning in R
Journal of Open Source Software, 4(38), 1087 - Lutz B, Pröllochs N, Neumann D (2019)
Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning
Proceedings of the Hawaii International Conference on System Sciences (HICSS ’19) - Lutz B, Pröllochs N, Neumann D (2018)
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective
Proceedings of the International Conference on Information Systems (ICIS ’18) - Pröllochs N, Feuerriegel S, Neumann D (2018)
Statistical Inferences for Polarity Identification in Natural Language
PLOS One, 13(12), e0209323 - Hannemann F, Pröllochs N, Alfano S, Neumann D (2018)
Noise Trader Behavior – A Disaggregated Approach to News Reception and Processing in Financial Markets
Proceedings of the European Conference on Information Systems (ECIS ’18) - Pröllochs N, Adam M, Feuerriegel S, Neumann D (2018)
Information Processing of Financial News: The Role of Cognitive Dissonance and Information Avoidance
Proceedings of the European Conference on Information Systems (ECIS ’18) - Lutz B, Pröllochs N, Neumann D (2017)
Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews
Proceedings of the Australasian Conference on Information Systems (ACIS ’17) - Alfano S, Pröllochs N, Märkle-Huß J, Feuerriegel S, Neumann D (2017)
Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language
Proceedings of the Internationale Tagung Wirtschaftsinformatik (WI ’17) - Pröllochs N, Feuerriegel S, Neumann D (2016)
Negation Scope Detection in Sentiment Analysis: Decision Support for News-Driven Trading
Decision Support Systems, 88(1), pp. 67 – 75 - Pröllochs N, Feuerriegel S, Neumann D (2016)
Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market
Proceedings of the International Conference on Information Systems (ICIS ’16) - Alfano S, Rapp M, Pröllochs N, Feuerriegel S, Neumann D (2016)
Driven by News Tone? Understanding Information Processing When Covariates are Unknown: The Case of Natural Gas Price Movements
Proceedings of the Multikonferenz Wirtschaftsinformatik (MKWI ’16) - Pröllochs N, Feuerriegel S, Neumann D (2016)
Detecting Negation Scopes for Financial News Sentiment Using Reinforcement Learning
Proceedings of the Hawaii International Conference on System Sciences (HICSS ’16), Best Paper Award - Pröllochs N, Feuerriegel S, Neumann D (2015)
Generating Domain-Specific Dictionaries Using Bayesian Learning
Proceedings of the European Conference on Information Systems (ECIS ’15) - Pröllochs N, Feuerriegel S, Neumann D (2015)
Enhancing Sentiment Analysis of Financial News by Detecting Negation Scopes
Proceedings of the Hawaii International Conference on System Sciences (HICSS ’15), Nominated for the Best Paper Award