Publications
- Journal publications and articles in peer-reviewed conference proceedings
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- Maarouf A, Feuerriegel S, Pröllochs N (2024)
A Fused Large Language Model for Predicting Startup Success
European Journal of Operational Research, forthcoming. - Drolsbach C, Solovev K, Pröllochs N (2024)
Community Notes Increase Trust in Fact-Checking on Social Media
PNAS Nexus, 3(7), pgae217. - Chuai Y, Tian H, Pröllochs N, Lenzini G (2024)
Did the Roll-Out of Community Notes Reduce Engagement With Misinformation on X/Twitter?
Proceedings of the ACM on Human-Computer Interaction (CSCW). - Pilarski M, Solovev K, Pröllochs N (2024)
Community Notes vs. Snoping: How the Crowd Selects Fact-Checking Targets on Social Media
Proceedings of the International Conference on Web and Social Media (ICWSM '24), forthcoming. - Drolsbach C, Pröllochs N (2024)
Content Moderation on Social Media in the EU: Insights From the DSA Transparency Database
Companion Proceedings of the Web Conference (WWW ’24) - Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D (2024)
Which Linguistic Cues Make People Fall for Fake News? A Comparison of Cognitive and Affective Processing
Proceedings of the ACM on Human-Computer Interaction (CSCW) - Maarouf A, Pröllochs N, Feuerriegel S (2024)
The Virality of Hate Speech on Social Media
Proceedings of the ACM on Human-Computer Interaction (CSCW), forthcoming. - Feuerriegel S, DiResta R, Goldstein J, Kumar S, Lorenz-Spreen P, Tomz M, Pröllochs N (2023)
Research Can Help to Tackle AI-Generated Disinformation
Nature Human Behaviour, 7, pp. 1818 – 1821. - Geissler D, Bär D, Pröllochs N, Feuerriegel S (2023)
Russian Propaganda on Social Media During the 2022 Invasion of Ukraine
EPJ Data Science, 12, 35. - Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D (2023)
Affective Information Processing of Fake News: Evidence From NeuroIS
European Journal of Information Systems, Forthcoming. - Claire E. Robertson, Nicolas Pröllochs, Kaoru Schwarzenegger, Phillip Parnamets, Jay J. Van Bavel, Stefan Feuerriegel (2023)
Negativity Drives Online News Consumption
Nature Human Behaviour, 7, pp. 812 – 822. - Drolsbach C, Pröllochs N (2023)
Diffusion of Community Fact-Checked Misinformation on Twitter
Proceedings of the ACM on Human-Computer Interaction (CSCW). 7(CSCW2). - Pröllochs N, Feuerriegel S (2023)
Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior?
Proceedings of the ACM on Human-Computer Interaction (CSCW) - Drolsbach C, Pröllochs N (2023)
Believability and Harmfulness Shape the Virality of Misleading Social Media Posts
Proceedings of the Web Conference (WWW ’23) - Solovev K, Pröllochs N (2023)
Moralized Language Predicts Hate Speech on Social Media
PNAS Nexus, 2(1), pgac281 - Bär D, Pröllochs N, Feuerriegel S (2023)
New Threats to Society From Free-Speech Social Media Platforms
Communications of the ACM, 66(10), pp. 37 – 40. - Jakubik J, Vössing M, Bär D, Pröllochs N, Feuerriegel S (2023)
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 (2023)
Finding Qs: Profiling QAnon Supporters on Parler
Proceedings of the International Conference on Web and Social Media (ICWSM '23) - 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) - 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 – 621. - 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, 158, pp. 1 – 11. - 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 , NeuroIS Retreat, 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), pp. 1 – 13 - 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 40th International Conference on Information Systems (ICIS 2019) - Pröllochs N, Feuerriegel S, Neumann D (2019)
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach
Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), Minneapolis, MN, USA, June 2-7, 2019 - Lutz B, Marc A, Feuerriegel S, Pröllochs N, Neumann D (2019)
Affective Information Processing of Fake News: Evidence from NeuroIS
NeuroIS Retreat, Vienna, Austria, June 4-6, 2019 - Pröllochs N, Feuerriegel S (2019)
A Package to Perform Model-Free Reinforcement Learning in R
Journal of Open Source Software, 4(38), pp. 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 52th Hawaii International Conference on System Sciences (HICSS 2019), Grand Wailea, Maui, HI, USA, January 8-11, 2019 - 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 39th International Conference on Information Systems (ICIS 2018), San Francisco, CA, USA, December 13-16, 2018 - Pröllochs N, Feuerriegel S, Neumann D (2018)
Statistical Inferences for Polarity Identification in Natural Language
PLOS One, 13(12), pp. 1-21 - 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 26th European Conference on Information Systems (ECIS 2018), Portsmouth, UK, June 23-28, 2018 - 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 26th European Conference on Information Systems (ECIS 2018), Portsmouth, UK, June 23-28, 2018 - Lutz B, Pröllochs N, Neumann D (2017)
Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews
Proceedings of the 28th Australasian Conference on Information Systems (ACIS 2017), Hobart, Tasmania, Dec 4-6, 2017 - 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 13. Internationale Tagung Wirtschaftsinformatik (WI), St. Gallen, Switzerland - 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 37th International Conference on Information Systems (ICIS 2016), Dublin, Ireland, December 11-14, 2016 - 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 2016), Illmenau, Germany, March 9-11, 2016 - Pröllochs N, Feuerriegel S, Neumann D (2016)
Detecting Negation Scopes for Financial News Sentiment Using Reinforcement Learning
Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS 2016), Koloa, Kauai, HI, USA, January 5-8, 2016, Best Paper Award - Pröllochs N, Feuerriegel S, Neumann D (2015)
Generating Domain-Specific Dictionaries Using Bayesian Learning
Proceedings of the 23rd European Conference on Information Systems (ECIS 2015), Münster, Germany, May 26-29, 2015 - Pröllochs N, Feuerriegel S, Neumann D (2015)
Enhancing Sentiment Analysis of Financial News by Detecting Negation Scopes
Proceedings of the 48th Hawaii International Conference on System Sciences (HICSS 2015), Koloa, Kauai, HI, USA, January 5-8, 2015, Nominated for the Best Paper Award
- Maarouf A, Feuerriegel S, Pröllochs N (2024)