Nicolas Pröllochs

Orcid: 0000-0002-1835-7302

Affiliations:
  • University of Freiburg, Germany


According to our database1, Nicolas Pröllochs authored at least 48 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Affective information processing of fake news: evidence from NeuroIS.
Eur. J. Inf. Syst., September, 2024

The Virality of Hate Speech on Social Media.
Proc. ACM Hum. Comput. Interact., 2024

Which Linguistic Cues Make People Fall for Fake News? A Comparison of Cognitive and Affective Processing.
Proc. ACM Hum. Comput. Interact., 2024

Did the Roll-Out of Community Notes Reduce Engagement With Misinformation on X/Twitter?
Proc. ACM Hum. Comput. Interact., 2024

Community Fact-Checks Trigger Moral Outrage in Replies to Misleading Posts on Social Media.
CoRR, 2024

Community-based fact-checking reduces the spread of misleading posts on social media.
CoRR, 2024

A Fused Large Language Model for Predicting Startup Success.
CoRR, 2024

Content Moderation on Social Media in the EU: Insights From the DSA Transparency Database.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Community Notes vs. Snoping: How the Crowd Selects Fact-Checking Targets on Social Media.
Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

2023
Russian propaganda on social media during the 2022 invasion of Ukraine.
EPJ Data Sci., December, 2023

New Threats to Society from Free-Speech Social Media Platforms.
Commun. ACM, October, 2023

Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior?
Proc. ACM Hum. Comput. Interact., 2023

Diffusion of Community Fact-Checked Misinformation on Twitter.
Proc. ACM Hum. Comput. Interact., 2023

Political Elites in False Statements on the Internet.
CoRR, 2023

The Roll-Out of Community Notes Did Not Reduce Engagement With Misinformation on Twitter.
CoRR, 2023

Believability and Harmfulness Shape the Virality of Misleading Social Media Posts.
Proceedings of the ACM Web Conference 2023, 2023

Online Emotions during the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Finding Qs: Profiling QAnon Supporters on Parler.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

2022
Mechanisms of True and False Rumor Sharing in Social Media: Wisdom-of-Crowds or Herd Behavior?
CoRR, 2022

Moral Emotions Shape the Virality of COVID-19 Misinformation on Social Media.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Hate Speech in the Political Discourse on Social Media: Disparities Across Parties, Gender, and Ethnicity.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Community-Based Fact-Checking on Twitter's Birdwatch Platform.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021
Novel insights from the Plasmodium falciparum sporozoite-specific proteome by probabilistic integration of 26 studies.
PLoS Comput. Biol., 2021

Emotions in online rumor diffusion.
EPJ Data Sci., 2021

Investor Reaction to Financial Disclosures across Topics: An Application of Latent Dirichlet Allocation.
Decis. Sci., 2021

Integrating Floor Plans into Hedonic Models for Rent Price Appraisal.
Proceedings of the WWW '21: The Web Conference 2021, 2021

2020
Negation scope detection for sentiment analysis: A reinforcement learning framework for replicating human interpretations.
Inf. Sci., 2020

Business analytics for strategic management: Identifying and assessing corporate challenges via topic modeling.
Inf. Manag., 2020

Predicting sentence-level polarity labels of financial news using abnormal stock returns.
Expert Syst. Appl., 2020

2019
ReinforcementLearning: A Package to Perform Model-Free Reinforcement Learning in R.
J. Open Source Softw., 2019

Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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, 2019

Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
Reinforcement Learning in R.
CoRR, 2018

Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective.
Proceedings of the International Conference on Information Systems, 2018

Information Processing of Financial News: The Role of Cognitive Dissonance and Information Avoidance.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

Noise Trader Behavior - A Disaggregated Approach to Understanding News Reception in Financial Markets.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

2017
Understanding human language reception: a data-driven approach.
PhD thesis, 2017

Language That Matters: Statistical Inferences for Polarity Identification in Natural Language.
CoRR, 2017

Understanding Negations in Information Processing: Learning from Replicating Human Behavior.
CoRR, 2017

Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language.
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

Understanding the Role of Social Media in the Assessment of Retailer-Hosted Consumer Reviews.
Proceedings of the Australasian Conference on Information Systems, 2017

2016
Negation scope detection in sentiment analysis: Decision support for news-driven trading.
Decis. Support Syst., 2016

Driven by News Tone? Understanding Information Processing when Covariates are Unknown: The Case of Natural Gas Price Movements.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 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, 2016

Detecting Negation Scopes for Financial News Sentiment Using Reinforcement Learning.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015
Enhancing Sentiment Analysis of Financial News by Detecting Negation Scopes.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Generating Domain-Specific Dictionaries using Bayesian Learning.
Proceedings of the 23rd European Conference on Information Systems, 2015


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