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07/06/2023
ValiTex – a unified validation framework for computational text-based measures of social science constructs
Guidance on how to validate computational text-based measures of social ...
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07/04/2023
Computational Reproducibility in Computational Social Science
In the last decade, replication and reproducibility crises have shaken t...
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02/01/2023
You are a Bot! – Studying the Development of Bot Accusations on Twitter
The characterization and detection of social bots with their presumed ab...
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05/09/2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection
Counterfactually Augmented Data (CAD) aims to improve out-of-domain gene...
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09/14/2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?
As NLP models are increasingly deployed in socially situated settings su...
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02/08/2021
The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness
Measures of algorithmic fairness often do not account for human percepti...
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12/30/2020
Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data
Understanding human activities and movements on the Web is not only impo...
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04/27/2020
"Unsex me here": Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples
To effectively tackle sexism online, research has focused on automated m...
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01/14/2020
Bias in Data-driven AI Systems – An Introductory Survey
AI-based systems are widely employed nowadays to make decisions that hav...
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07/18/2019
A Total Error Framework for Digital Traces of Humans
The interactions and activities of hundreds of millions of people worldw...
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10/13/2018
Responsible team players wanted: an analysis of soft skill requirements in job advertisements
During the past decades the importance of soft skills for labour market ...
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09/17/2018
What increases (social) media attention: Research impact, author prominence or title attractiveness?
Do only major scientific breakthroughs hit the news and social media, or...
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04/17/2018