Claudia Wagner

Orcid: 0000-0002-0640-8221

Affiliations:
  • RWTH Aachen University, Germany
  • GESIS - Leibniz Institute for Social Sciences, Cologne, Germany (former)
  • University of Koblenz-Landau, Department of Computer Science, Koblenz, Germany (former)
  • Graz University of Technology, Austria (PhD)
  • Joanneum Research, Graz, Austria (former)


According to our database1, Claudia Wagner authored at least 77 papers between 2008 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Computational reproducibility in computational social science.
EPJ Data Sci., December, 2024

Bias-aware ranking from pairwise comparisons.
Data Min. Knowl. Discov., July, 2024

Individual and gender inequality in computer science: A career study of cohorts from 1970 to 2000.
Quant. Sci. Stud., 2024

Fair Pairs: Fairness-Aware Ranking Recovery from Pairwise Comparisons.
CoRR, 2024

The Unseen Targets of Hate - A Systematic Review of Hateful Communication Datasets.
CoRR, 2024

Sexism Detection on a Data Diet.
Proceedings of the Companion Publication of the 16th ACM Web Science Conference, 2024

You Are a Bot! - Studying the Development of Bot Accusations on Twitter.
Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

2023
ValiTex - a unified validation framework for computational text-based measures of social science constructs.
CoRR, 2023

People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Visibility layers: a framework for systematising the gender gap in Wikipedia content.
Internet Policy Rev., 2022

Link recommendations: Their impact on network structure and minorities.
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

The Hipster Paradox in Electronic Dance Music: How Musicians Trade Mainstream Success off against Alternative Status.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021
Inequality and Inequity in Network-based Ranking and Recommendation Algorithms.
CoRR, 2021

Explaining classification performance and bias via network structure and sampling technique.
Appl. Netw. Sci., 2021

The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

"Call me sexist, but..." : Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Bias in data-driven artificial intelligence systems - An introductory survey.
WIREs Data Mining Knowl. Discov., 2020

"Unsex me here": Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples.
CoRR, 2020

Bias in Data-driven AI Systems - An Introductory Survey.
CoRR, 2020

From the total survey error framework to an error framework for digital traces of humans: translation tutorial.
Proceedings of the FAT* '20: Conference on Fairness, 2020

On the Reliability and Validity of Detecting Approval of Political Actors in Tweets.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Responsible team players wanted: an analysis of soft skill requirements in job advertisements.
EPJ Data Sci., 2019

A Total Error Framework for Digital Traces of Humans.
CoRR, 2019

2018
What increases (social) media attention: Research impact, author prominence or title attractiveness?
CoRR, 2018

Gender disparities in Science? Dropout, productivity, Collaborations and Success of male and female Computer scientists.
Adv. Complex Syst., 2018

Towards Quantifying Sampling Bias in Network Inference.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Collective Attention towards Scientists and Research Topics.
Proceedings of the 10th ACM Conference on Web Science, 2018

2017
Homophily explains perception biases in social networks.
CoRR, 2017

Visibility of minorities in social networks.
CoRR, 2017

Gender Disparities in Science? Dropout, Productivity, Collaborations and Success of Male and Female Computer Scientists.
CoRR, 2017

Sampling from Social Networks with Attributes.
Proceedings of the 26th International Conference on World Wide Web, 2017

"(Weitergeleitet von Journalistin)": The Gendered Presentation of Professions on Wikipedia.
Proceedings of the 2017 ACM on Web Science Conference, 2017

Bias in Online Freelance Marketplaces: Evidence from TaskRabbit and Fiverr.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
Women through the glass ceiling: gender asymmetries in Wikipedia.
EPJ Data Sci., 2016

Women Through the Glass-Ceiling: Gender Asymmetries in Wikipedia.
CoRR, 2016

Wikiwhere: An interactive tool for studying the geographical provenance of Wikipedia references.
CoRR, 2016

Computational Social Science for the World Wide Web (CSSW3).
Proceedings of the 25th International Conference on World Wide Web, 2016

Inferring Gender from Names on the Web: A Comparative Evaluation of Gender Detection Methods.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Men eat on Mars, Women on Venus?: An Empirical Study of Food-Images.
Proceedings of the ACM Web Science Conference, 2015

Twitter as a Political Network: Predicting the Following and Unfollowing Behavior of German Politicians.
Proceedings of the ACM Web Science Conference, 2015

Mining cross-cultural relations from Wikipedia: A study of 31 European food cultures.
Proceedings of the ACM Web Science Conference, 2015

It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

2014
Semantic Stability and Implicit Consensus in Social Tagging Streams.
IEEE Trans. Comput. Soc. Syst., 2014

Computational Social Science for the World Wide Web.
IEEE Intell. Syst., 2014

The nature and evolution of online food preferences.
EPJ Data Sci., 2014

Understanding the impact of socialbot attacks in online social networks.
CoRR, 2014

A categorization scheme for socialbot attacks in online social networks.
CoRR, 2014

Semantic stability in social tagging streams.
Proceedings of the 23rd International World Wide Web Conference, 2014

Spatial and temporal patterns of online food preferences.
Proceedings of the 23rd International World Wide Web Conference, 2014

When Politicians Talk: Assessing Online Conversational Practices of Political Parties on Twitter.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

2013
Meaning as collective use: predicting semantic hashtag categories on twitter.
Proceedings of the 22nd International World Wide Web Conference, 2013

The utility of social and topical factors in anticipating repliers in Twitter conversations.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Religious Politicians and Creative Photographers: Automatic User Categorization in Twitter.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Speaker trait characterization in web videos: Uniting speech, language, and facial features.
Proceedings of the IEEE International Conference on Acoustics, 2013

The Wisdom of the Audience: An Empirical Study of Social Semantics in Twitter Streams.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Measuring the Topical Specificity of Online Communities.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

The Semantic Evolution of General and Specific Communities.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

2012
Ignorance Isn't Bliss: An Empirical Analysis of Attention Patterns in Online Communities.
Proceedings of the 2012 International Conference on Privacy, 2012

It's Not in Their Tweets: Modeling Topical Expertise of Twitter Users.
Proceedings of the 2012 International Conference on Privacy, 2012

When Social Bots Attack: Modeling Susceptibility of Users in Online Social Networks.
Proceedings of the WWW'12 Workshop on 'Making Sense of Microposts', 2012

Understanding Co-evolution of Social and Content Networks on Twitter.
Proceedings of the WWW'12 Workshop on 'Making Sense of Microposts', 2012

What Catches Your Attention? An Empirical Study of Attention Patterns in Community Forums.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Understanding experts' and novices' expertise judgment of twitter users.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Factors Influencing the Co-evolution of Social and Content Networks in Online Social Media.
Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Pragmatic Metadata Matters: How Data about the Usage of Data Effects Semantic User Models.
Proceedings of the 4th International Workshop on Social Data on the Web, 2011

The Interaction Ontology Model - Supporting the <i>Virtual Director</i> Orchestrating Real-Time Group Interaction.
Proceedings of the Advances in Multimedia Modeling, 2011

On the Way to a Science Intelligence: Visualizing TEL Tweets for Trend Detection.
Proceedings of the Towards Ubiquitous Learning, 2011

2010
The wisdom in tweetonomies: acquiring latent conceptual structures from social awareness streams.
Proceedings of the 3rd International Semantic Search Workshop, 2010

Looking for Experts? What can Linked Data do for You?
Proceedings of the WWW2010 Workshop on Linked Data on the Web, 2010

Harnessing semantic web technologies for solving the dilemma of content providers.
Proceedings of the Proceedings the 6th International Conference on Semantic Systems, 2010

Exploring the Wisdom of the Tweets: Towards Knowledge Acquisition from Social Awareness Streams.
Proceedings of the Semantic Web: Research and Applications, 2010

2009
The Linked Data Value Chain: A Lightweight Model for Business Engineers.
Proceedings of the 5th International Conference on Semantic Systems, 2009

Data Republishing on the Social Semantic Web.
Proceedings of the ESWC2009 Workshop on Trust and Privacy on the Social and Semantic Web (SPOT2009) Heraklion, 2009

2008
Recommending Tags for Pictures Based on Text, Visual Content and User Context.
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008


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