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ORCIDClaudia Wagner 0001
Person information
- affiliation: RWTH Aachen University, Germany
- affiliation (former): GESIS - Leibniz Institute for Social Sciences, Cologne, Germany
- affiliation (former): University of Koblenz-Landau, Department of Computer Science, Koblenz, Germany
- affiliation (PhD): Graz University of Technology, Austria
- affiliation (former): Joanneum Research, Graz, Austria
Other persons with the same name
- Claudia Wagner 0002 — German Police University, Department of Social Work and Organizational Psychology, Münster, Germany
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2020 – today
- 2024
[j12]Antonio Ferrara
, Francesco Bonchi, Francesco Fabbri, Fariba Karimi, Claudia Wagner:
Bias-aware ranking from pairwise comparisons. Data Min. Knowl. Discov. 38(4): 2062-2086 (2024)- [j11]David Schoch, Chung-hong Chan, Claudia Wagner, Arnim Bleier:
Computational reproducibility in computational social science. EPJ Data Sci. 13(1): 75 (2024) - [j10]Haiko Lietz, Mohsen Jadidi, Daniel Kostic, Milena Tsvetkova, Claudia Wagner:
Individual and gender inequality in computer science: A career study of cohorts from 1970 to 2000. Quant. Sci. Stud. 5(1): 128-152 (2024) - [c50]Dennis Assenmacher, Leon Fröhling, Claudia Wagner:
You Are a Bot! - Studying the Development of Bot Accusations on Twitter. ICWSM 2024: 113-125 - [c49]Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner:
Sexism Detection on a Data Diet. WebSci (Companion) 2024: 94-102 - [i36]Zehui Yu, Indira Sen, Dennis Assenmacher, Mattia Samory, Leon Fröhling, Christina Dahn, Debora Nozza, Claudia Wagner:
The Unseen Targets of Hate - A Systematic Review of Hateful Communication Datasets. CoRR abs/2405.08562 (2024) - [i35]Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner:
Sexism Detection on a Data Diet. CoRR abs/2406.04892 (2024) - [i34]Georg Ahnert, Antonio Ferrara, Claudia Wagner:
Fair Pairs: Fairness-Aware Ranking Recovery from Pairwise Comparisons. CoRR abs/2408.13034 (2024) - 2023
- [c48]Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagner:
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection. EMNLP 2023: 10480-10504 - [i33]Dennis Assenmacher, Leon Fröhling, Claudia Wagner:
You are a Bot! - Studying the Development of Bot Accusations on Twitter. CoRR abs/2302.00546 (2023) - [i32]David Schoch, Chung-hong Chan, Claudia Wagner, Arnim Bleier:
Computational Reproducibility in Computational Social Science. CoRR abs/2307.01918 (2023) - [i31]Lukas Birkenmaier, Clemens Lechner, Claudia Wagner:
ValiTex - a unified validation framework for computational text-based measures of social science constructs. CoRR abs/2307.02863 (2023) - [i30]Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagner:
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection. CoRR abs/2311.01270 (2023) - [i29]Haiko Lietz, Mohsen Jadidi, Daniel Kostic, Milena Tsvetkova, Claudia Wagner:
Individual and gender inequality in computer science: A career study of cohorts from 1970 to 2000. CoRR abs/2311.04559 (2023) - 2022
- [j9]Pablo Beytía, Claudia Wagner:
Visibility layers: a framework for systematising the gender gap in Wikipedia content. Internet Policy Rev. 11(1) (2022) - [c47]Mohsen Jadidi, Haiko Lietz, Mattia Samory, Claudia Wagner:
The Hipster Paradox in Electronic Dance Music: How Musicians Trade Mainstream Success off against Alternative Status. ICWSM 2022: 370-380 - [c46]Indira Sen, Mattia Samory, Claudia Wagner, Isabelle Augenstein:
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection. NAACL-HLT 2022: 4716-4726 - [c45]Antonio Ferrara, Lisette Espin Noboa, Fariba Karimi, Claudia Wagner:
Link recommendations: Their impact on network structure and minorities. WebSci 2022: 228-238 - [i28]Indira Sen, Mattia Samory, Claudia Wagner, Isabelle Augenstein:
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection. CoRR abs/2205.04238 (2022) - [i27]Antonio Ferrara, Lisette Espín-Noboa, Fariba Karimi, Claudia Wagner:
Link recommendations: Their impact on network structure and minorities. CoRR abs/2205.06048 (2022) - [i26]Mohsen Jadidi, Haiko Lietz, Mattia Samory, Claudia Wagner:
The Hipster Paradox in Electronic Dance Music: How Musicians Trade Mainstream Success off against Alternative Status. CoRR abs/2206.00268 (2022) - 2021
- [j8]Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner:
Explaining classification performance and bias via network structure and sampling technique. Appl. Netw. Sci. 6(1): 78 (2021) - [c44]Indira Sen, Mattia Samory, Fabian Flöck, Claudia Wagner, Isabelle Augenstein:
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP (1) 2021: 325-344 - [c43]Juhi Kulshrestha, Marcos Oliveira, Orkut Karaçalik, Denis Bonnay, Claudia Wagner:
Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data. ICWSM 2021: 327-338 - [c42]Mattia Samory, Indira Sen, Julian Kohne, Fabian Flöck, Claudia Wagner:
"Call me sexist, but..." : Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples. ICWSM 2021: 573-584 - [c41]Georg Ahnert, Ivan Smirnov, Florian Lemmerich, Claudia Wagner, Markus Strohmaier:
The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness. UMAP (Adjunct Publication) 2021: 401-403 - [i25]Georg Ahnert, Ivan Smirnov, Florian Lemmerich, Claudia Wagner, Markus Strohmaier:
The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness. CoRR abs/2102.04119 (2021) - [i24]Indira Sen, Mattia Samory, Fabian Flöck, Claudia Wagner, Isabelle Augenstein:
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? CoRR abs/2109.07022 (2021) - [i23]Lisette Espín-Noboa, Claudia Wagner, Markus Strohmaier, Fariba Karimi:
Inequality and Inequity in Network-based Ranking and Recommendation Algorithms. CoRR abs/2110.00072 (2021) - 2020
- [j7]Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab:
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10(3) (2020) - [c40]Indira Sen, Fabian Flöck, Claudia Wagner:
On the Reliability and Validity of Detecting Approval of Political Actors in Tweets. EMNLP (1) 2020: 1413-1426 - [c39]Indira Sen, Fabian Flöck, Katrin Weller, Bernd Weiss, Claudia Wagner:
From the total survey error framework to an error framework for digital traces of humans: translation tutorial. FAT* 2020: 701 - [i22]Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab:
Bias in Data-driven AI Systems - An Introductory Survey. CoRR abs/2001.09762 (2020) - [i21]Mattia Samory, Indira Sen, Julian Kohne, Fabian Flöck, Claudia Wagner:
"Unsex me here": Revisiting Sexism Detection Using Psychological Scales and Adversarial Samples. CoRR abs/2004.12764 (2020) - [i20]Juhi Kulshrestha, Marcos Oliveira, Orkut Karaçalik, Denis Bonnay, Claudia Wagner:
Web Routineness and Limits of Predictability: Investigating Demographic and Behavioral Differences Using Web Tracking Data. CoRR abs/2012.15112 (2020)
2010 – 2019
- 2019
- [j6]Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner, Eric Malmi:
Responsible team players wanted: an analysis of soft skill requirements in job advertisements. EPJ Data Sci. 8(1): 13:1-13:20 (2019) - [e2]Ingmar Weber, Kareem Darwish, Claudia Wagner, Emilio Zagheni, Laura Nelson, Samin Aref, Fabian Flöck:
Social Informatics - 11th International Conference, SocInfo 2019, Doha, Qatar, November 18-21, 2019, Proceedings. Lecture Notes in Computer Science 11864, Springer 2019, ISBN 978-3-030-34970-7 [contents] - [i19]Indira Sen, Fabian Flöck, Katrin Weller, Bernd Weiss, Claudia Wagner:
A Total Error Framework for Digital Traces of Humans. CoRR abs/1907.08228 (2019) - 2018
- [j5]Mohsen Jadidi, Fariba Karimi, Haiko Lietz, Claudia Wagner:
Gender disparities in Science? Dropout, productivity, Collaborations and Success of male and female Computer scientists. Adv. Complex Syst. 21(3-4): 1750011:1-1750011:23 (2018) - [c38]Claudia Wagner, Olga Zagovora, Tatiana Sennikova, Fariba Karimi:
Collective Attention towards Scientists and Research Topics. WebSci 2018: 11-15 - [c37]Lisette Espin Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman:
Towards Quantifying Sampling Bias in Network Inference. WWW (Companion Volume) 2018: 1277-1285 - [e1]Malvina Nissim, Viviana Patti, Barbara Plank, Claudia Wagner:
Proceedings of the Second Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media, PEOPLES@NAACL-HTL 2018, New Orleans, Louisiana, USA, June 6, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-17-9 [contents] - [i18]Lisette Espin Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman:
Towards Quantifying Sampling Bias in Network Inference. CoRR abs/1803.02422 (2018) - [i17]Claudia Wagner, Olga Zagovora, Tatiana Sennikova, Fariba Karimi:
Collective Attention towards Scientists and Research Topics. CoRR abs/1804.06288 (2018) - [i16]Olga Zagovora, Katrin Weller, Milan Janosov, Claudia Wagner, Isabella Peters:
What increases (social) media attention: Research impact, author prominence or title attractiveness? CoRR abs/1809.06299 (2018) - [i15]Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner, Eric Malmi:
Responsible team players wanted: an analysis of soft skill requirements in job advertisements. CoRR abs/1810.07781 (2018) - 2017
- [c36]Aniko Hannak, Claudia Wagner, David García, Alan Mislove, Markus Strohmaier, Christo Wilson:
Bias in Online Freelance Marketplaces: Evidence from TaskRabbit and Fiverr. CSCW 2017: 1914-1933 - [c35]Olga Zagovora, Fabian Flöck, Claudia Wagner:
"(Weitergeleitet von Journalistin)": The Gendered Presentation of Professions on Wikipedia. WebSci 2017: 83-92 - [c34]Claudia Wagner, Philipp Singer, Fariba Karimi, Jürgen Pfeffer, Markus Strohmaier:
Sampling from Social Networks with Attributes. WWW 2017: 1181-1190 - [i14]Fariba Karimi, Mathieu Génois, Claudia Wagner, Philipp Singer, Markus Strohmaier:
Visibility of minorities in social networks. CoRR abs/1702.00150 (2017) - [i13]Claudia Wagner, Philipp Singer, Fariba Karimi, Jürgen Pfeffer, Markus Strohmaier:
Sampling from Social Networks with Attributes. CoRR abs/1702.05427 (2017) - [i12]Mohsen Jadidi, Fariba Karimi, Claudia Wagner:
Gender Disparities in Science? Dropout, Productivity, Collaborations and Success of Male and Female Computer Scientists. CoRR abs/1704.05801 (2017) - [i11]Olga Zagovora, Fabian Flöck, Claudia Wagner:
"(Weitergeleitet von Journalistin)": The Gendered Presentation of Professions on Wikipedia. CoRR abs/1706.03848 (2017) - [i10]Eun Lee, Fariba Karimi, Hang-Hyun Jo, Markus Strohmaier, Claudia Wagner:
Homophily explains perception biases in social networks. CoRR abs/1710.08601 (2017) - 2016
- [j4]Claudia Wagner, Eduardo Graells-Garrido, David García, Filippo Menczer:
Women through the glass ceiling: gender asymmetries in Wikipedia. EPJ Data Sci. 5(1): 5 (2016) - [c33]Fariba Karimi, Claudia Wagner, Florian Lemmerich, Mohsen Jadidi, Markus Strohmaier:
Inferring Gender from Names on the Web: A Comparative Evaluation of Gender Detection Methods. WWW (Companion Volume) 2016: 53-54 - [c32]Ingmar Weber, Claudia Wagner, Markus Strohmaier, Luca Maria Aiello:
Computational Social Science for the World Wide Web (CSSW3). WWW (Companion Volume) 2016: 1037-1038 - [i9]Claudia Wagner, Eduardo Graells-Garrido, David García:
Women Through the Glass-Ceiling: Gender Asymmetries in Wikipedia. CoRR abs/1601.04890 (2016) - [i8]Fariba Karimi, Claudia Wagner, Florian Lemmerich, Mohsen Jadidi, Markus Strohmaier:
Inferring Gender from Names on the Web: A Comparative Evaluation of Gender Detection Methods. CoRR abs/1603.04322 (2016) - [i7]Martin Körner, Tatiana Sennikova, Florian Windhäuser, Claudia Wagner, Fabian Flöck:
Wikiwhere: An interactive tool for studying the geographical provenance of Wikipedia references. CoRR abs/1612.00985 (2016) - 2015
- [c31]Claudia Wagner, David García, Mohsen Jadidi, Markus Strohmaier:
It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia. ICWSM 2015: 454-463 - [c30]Paul Laufer, Claudia Wagner, Fabian Flöck, Markus Strohmaier:
Mining cross-cultural relations from Wikipedia: A study of 31 European food cultures. WebSci 2015: 3:1-3:10 - [c29]Julia Perl, Claudia Wagner, Jérôme Kunegis, Steffen Staab:
Twitter as a Political Network: Predicting the Following and Unfollowing Behavior of German Politicians. WebSci 2015: 51:1-51:2 - [c28]Claudia Wagner, Luca Maria Aiello:
Men eat on Mars, Women on Venus?: An Empirical Study of Food-Images. WebSci 2015: 63:1-63:3 - [i6]Claudia Wagner, David García, Mohsen Jadidi, Markus Strohmaier:
It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia. CoRR abs/1501.06307 (2015) - 2014
- [j3]Claudia Wagner, Philipp Singer, Markus Strohmaier:
The nature and evolution of online food preferences. EPJ Data Sci. 3(1): 38 (2014) - [j2]Markus Strohmaier, Claudia Wagner:
Computational Social Science for the World Wide Web. IEEE Intell. Syst. 29(5): 84-88 (2014) - [j1]Claudia Wagner, Philipp Singer, Markus Strohmaier, Bernardo A. Huberman:
Semantic Stability and Implicit Consensus in Social Tagging Streams. IEEE Trans. Comput. Soc. Syst. 1(1): 108-120 (2014) - [c27]Haiko Lietz, Claudia Wagner, Arnim Bleier, Markus Strohmaier:
When Politicians Talk: Assessing Online Conversational Practices of Political Parties on Twitter. ICWSM 2014 - [c26]Claudia Wagner, Philipp Singer, Markus Strohmaier:
Spatial and temporal patterns of online food preferences. WWW (Companion Volume) 2014: 553-554 - [c25]Claudia Wagner, Philipp Singer, Markus Strohmaier, Bernardo A. Huberman:
Semantic stability in social tagging streams. WWW 2014: 735-746 - [i5]Silvia Mitter, Claudia Wagner, Markus Strohmaier:
A categorization scheme for socialbot attacks in online social networks. CoRR abs/1402.6288 (2014) - [i4]Silvia Mitter, Claudia Wagner, Markus Strohmaier:
Understanding the impact of socialbot attacks in online social networks. CoRR abs/1402.6289 (2014) - [i3]Haiko Lietz, Claudia Wagner, Arnim Bleier, Markus Strohmaier:
When Politicians Talk: Assessing Online Conversational Practices of Political Parties on Twitter. CoRR abs/1405.6824 (2014) - [i2]Paul Laufer, Claudia Wagner, Fabian Flöck, Markus Strohmaier:
Mining cross-cultural relations from Wikipedia - A study of 31 European food cultures. CoRR abs/1411.4484 (2014) - 2013
- [c24]Matthew Rowe, Claudia Wagner:
The Semantic Evolution of General and Specific Communities. ESWC (Satellite Events) 2013: 277-278 - [c23]Matthew Rowe, Claudia Wagner, Markus Strohmaier, Harith Alani:
Measuring the Topical Specificity of Online Communities. ESWC 2013: 472-486 - [c22]Claudia Wagner, Philipp Singer, Lisa Posch, Markus Strohmaier:
The Wisdom of the Audience: An Empirical Study of Social Semantics in Twitter Streams. ESWC 2013: 502-516 - [c21]Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller, Louis-Philippe Morency:
Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP 2013: 3647-3651 - [c20]Claudia Wagner, Sitaram Asur, Joshua M. Hailpern:
Religious Politicians and Creative Photographers: Automatic User Categorization in Twitter. SocialCom 2013: 303-310 - [c19]Johannes Schantl, Rene Kaiser, Claudia Wagner, Markus Strohmaier:
The utility of social and topical factors in anticipating repliers in Twitter conversations. WebSci 2013: 376-385 - [c18]Lisa Posch, Claudia Wagner, Philipp Singer, Markus Strohmaier:
Meaning as collective use: predicting semantic hashtag categories on twitter. WWW (Companion Volume) 2013: 621-628 - [i1]Claudia Wagner, Philipp Singer, Markus Strohmaier, Bernardo A. Huberman:
Semantic Stability in Social Tagging Streams. CoRR abs/1311.1162 (2013) - 2012
- [c17]Qingzi Vera Liao, Claudia Wagner, Peter Pirolli, Wai-Tat Fu:
Understanding experts' and novices' expertise judgment of twitter users. CHI 2012: 2461-2464 - [c16]Claudia Wagner, Matthew Rowe, Markus Strohmaier, Harith Alani:
What Catches Your Attention? An Empirical Study of Attention Patterns in Community Forums. ICWSM 2012 - [c15]Claudia Wagner, Silvia Mitter, Christian Körner, Markus Strohmaier:
When Social Bots Attack: Modeling Susceptibility of Users in Online Social Networks. #MSM 2012: 41-48 - [c14]Philipp Singer, Claudia Wagner, Markus Strohmaier:
Understanding Co-evolution of Social and Content Networks on Twitter. #MSM 2012: 57-60 - [c13]Claudia Wagner, Vera Liao, Peter Pirolli, Les Nelson, Markus Strohmaier:
It's Not in Their Tweets: Modeling Topical Expertise of Twitter Users. SocialCom/PASSAT 2012: 91-100 - [c12]Claudia Wagner, Matthew Rowe, Markus Strohmaier, Harith Alani:
Ignorance Isn't Bliss: An Empirical Analysis of Attention Patterns in Online Communities. SocialCom/PASSAT 2012: 101-110 - 2011
- [c11]Peter Kraker, Claudia Wagner, Fleur Jeanquartier, Stefanie N. Lindstaedt:
On the Way to a Science Intelligence: Visualizing TEL Tweets for Trend Detection. EC-TEL 2011: 220-232 - [c10]Rene Kaiser, Claudia Wagner, Martin Höffernig, Harald Mayer:
The Interaction Ontology Model - Supporting the Virtual Director Orchestrating Real-Time Group Interaction. MMM (2) 2011: 263-273 - [c9]Claudia Wagner, Markus Strohmaier, Yulan He:
Pragmatic Metadata Matters: How Data about the Usage of Data Effects Semantic User Models. SDoW@ISWC 2011 - [c8]Philipp Singer, Claudia Wagner, Markus Strohmaier:
Factors Influencing the Co-evolution of Social and Content Networks in Online Social Media. MSM/MUSE 2011: 40-59 - 2010
- [c7]Claudia Wagner:
Exploring the Wisdom of the Tweets: Towards Knowledge Acquisition from Social Awareness Streams. ESWC (2) 2010: 493-497 - [c6]Claudia Wagner, Peter Scheir, Alexander Stocker, Wolfgang Halb:
Harnessing semantic web technologies for solving the dilemma of content providers. I-SEMANTICS 2010 - [c5]Milan Stankovic, Claudia Wagner, Jelena Jovanovic, Philippe Laublet:
Looking for Experts? What can Linked Data do for You? LDOW 2010 - [c4]Claudia Wagner, Markus Strohmaier:
The wisdom in tweetonomies: acquiring latent conceptual structures from social awareness streams. SEMSEARCH@WWW 2010: 6:1-6:10
2000 – 2009
- 2009
- [c3]Claudia Wagner, Enrico Motta:
Data Republishing on the Social Semantic Web. SPOT@ESWC 2009 - [c2]Atif Latif, Anwar Us Saeed, Patrick Höfler, Alexander Stocker, Claudia Wagner:
The Linked Data Value Chain: A Lightweight Model for Business Engineers. I-SEMANTICS 2009: 568-575 - 2008
- [c1]Stefanie N. Lindstaedt, Viktoria Pammer, Roland Mörzinger, Roman Kern, Helmut Mülner, Claudia Wagner:
Recommending Tags for Pictures Based on Text, Visual Content and User Context. ICIW 2008: 506-511
Coauthor Index
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