DE | EN

Janina Susanne Lütke-Stockdiek, MSC

Current affiliations

Research Group Computational Social Science and Systems Analysis (CSSSA)

0000-0001-5251-1169

Curriculum Vitae (CV)

Data Science
Data Stream Mining / Learning
Machine Learning
Social Media Analytics: Mis- and Disinformation Campaigns

Academic Education
10/2019 - 03/2022	Master of Science in Information Systems at the University of Münster
10/2016 - 09/2019	Bachelor of Science in Information Systems
Work Experience
since 04/2022	Research Associate at the Chair of Data Science: Statistics and Optimisation, Department of Information Systems, WWU Münster, Münster, Germany
04/2018 - 03/2022	Graduate Student Assistant at the Chair of Data Science: Statistics and Optimisation, Department of Information Systems, WWU Münster, Münster, Germany
Functions and Memberships
since 05/2022	CLAIRE \| Rising Researchers Network

Publications

Benchmarking Sentence Embeddings in Textual Stream Clustering with Applications to Campaign Detection Stampe, Lucas; Lütke-Stockdiek, Janina; Grimme, Britta; Grimme, Christian (2024) In: (eds.), Proceedings of the IEEE World Congress on Computational Intelligence . (no publisher available). Type of Publication: Research article in edited proceedings (conference)
Social Bots Spreading Disinformation About Finance: Research Trends, and Ethical Challenges Pohl, Janina; Griesbach, Marie; Samiei, Alireza; de Araujo, Adelson (2024) In: Judit Bayer, Christian Grimme (eds.), Code and Conscience: Exploring Technology, Human Rights, and Ethics in Multidisciplinary AI Education. Online: Springer Publishing. Type of Publication: Research article (book contribution)
Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing the Macrosocial Effects of Prebunking Interventions Klapproth, Johanna; Unger, Saïd; Pohl, Janina; Boberg, Svenja; Grimme, Christian; Quandt, Thorsten (2023) In: Bui, Tung X. (eds.), Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS). Honolulu, HI, USA: ScholarSpace. Type of Publication: Research article in edited proceedings (conference)
Invasion@Ukraine: Providing and describing a Twitter streaming dataset that captures the outbreak of war between Russia and Ukraine in 2022 Pohl, Janina Susanne; Markmann, Simon; Assenmacher, Dennis; Grimme, Christian (2023) In: Lin, Yu-Ru; Cha, Meeyoung; Quercia, Daniele (eds.), Proceedings of the Seventeenth International AAAI Conference on Web and Social Media. Palo Alto, CA, USA: AAAI Press. Type of Publication: Research article in edited proceedings (conference)
Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media Grimme, Britta; Pohl, Janina; Winkelmann, Hendrik; Stampe, Lucas; Grimme, Christian (2023) In: Ceolin, Davide; Caselli, Tommaso; Tulin, Marina (eds.), Disinformation in Open Online Media. Amsterdam, Niederlande: Springer. Type of Publication: Research article in edited proceedings (conference)

Show all publications

Projects

The role of Large Language Models in the Detection/Mitigation of Disinformation Duration: 01/02/2024 - 31/12/2025 Funded by: DAAD - Programm des projektbezogenen Personenaustauschs mit verschiedenen Partnerländern Type of project: Individual project
Joint Research Project: Real-time detection and analysis of hybrid disinformation campaigns in online media (HybriD) (HybriD) Duration: 01/10/2021 - 30/09/2024 Funded by: Federal Ministry of Education and Research Type of project: Participation in BMBF-joint project
Detection & Analysis of Social Bots in 2021 (SocialBots2021) Duration: 01/07/2021 - 30/11/2021 Funded by: Federal Office for Information Security Type of project: Individual project
Visualization and Analysis of Textual Stream Clustering Data for the Detection of Manipulative Campaigns in Social Media Duration: 01/05/2020 - 30/04/2021 Type of project: Own resources project

Talks

Human-AI Collaboration on Disinformation Campaign Detection in Social Media Grimme, Christian; Klapproth, Johanna; Stampe, Lucas; Lütke Stockdiek, Janina; Unger, Said; Quandt, Thorsten (23/04/2024) AI Research EXPO by CeNoS & InterKI, Münster Type of talk: scientific talk
Breaking Boundaries: Cross-Platform Analysis of User and Information Dynamics in the Case of German Climate Change Discussion Klapproth, Johanna; Pohl, Janina; Unger, Saïd; Stampe, Lucas; Boberg, Svenja; Grimme, Christian; Quandt, Thorsten (22/11/2023) 5th Symposium on Multidisciplinary International Symposium on Disinformation in Open Online Media, Amsterdam Type of talk: scientific talk
Resisting Interventions: An agent based model of the effect of tie-dissolution on the diffusion of disinformation and prebunking interventions Unger, Saïd; Klapproth, Johanna; Pohl, Janina; Boberg, Svenja; Grimme, Christian; Quandt, Thorsten (21/11/2023) 5th Symposium on Multidisciplinary International Symposium on Disinformation in Open Online Media, Amsterdam Type of talk: scientific talk
Countering Disinformation Campaigns: Analyzing Information Diffusion and Macrosocial Effects of Temporally Dynamic and Platform-Specific Intervention Strategies Klapproth, Johanna; Unger, Saïd; Pohl, Janina; Boberg, Svenja; Grimme, Christian; Quandt, Thorsten (26/05/2023) 73rd Annual International Communication Association Conference (ICA), Toronto Type of talk: scientific talk
Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing Macrosocial Effects of Prebunking Interventions Klapproth, Johanna; Unger, Saïd; Pohl, Janina; Boberg, Svenja; Grimme, Christian; Quandt, Thorsten (03/01/2023) 56th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii Type of talk: scientific talk