Publications | Janina Susanne Lütke-Stockdiek | Department of Information Systems

Janina Susanne Lütke-Stockdiek, MSC
Research Assistant

Research Group Computational Social Science and Systems Analysis

Leonardo Campus 3
48149 Münster

Room: 301

Phone: +49 251 83-38206
janina.lsd@uni-muenster.de

External profiles:
ResearchGate
LinkedIn

2023

Research article in proceedings (conference)

Grimme, B., Pohl, J., Winkelmann, H., Stampe, L., & Grimme, C. (2023). Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media. In Ceolin, D., Caselli, T., & Tulin, M. (Eds.), Disinformation in Open Online Media (pp. 72–87). Lecture Notes in Computer Science: Vol. 14397. Amsterdam, Niederlande: Springer.
More details BibTeX DOI

@inproceedings{GrimmePWSG2023LostInTransformation,
  author = {Britta Grimme and Janina Pohl and Hendrik Winkelmann and Lucas Stampe and Christian Grimme},
  title = {Lost in Transformation: Rediscovering LLM-Generated Campaigns in Social Media},
  booktitle = {Disinformation in Open Online Media},
  pages = {72--87},
  series = {Lecture Notes in Computer Science},
  volume = {14397},
  editor = {Davide Ceolin and Tommaso Caselli and Marina Tulin},
  year = {2023},
  publisher = {Springer},
  address = {Amsterdam, Niederlande},
  isbn = {978-3-031-47895-6},
  doi = {10.1007/978-3-031-47896-3_6},
  note = {Publication status: Published}
}

Klapproth, J., Unger, S., Pohl, J., Boberg, S., Grimme, C., & Quandt, T. (2023). Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing the Macrosocial Effects of Prebunking Interventions. In Bui, T. X. (Ed.), Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS) (pp. 2411–2420). Honolulu, HI, USA: ScholarSpace.
More details BibTeX Full text

@inproceedings{KlapprothUPBGQ2023ImmunizeThe,
  author = {Johanna Klapproth and Saïd Unger and Janina Pohl and Svenja Boberg and Christian Grimme and Thorsten Quandt},
  title = {Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing the Macrosocial Effects of Prebunking Interventions},
  booktitle = {Proceedings of the 56$^{th}$ Hawaii International Conference on System Sciences (HICSS)},
  pages = {2411--2420},
  editor = {Tung X. Bui},
  year = {2023},
  publisher = {ScholarSpace},
  address = {Honolulu, HI, USA},
  isbn = {978-0-9981331-6-4},
  issn = {2572-6862},
  url = {https://scholarspace.manoa.hawaii.edu/server/api/core/bitstreams/0a50d519-d583-4f3d-95a0-df72b3f5cb54/content},
  note = {Publication status: Published}
}

Pohl, J. S., Markmann, S., Assenmacher, D., & Grimme, C. (2023). Invasion@Ukraine: Providing and describing a Twitter streaming dataset that captures the outbreak of war between Russia and Ukraine in 2022. In Lin, Y.-R., Cha, M., & Quercia, D. (Eds.), Proceedings of the Seventeenth International AAAI Conference on Web and Social Media (pp. 1093–1101). Palo Alto, CA, USA: AAAI Press.
More details BibTeX Full text

@inproceedings{PohlMAG2023InvasionUkraine,
  author = {Janina Susanne Pohl and Simon Markmann and Dennis Assenmacher and Christian Grimme},
  title = {Invasion@Ukraine: Providing and describing a Twitter streaming dataset that captures the outbreak of war between Russia and Ukraine in 2022},
  booktitle = {Proceedings of the Seventeenth International AAAI Conference on Web and Social Media},
  pages = {1093--1101},
  volume = {17},
  editor = {Yu-Ru Lin and Meeyoung Cha and Daniele Quercia},
  year = {2023},
  publisher = {AAAI Press},
  address = {Palo Alto, CA, USA},
  url = {https://ojs.aaai.org/index.php/ICWSM/article/view/22217},
  note = {Publication status: Published}
}

Stampe, L., Pohl, J., & Grimme, C. (2023). Towards Multimodal Campaign Detection: Including Image Information in Stream Clustering to Detect Social Media Campaigns. In Ceolin, D., Caselli, T., & Tulin, M. (Eds.), Disinformation in Open Online Media (pp. 144–159). Lecture Notes in Computer Science: Vol. 14397. Amsterdam: Springer.
More details BibTeX DOI

@inproceedings{StampePG2023TowardsMultimodal,
  author = {Lucas Stampe and Janina Pohl and Christian Grimme},
  title = {Towards Multimodal Campaign Detection: Including Image Information in Stream Clustering to Detect Social Media Campaigns},
  booktitle = {Disinformation in Open Online Media},
  pages = {144--159},
  series = {Lecture Notes in Computer Science},
  volume = {14397},
  editor = {Davide Ceolin and Tommaso Caselli and Marina Tulin},
  year = {2023},
  publisher = {Springer},
  address = {Amsterdam},
  isbn = {978-3-031-47895-6},
  doi = {10.1007/978-3-031-47896-3_11},
  note = {Publication status: Published}
}

2022

Research article in proceedings (conference)

Grimme, C., Pohl, J., Cresci, S., Lüling, R., & Preuss, M. (2022). New Automation for Social Bots: From Trivial Behavior to AI-Powered Communication. In Spezzano, F., Amaral, A., Ceolin, D., Fazio, L., & Serra, E. (Eds.), Proceedings of the 4th Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM) (1st ed., pp. 79–99). Lecture Notes in Computer Science: Vol. 4. Cham, Switzerland: Springer Nature.
More details BibTeX Full text DOI

@inproceedings{GrimmePCLP2022NewAutomation,
  author = {Christian Grimme and Janina Pohl and Stefano Cresci and Ralf Lüling and Mike Preuss},
  title = {New Automation for Social Bots: From Trivial Behavior to AI-Powered Communication},
  booktitle = {Proceedings of the 4$^{th}$ Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM)},
  pages = {79--99},
  series = {Lecture Notes in Computer Science},
  volume = {4},
  editor = {Francesca Spezzano and Adriana Amaral and Davide Ceolin and Lisa Fazio and Edoardo Serra},
  year = {2022},
  publisher = {Springer Nature},
  address = {Cham, Switzerland},
  doi = {10.1007/978-3-031-18253-2_6},
  url = {https://link.springer.com/chapter/10.1007/978-3-031-18253-2_6},
  note = {Publication status: Published}
}

Pohl, J. S., Assenmacher, D., Seiler, M. V., Trautmann, H., & Grimme, C. (2022). Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. In Association, f. t. A. o. A. I. (. (Ed.), Workshop Proceedings of the 16th International Conference on Web and Social Media (ICWSM) (pp. 1–10). Palo Alto, CA, USA: AAAI Press.
More details BibTeX Full text DOI

@inproceedings{PohlASTG2022Artificial,
  author = {Janina Susanne Pohl and Dennis Assenmacher and Moritz Vincent Seiler and Heike Trautmann and Christian Grimme},
  title = {Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches},
  booktitle = {Workshop Proceedings of the 16$^{th}$ International Conference on Web and Social Media (ICWSM)},
  pages = {1--10},
  editor = {for the Advancement of Artificial Intelligence (AAAI) Association},
  year = {2022},
  publisher = {AAAI Press},
  address = {Palo Alto, CA, USA},
  doi = {10.36190/2022.91},
  url = {http://workshop-proceedings.icwsm.org/pdf/2022_91.pdf},
  note = {Publication status: Published}
}

Research article (journal)

Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., & Trautmann, H. (2022). Process-Oriented Stream Classification Pipeline: A Literature Review. Applied Sciences, 12(8), 1–44.
More details BibTeX Full text DOI

@article{CleverPBKT2022ProcessOriented,
  author = {Lena Clever and Janina Susanne Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Process-Oriented Stream Classification Pipeline: A Literature Review},
  journal = {Applied Sciences},
  year = {2022},
  volume = {12},
  number = {8},
  pages = {1--44},
  doi = {10.3390/app12189094},
  url = {https://www.mdpi.com/2076-3417/12/18/9094},
  note = {Publication status: Published}
}

Heins, J., Bossek, J., Pohl, J. S., Seiler, M. V., Trautmann, H., & Kerschke, P. (2022). A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection. Theoretical Computer Science (Theoret. Comput. Sci.), 940.
More details BibTeX DOI

@article{HeinsBPSTK2022AStudyOnThe,
  author = {Jonathan Heins and Jakob Bossek and Janina Susanne Pohl and Moritz Vincent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection},
  journal = {Theoretical Computer Science (Theoret. Comput. Sci.)},
  year = {2022},
  volume = {940},
  doi = {10.1016/j.tcs.2022.10.019},
  note = {Publication status: Published}
}

Abstract in edited proceedings (conference)

Leszkiewicz, A., Bucur, D., Grimme, C., Michalski, R., Clever, L., Pohl, J. S., Rook, J., Bossek, J., Preuss, M., Squillero, G., Quer, S., Calabrese, A., Iacca, G., Kizgin, H., & Trautmann, H. (2022). Social Influence Analysis (SIA) in Online Social Networks.
More details

Forschungsartikel in Online-Sammlung

Pohl, J. S., Seiler, M. V., Assenmacher, D., & Grimme, C. (2022). A Twitter Streaming Dataset collected before and after the Onset of the War between Russia and Ukraine in 2022.
More details Full text DOI

2021

Research article in proceedings (conference)

Heins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H., & Kerschke, P. (2021). On the Potential of Normalized TSP Features for Automated Algorithm Selection. In Association, f. C. M. (Ed.), Proceedings of the 16th ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI) (pp. 1–15). Dornbirn, Austria: ACM Press.
More details BibTeX Full text DOI

@inproceedings{HeinsBPSTK2021OnThePotential,
  author = {Jonathan Heins and Jakob Bossek and Janina Pohl and Moritz Seiler and Heike Trautmann and Pascal Kerschke},
  title = {On the Potential of Normalized TSP Features for Automated Algorithm Selection},
  booktitle = {Proceedings of the 16$^{th}$ ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI)},
  pages = {1--15},
  editor = {for Computing Machinery Association},
  year = {2021},
  publisher = {ACM Press},
  address = {Dornbirn, Austria},
  doi = {10.1145/3450218.3477308},
  url = {https://dl.acm.org/doi/10.1145/3450218.3477308},
  note = {Publication status: Published}
}

2020

Research article in proceedings (conference)

Assenmacher, D., Clever, L., Pohl, J., Trautmann, H., & Grimme, C. (2020). A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. In Meiselwitz, G. (Ed.), Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis (pp. 201–214). Cham: Springer International Publishing.
More details BibTeX DOI

@inproceedings{AssenmacherCPTG2020ATwoPhaseFramework,
  author = {D Assenmacher and L Clever and JS Pohl and H Trautmann and C Grimme},
  title = {A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media},
  booktitle = {Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis},
  pages = {201--214},
  editor = {G Meiselwitz},
  year = {2020},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-030-49570-1},
  doi = {10.1007/978-3-030-49570-1_14},
  note = {Publication status: Published}
}

Seiler, M. V., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 48–64.
More details BibTeX Full text DOI

@inproceedings{SeilerPBKT2020DeepLearning,
  author = {Moritz V Seiler and Janina Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem},
  booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
  pages = {48--64},
  editor = {Thomas Bäck and Mike Preuss and André Deutz and Hao Wang and Carola Doerr and Michael Emmerich and Heike Trautmann},
  year = {2020},
  address = {Leiden, The Netherlands},
  doi = {10.1007/978-3-030-58112-1_4},
  url = {https://arxiv.org/abs/2006.15968},
  note = {Publication status: Published}
}