Publications | Dr. Lena Clever | Department of Information Systems

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Dr. Lena Clever
Former Research Assistant

Data Science: Statistics and Optimization

Leonardo Campus 3
48149 Münster

2023

Research article (journal)

Frischlich, L., Clever, L., Wulf, T., Wildschut, T., & Sedikides, C. (2023). Populists’ Use of Nostalgia: A Supervised Machine Learning Approach. International Journal of Communication (Int J Commun), 17(March), 2113–2137.
More details BibTeX Full text

@article{FrischlichCWWS2023Populists,
  author = {L Frischlich and L Clever and T Wulf and T Wildschut and C Sedikides},
  title = {Populists’ Use of Nostalgia: A Supervised Machine Learning Approach},
  journal = {International Journal of Communication (Int J Commun)},
  year = {2023},
  volume = {17},
  number = {March},
  pages = {2113--2137},
  url = {https://ijoc.org/index.php/ijoc/article/view/19063},
  note = {Publication status: Published}
}

2022

Research article (book contribution)

Clever, L., Klapproth, J., & Frischlich, L. (2022). Automatisierte (Gegen-)Rede? Social Bots als digitales Sprachrohr ihrer Nutzer*innen. In Ernst, J., Trompeta, M., & Roth, H.-J. (Eds.), Gegenrede digital (pp. 11–26).
More details BibTeX

@incollection{CleverKF2022Automatisierte,
  author = {Lena Clever and Johanna Klapproth and Lena Frischlich},
  title = {Automatisierte (Gegen-)Rede? Social Bots als digitales Sprachrohr ihrer Nutzer*innen},
  booktitle = {Gegenrede digital},
  pages = {11--26},
  editor = {Julian Ernst and Michalina Trompeta and Hans-Joachim Roth},
  year = {2022},
  publisher = {},
  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}
}

Frischlich, L., Kuhfeldt, L., Schatto-Eckrodt, T., & Clever, L. (2022). Alternative counter-news use and fake news recall during the covid-19 crisis. Digital Journalism, 00(00), 1–23.
More details BibTeX Full text DOI

@article{FrischlichKSEC2022Alternative,
  author = {Lena Frischlich and Lara Kuhfeldt and Tim Schatto-Eckrodt and Lena Clever},
  title = {Alternative counter-news use and fake news recall during the covid-19 crisis},
  journal = {Digital Journalism},
  year = {2022},
  volume = {00},
  number = {00},
  pages = {1--23},
  doi = {10.1080/21670811.2022.2106259},
  url = {https://www.tandfonline.com/doi/full/10.1080/21670811.2022.2106259},
  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.
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2021

Research article in proceedings (conference)

Clever, L., Schatto-Eckrodt, T., Clever, N., & Frischlich, L. (2021). Extremism on the Second Glance: Automated Content Analysis of Covert Propaganda on Instagram. In Proceedings of the The 3rd Multidisciplinary International Symposium on Disinformation in Open Online Media, Oxford, United Kingdom.
More details BibTeX

@inproceedings{CleverSECF2021ExtremismOn,
  author = {Lena Clever and Tim Schatto-Eckrodt and Nico Clever and Lena Frischlich},
  title = {Extremism on the Second Glance: Automated Content Analysis of Covert Propaganda on Instagram},
  booktitle = {Proceedings of the The 3$^{rd}$ Multidisciplinary International Symposium on Disinformation in Open Online Media},
  year = {2021},
  address = {Oxford, United Kingdom},
  note = {Publication status: Published}
}

Abstract in Online-Sammlung (Konferenz)

Clever, L., Schatto-Eckrodt, T., Clever, N., & Frischlich, L. (2021). Extremist Propaganda on Instagram. Poster session presented at the 7th International Conference on Computational Social Science, Zürich, Schweiz.
More details BibTeX

@misc{CleverSECF2021ExtremistPropaganda,
  author = {Lena Clever and Tim Schatto-Eckrodt and Nico Clever and Lena Frischlich},
  title = {Extremist Propaganda on Instagram},
  year = {2021},
  note = {Publication status: Published}
}

2020

Research article in proceedings (conference)

Assenmacher, D., Adam, L., Trautmann, H., & Grimme, C. (2020). Towards Real-Time and Unsupervised Campaign Detection in Social Media. In Proceedings of the Florida Artificial Intelligence Research Society Conference, Florida, USA.
More details BibTeX Full text

@inproceedings{AssenmacherATG2020TowardsRealTime,
  author = {D Assenmacher and L Adam and H Trautmann and C Grimme},
  title = {Towards Real-Time and Unsupervised Campaign Detection in Social Media},
  booktitle = {Proceedings of the Florida Artificial Intelligence Research Society Conference},
  year = {2020},
  address = {Florida, USA},
  url = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18452},
  note = {Publication status: Published}
}

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}
}

Assenmacher, D., & Adam, L. &. F. L. &. T. H. &. G. C. (2020). Inside the tool set of automation: Free social bot code revisited. In Grimme, C., Preuß, M., Takes, F., & Waldherr, A. (Eds.), Disinformation in open online media (pp. 101–114). Lecture Notes in Computer Science. Wiesbaden: Springer.
More details BibTeX

@inproceedings{AssenmacherA2020InsideTheTool,
  author = {Dennis Assenmacher and Lena --- Frischlich Lena --- Trautmann Heike --- Grimme Christian Adam},
  title = {Inside the tool set of automation: Free social bot code revisited},
  booktitle = {Disinformation in open online media},
  pages = {101--114},
  series = {Lecture Notes in Computer Science},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  publisher = {Springer},
  address = {Wiesbaden},
  note = {Publication status: Published}
}

Clever, L., Assenmacher, D., Müller, K., Seiler, M. V., Riehle, D. M., Preuss, M., & Grimme, C. (2020). FakeYou! — A Gamified Approach for Building and Evaluating Resilience Against Fake News. In Proceedings of the 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media, Leiden, Netherlands.
More details BibTeX DOI

@inproceedings{CleverAMSRPG2020FakeYou,
  author = {Lena Clever and Dennis Assenmacher and Kilian Müller and Moritz V Seiler and Dennis M Riehle and Mike Preuss and Christian Grimme},
  title = {FakeYou! --- A Gamified Approach for Building and Evaluating Resilience Against Fake News},
  booktitle = {Proceedings of the 2$^{nd}$ Multidisciplinary International Symposium on Disinformation in Open Online Media},
  year = {2020},
  address = {Leiden, Netherlands},
  doi = {10.1007/978-3-030-61841-4_15},
  note = {Publication status: Published}
}

Lena, C., Frischlich, L., Trautmann, H., & Grimme, C. (2020). Automated detection of nostalgic text in the context of societal pessimism. In Proceedings of the MISDOOM 2019, Hamburg, Deutschland, 48–58.
More details BibTeX

@inproceedings{LenaFTG2020AutomatedDetection,
  author = {Clever Lena and Lena Frischlich and Heike Trautmann and Christian Grimme},
  title = {Automated detection of nostalgic text in the context of societal pessimism},
  booktitle = {Disinformation in open online media},
  pages = {48--58},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  address = {Hamburg, Deutschland},
  note = {Publication status: Published}
}

Research article (journal)

Assenmacher, D., Clever, L., Frischlich, L., Quandt, T., Trautmann, , Heike, , & Grimme, C. (2020). Demystifying social bots: On the intelligence of automated social media actors. Social media — society, 00.
More details BibTeX

@article{AssenmacherCFQTHG2020Demystifying,
  author = {Dennis Assenmacher and Lena Clever and Lena Frischlich and Thorsten Quandt and  Trautmann and  Heike and Christian Grimme},
  title = {Demystifying social bots: On the intelligence of automated social media actors},
  journal = {Social media --- society},
  year = {2020},
  volume = {00},
  note = {Publication status: Published}
}

2018

Research article in proceedings (conference)

Grimme, C., Assenmacher, D., & Adam, L. (2018). Changing Perspectives: Is it Sufficient to Detect Social Bots?. In Meiselwitz, G. (Ed.), Social Computing and Social Media. User Experience and Behavior (pp. 445–461). Lecture Notes in Computer Science: Vol. 10913. Cham: Springer International Publishing.
More details BibTeX DOI

@inproceedings{GrimmeAA2018ChangingPerspectives,
  author = {Christian Grimme and Dennis Assenmacher and Lena Adam},
  title = {Changing Perspectives: Is it Sufficient to Detect Social Bots?},
  booktitle = {Social Computing and Social Media. User Experience and Behavior},
  pages = {445--461},
  series = {Lecture Notes in Computer Science},
  volume = {10913},
  editor = {Gabriele Meiselwitz},
  year = {2018},
  publisher = {Springer International Publishing},
  address = {Cham},
  issn = {1865-0929},
  doi = {10.1007/978-3-319-91521-0_32},
  note = {Publication status: Published}
}

2017

Research article (journal)

Grimme, C., Preuss, M., Adam, L., & Trautmann, H. (2017). Social Bots: Human-Like by Means of Human Control?. Big Data, 5(4), 279–293.
More details BibTeX Full text DOI

@article{GrimmePAT2017SocialBots,
  author = {C Grimme and M Preuss and L Adam and H Trautmann},
  title = {Social Bots: Human-Like by Means of Human Control?},
  journal = {Big Data},
  year = {2017},
  volume = {5},
  number = {4},
  pages = {279--293},
  doi = {10.1089/big.2017.0044},
  url = {https://doi.org/10.1089/big.2017.0044},
  note = {Publication status: Published}
}