---
_id: '46319'
abstract:
- lang: eng
  text: The detection of orchestrated and potentially manipulative campaigns in social
    media is far more meaningful than an- alyzing single account behaviour but also
    more challenging in terms of pattern recognition, data processing, and com- putational
    complexity. While supervised learning methods need an enormous amount of reliable
    ground truth data to find rather inflexible patterns, classical unsupervised learn-
    ing techniques need a lot of computational power to handle large amount of data.
    This makes them infeasible for real- time analysis. In this work, we demonstrate
    the applicability of text stream clustering for the real-time detection of coordi-
    nated campaigns.
author:
- first_name: D
  full_name: Assenmacher, D
  last_name: Assenmacher
- first_name: L
  full_name: Adam, L
  last_name: Adam
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: C
  full_name: Grimme, C
  last_name: Grimme
citation:
  ama: 'Assenmacher D, Adam L, Trautmann H, Grimme C. Towards Real-Time and Unsupervised
    Campaign Detection in Social Media. In: <i>Proceedings of the Florida Artificial
    Intelligence Research Society Conference</i>. ; 2020.'
  apa: Assenmacher, D., Adam, L., Trautmann, H., &#38; Grimme, C. (2020). Towards
    Real-Time and Unsupervised Campaign Detection in Social Media. <i>Proceedings
    of the Florida Artificial Intelligence Research Society Conference</i>.
  bibtex: '@inproceedings{Assenmacher_Adam_Trautmann_Grimme_2020, place={Florida,
    USA}, title={Towards Real-Time and Unsupervised Campaign Detection in Social Media},
    booktitle={Proceedings of the Florida Artificial Intelligence Research Society
    Conference}, author={Assenmacher, D and Adam, L and Trautmann, Heike and Grimme,
    C}, year={2020} }'
  chicago: Assenmacher, D, L Adam, Heike Trautmann, and C Grimme. “Towards Real-Time
    and Unsupervised Campaign Detection in Social Media.” In <i>Proceedings of the
    Florida Artificial Intelligence Research Society Conference</i>. Florida, USA,
    2020.
  ieee: D. Assenmacher, L. Adam, H. Trautmann, and C. Grimme, “Towards Real-Time and
    Unsupervised Campaign Detection in Social Media,” 2020.
  mla: Assenmacher, D., et al. “Towards Real-Time and Unsupervised Campaign Detection
    in Social Media.” <i>Proceedings of the Florida Artificial Intelligence Research
    Society Conference</i>, 2020.
  short: 'D. Assenmacher, L. Adam, H. Trautmann, C. Grimme, in: Proceedings of the
    Florida Artificial Intelligence Research Society Conference, Florida, USA, 2020.'
date_created: 2023-08-04T07:29:36Z
date_updated: 2023-10-16T12:59:10Z
department:
- _id: '34'
- _id: '819'
language:
- iso: eng
place: Florida, USA
publication: Proceedings of the Florida Artificial Intelligence Research Society Conference
status: public
title: Towards Real-Time and Unsupervised Campaign Detection in Social Media
type: conference
user_id: '15504'
year: '2020'
...