A Self-Supervised Approach to Comment Spam Detection Based on Content Analysis

@article{Bhattarai2011ASA,
  title={A Self-Supervised Approach to Comment Spam Detection Based on Content Analysis},
  author={Archana Bhattarai and Dipankar Dasgupta},
  journal={IJISP},
  year={2011},
  volume={5},
  pages={14-32}
}
This paper studies the problems and threats posed by a type of spam in blogosphere, called blog comment spam. It also explores the challenges introduced by comment spam generalizing the analysis substantially to any other short text type spam. We analyze different high-level features of spam and legitimate comments based on the content of blog postings. We then use these features to cluster data separately for each feature using K-Means clustering algorithm. Finally, we used a selfsupervised… CONTINUE READING
Highly Cited
This paper has 19 citations. REVIEW CITATIONS

Similar Papers

Loading similar papers…