The CERTH-UNITN Participation @ Verifying Multimedia Use 2015

@inproceedings{Boididou2015TheCP,
  title={The CERTH-UNITN Participation @ Verifying Multimedia Use 2015},
  author={Christina Boididou and Symeon Papadopoulos and Duc-Tien Dang-Nguyen and Giulia Boato and Yiannis Kompatsiaris},
  booktitle={MediaEval},
  year={2015}
}
We propose an approach that predicts whether a tweet, which is accompanied by multimedia content (image/video), is trustworthy or deceptive. We test different combinations of quality and trust-oriented features (tweet-based, userbased and forensics) in tandem with a standard classification and an agreement-retraining technique, with the goal of predicting the most likely label (fake or real) for each tweet. The experiments carried out on the Verifying Multimedia Use dataset show that the best… CONTINUE READING

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