MediaEval 2016: A Hybrid Approach for Verifying Multimedia Use on Twitter

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Quoc Tin Phan, Alessandro Budroni, Cecilia Pasquini, Francesco G. B. De Natale University of Trento, Italy

Transcript of MediaEval 2016: A Hybrid Approach for Verifying Multimedia Use on Twitter

Quoc Tin Phan, Alessandro Budroni, Cecilia Pasquini, Francesco G. B. De Natale

University of Trento, Italy

Tweet credibility assessment

Multimedia assessment

Final decision

Tampering detection algorithms perform “badly” on low quality images

Recall Precision F1-score

RUN 1 0.50 0.93 0.49

RUN 2 0.93 0.49 0.64

Recall Precision F1-score

RUN 1 0.55 0.71 0.62

RUN 2 0.94 0.81 0.87

RUN 3 0.94 0.74 0.83

Table 1. Verification results on the test set of the sub-task

Table 2. Verification results on the test set of the main task