Security and Communication Networks / 2019 / Article / Tab 1

Research Article

Visual and Textual Analysis for Image Trustworthiness Assessment within Online News

Table 1

Best performing feature sets for textual analysis.

Feature set Relevant words extraction Number relevant words Similarity measure Sentiment analysis Top frequencies

FS2TF-IDF AllCosine X X
FS3STF-IDF AllCosine X X
FS4STF-IDF Top 100Cosine X X
FS5Counter Top 100Cosine X
FS6TF-IDF Top 100Jaccard’s X X

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