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Книга Deception in Text Franco Salvetti

Deception in Text

A Data Driven Approach for Detecting Deception in Text Using the Boulder Lies and Truths Corpus

Автор: Franco Salvetti
Език: Английски език
Корици: С меки корици
Издател: LAP Lambert Academic Publishing
Наличност: Външен склад
Изпращаме след 8-11 дни
63.84 € 124.87 лв
Deception is a pervasive psycholinguistic phenomenon-from lies during legal trials to fabricated onl...

Информация за книгата

Автор
Franco Salvetti
Език
Английски език
Корици
Книга - С меки корици
Издадена
2017
страници
216
EAN
9783330063921
Enbook ID
16367401
Издател
LAP Lambert Academic Publishing
Теглоt
340
Размери
150 x 220 x 13

Пълно описание

Deception is a pervasive psycholinguistic phenomenon-from lies during legal trials to fabricated online reviews. Its identification has been studied for centuries-from the ancient Chinese method of spitting dry rice to the modern polygraph. The recent proliferation of deceptive online reviews has increased the need for automatic deception filtering systems. Although human performance is in general at chance, previous research suggests that the linguistic signals resulting from conscious deception are sufficient for building automatic systems capable of distinguishing deceptive documents from truthful ones. The author's interest is in identifying the invariant traits of deception in text. To allow researchers and practitioners to share results, we have developed one of the largest publicly available shared multidimensional deception corpus for online reviews, the BLT-C (Boulder Lies and Truths Corpus). Experiments conducted using this corpus show that accuracy changes across different kinds of deception. Preliminary results confirm statistical separation between fabricated and truthful reviews.

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