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Könyv Deception in Text Franco Salvetti

Deception in Text

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

Szerző: Franco Salvetti
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: LAP Lambert Academic Publishing
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
23 526 Ft
Deception is a pervasive psycholinguistic phenomenon-from lies during legal trials to fabricated onl...

Információk a könyvről

Szerző
Franco Salvetti
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2017
oldal
216
EAN
9783330063921
Enbook ID
16367401
Kiadó
LAP Lambert Academic Publishing
Súly
340
Méretek
150 x 220 x 13

Teljes leírás

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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