دانلود کتاب Automatic Detection of Verbal Deception

e attempt to spot deception through its correlates in human behavior has a long history. Untilrecently, these efforts have concentrated on identifying individual “cues” that might occur with deception.However, with the advent of computational means to analyze language and other humanbehavior, we now have the ability to determine whether there are consistent clusters of differencesin behavior that might be associated with a false statement as opposed to a true one. While itsfocus is on verbal behavior, this book describes a range of behaviors—physiological, gestural aswell as verbal—that have been proposed as indicators of deception. An overview of the primarypsychological and cognitive theories that have been offered as explanations of deceptive behaviorsgives context for the description of specific behaviors. e book also addresses the differencesbetween data collected in a laboratory and “real-world” data with respect to the emotional andcognitive state of the liar. It discusses sources of real-world data and problematic issues in itscollection and identifies the primary areas in which applied studies based on real-world data arecritical, including police, security, border crossing, customs, and asylum interviews; congressionalhearings; financial reporting; legal depositions; human resource evaluation; predatory communicationsthat include Internet scams, identity theft, and fraud; and false product reviews. Havingestablished the background, this book concentrates on computational analyses of deceptive verbalbehavior that have enabled the field of deception studies to move from individual cues to overalldifferences in behavior. e computational work is organized around the features used for classificationfrom n-gram through syntax to predicate-argument and rhetorical structure. e bookconcludes with a set of open questions that the computational work has generated.