#MATTHEW FINK ARREST SARASOTA SERIES#
Features from this review are used to train a series of supervised classifiers. A review of these profiles establishes differences in the language, images, YouTube links, and emojis gang members use compared to the rest of the Twitter population. It outlines a process to curate one of the largest sets of verifiable gang member profiles that have ever been studied.
This paper studies the problem of automatically finding gang members on Twitter. This is a challenging task since gang members represent a very small population of the 320 million Twitter users. Finding these posts, however, requires a method to discover gang member Twitter profiles. Their tweets may thus be useful to law enforcement agencies to discover clues about recent crimes or to anticipate ones that may occur. Most street gang members use Twitter to intimidate others, to present outrageous images and statements to the world, and to share recent illegal activities.
Yet it is unclear whether mere membership in a gang increases the risk of arrest…īalasuriya, Lakshika Wijeratne, Sanjaya Doran, Derek Sheth, Amit Notoriously poor, delinquent, and often well-known to police, America's gang youth should have very high odds of arrest. This study addresses the link between gang membership and arrest frequency, exploring the Gang x Socioeconomic status interaction on those arrests. Juvenile Arrests: Gang Membership, Social Class, and Labeling EffectsĮRIC Educational Resources Information Center
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