Crime Topic Modeling

Predicting crime using Twitter and kernel density estimation

Twitter is used extensively in the United States as well as globally, creating many opportunities to augment decision support systems with Twitterdriven predictive analytics. Twitter is an ideal data source for decision support: its users, who number in the millions, publicly discuss events, emotions, and innumerable other topics; its content is authored and distributed in real time at no charg...

Rebellion, crime and violence in Qing China, 1722–1911: A topic modeling approach

Banditry and unrest in eighteenth and nineteenth century China have attracted substantial attention from several generations of researchers. Often, they apply particular ontologies a priori to the source base. Given their reliance on state documents, these studies are subject to the perspectives of record-keepers and their theories of violence. It is particularly difficult to apply fixed defini...

Crime Prevention in Urban Design: towards Space Syntax Approach as a Quantitative Analytic Modeling of Qualitative Issue of Security (Based on Spatial Configuration)

We need more empirical investigations and model validation for a better understanding of crime: comment on "Statistical physics of crime: a review" by M.R. D'Orsogna and M. Perc.

Since the seminal works of Wilson and Kelling [1] in 1982, the “broken windows theory” seems to have been widely accepted among the criminologists and, in fact, empirical findings actually point out that criminals tend to return to previously visited locations. Crime has always been part of the urban society’s agenda and has also attracted the attention of scholars from social sciences ever sin...

Exploitation of Unlawful Crime (Note 122 of the Islamic Penal Code, adopted in 1392) from the point of view of the Shi'a religious principles

Sometimes he commit all crimes, but he does not achieve the result again. If this failure to fail to achieve the result is due to a lack of subject matter or a failure to act as a means of committing a crime, it would be impossible to commit a crime. Regarding the method of this research, which is fundamental (descriptive-analytic), by referring to the principled books, we find that the Shichr(...