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Roles of computer in criminology
Advantages of predictive policing
Predictive policing case studies
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Predictive Policing: Smart or Scary?
I consider myself very lucky to have one of the most rewarding jobs in the world: I predict the future. I don’t have a crystal ball or hear spirits talking to me. Instead, I use data from crimes that have happened in the past, to try to determine when the offenders will strike again. It’s far from perfect, but the methods are effective. I chose to pursue a degree in Computer Science so that I can develop better analytical tools to assist me and others like me in our efforts to keep people safe. You may not have ever heard about a job like mine existing, but you may have heard about a controversial tool that many police departments across the world are using called “predictive policing”. I chose this topic as it is relevant to both my chosen career and major.
Since the development of modern police forces in the 1820s, administrators have been on a constant search for better ways of solving crimes and preventing new crimes from being committed. With the advent of affordable desktop computers in the 1980s, the field of crime analysis emerged to track patterns, trends and series of criminal activity using maps and math. Today, the technology exists to make predictions on future criminal activity based on historical, geographical and sociological data in a variety of ways that are all referred to as predictive policing. The term “predictive policing” can be a bit intimidating at first, as it inspires haunting visions of people being arrested for crimes that they have not yet committed, much like the concept of “precrime” established in Philip K. Dick’s Minority Report. In reality, a basic predictive policing system is created by the combination of several methods of analysis that have ...
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...ing is completed, and it is discovered that a new bar recently opened up within a quarter mile of the train station, and the police have responded multiple times for unruly patrons. The bar is found to have multiple health code violations and is closed, and the batteries at the train station immediately cease. This is an example of Risk Terrain Modeling, which considers the geographic makeup of an area to calculate the risk of future criminal acts (“Overview,” n.d., para. 2).
By combining hot spots, repeat victimization and Risk Terrain Modeling, predictive policing equips law enforcement agencies to better prevent future crimes from occurring. Predictive policing is not something to be feared, but embraced, as it uses tried and true analytical methods, increases the effectiveness of the police and makes the most efficient use of the public’s tax dollars.
A, Braga & D, Weisburd. 'Police Innovation and Crime Prevention: Lessons Learned from Police Research over the Past 20 Years'. Paper presented at the National Institute of Justice (NIJ) Policing Research Workshop: Planning for the future, Washington, DC. 2006. p. 22.
Part One The Kansas City Preventive Patrol Experiment: An Introduction According to Kelling, Pate, Dieckman, & Brown (1974), patrol is the “backbone” of police work. This belief is based around the premise that the mere presence of police officers on patrol prohibits criminal activity. Despite increasing budgets and the availability of more officers on the streets, crime rates still rose with the expanding metropolitan populations (Kelling et al., 1974).
By approaching these ideas with solid research goals and planning, researchers have come up with two basic crime fighting strategies that can increase police effectiveness. The first strategy Community Policing, which addresses immedia...
The writer further contends Young’s noting the mathematical models was intentional, and designed to effectively illustrate his point of their ineffectiveness because they are difficult to absorb. Despite such difficulty, the writer contends Young did immediately create some useful insights. Foremost was the ideal of what Young metaphorically termed, the “datasauer also known as Empiricus Abstractus” (Young, 2011). What the writer noted was Young’s critique of modern criminology’s ineffective and improper overuse of empiricism to predict criminal behavior is a flawed concept due to variation fluctuations and data manipulation. The writer noted that Young (2011) used as evidence to demonstrate deficiencies the very thing he argues against in noting the level of explanatory power in multivariate models over-estimates prediction levels (p.
Rutkin, Aviva. "Policing The Police." New Scientist 226.3023 (2015): 20-21. Academic Search Premier. Web. 17 Oct. 2016.
The next model we will take a look at is the Crime Control model. It is based on co...
9. Sherman L., Gottfredson D., MacKenzie D., Eck J., Reuter P., Bushway S. Preventing Crime: What Works, What Doesn't, What's Promising. A Report to the United States Congress. College Park, MD: University of Maryland, Department of Criminology and Criminal Justice, 1997.
Hot spot policing is based on the idea that some criminal activities occur in particular areas of a city. According to researchers crime is not spread around the city instead is concentrated in small places where half of the criminal activities occur (Braga chapter 12). Also, many studies has demonstrated that hot spots do show significant positive results suggesting that when police officers put their attention on small high crime geographic areas they can reduce criminal activities ( Braga, papachristo & hureau I press). According to researchers 50% of calls that 911 center received are usually concentrated in less than 5% of places in a city (Sherman, Gartin, & Buerger, 1989; Weisburd, Bushway, Lum, &Yang, 2004). That is the action of crime is often at the street and not neighborhood level. Thus police can target sizable proportion of citywide crime by focusing in on small number of high crime places (see Weisburd & Telep, 2010). In a meta-analysis of experimental studies, authors found significant benefits of the hot spots approach in treatment compared to control areas. They concluded that fairly strong evidence shows hot spots policing is an effective crime prevention strategy (Braga (007) .Importantly, there was little evidence to suggest that spatial displacement was a major concern in hot spots interventions. Crime did not simply shift from hot spots to nearby areas (see also Weisburd et al., 2006).
Walker, Jeffery T., Ronald G. Burns, Jeffrey Bumgarner, and Michele P. Bratina. "Federal Law Enforcement Careers: Laying the Groundwork." Journal of Criminal Justice 19.1 (2008): 110-135. Web. 20 Apr 2011.
In the United States both the rate of committed crimes, as well as the rate of incarcerated individuals is high; and only rising. Within the media, we see reports that the population is becoming more violent; the idea girls are becoming more violent is also a prevalent issue. Many of these reports are being created with information from the three main sources of crime data. These include the Uniformed Crime Data (UCR), the National Incident Based Reporting System (NIBRS) and the National Crime Victimization Survey (NCVS). All of these sources provide different types of information on crime. It is important to understand how, as well as who is gathering data; so we are able to interpret data accurately. To put these sources into practice, we looked at an episode of Law and Order. In doing so, it became apparent that not one source accurately depicted the episode. Therefore, it’s difficult for a decrease in crime to happen within the United States without an accurate source of crime data.
The Uniform Crime Report also allows us to geographically see crimes spread over the United States. Where certain crimes are committed, who is committing them, and when they are most likely committed. These trends allow for federal and local law enforcement to predict where patrolling may need to be more prevalent or allow criminal profilers to be able to speculate what type of person is a possible suspect for a certa...
Problem-oriented policing presents an alternative approach to policing that has gained attention in recent years among many police agencies. Problem-oriented policing grew out of twenty years of research into police practices, and differs from traditional policing strategies in four significant ways.
Oliver, W. (2006). The Fourth Era of Policing: Homeland Security. International Review of Law, Computers & Technology, 20(1/2), 49-62. Doi: 10.1080/13600860600579696
Arguably computer crime mapping has helped mitigate the negative perception held about the effectiveness of police in fighting crime. According to Goldstein & McEwen (2009), perceived confidence in police abilities largely decline in the 1970s and 1980s. Studies conducted at the time, established that the existing policing strategies needed an overhaul. For instance preventive patrol and rapid response to police call (which were the predominant strategies) did very little in crime prevention. Also in line with the findings, available statistical figure clearly pointed out, crime rates-even in areas patrol by highly qualified police forces-were rising at an alarming rate. Police scholars were affected by the negative perception as much as the police; therefore they intensified their search for a solution, by carrying out various studies (Goldstein & McEwen, 2009).
Crime mapping is a fairly simple concept. The push-pin maps that can be seen in any police show are entering the digital era. Digital crime mapping software improves the police’s ability to respond to situations and analyze crime in leaps and bounds. What before might have taken different sets of eyes can now be done by entering in multiple sets of GPS co-ordinates. Crime mapping can be used to identify patterns in crime, as well as allow officers in the field to simultaneous view the same map, even as it is updated with new information. Imagine that each squad car has this map software installed and there is a search for a bank robber. There is a tip line open, and every single time a tip is confirmed this new location shows up on the map in the squad cars allowing the car closest to the siting to take off immediately. It also gives the rest of the on duty officers a glimpse at the robber’s supposed progress and any one of them might see a pattern emerging allowing them to lay in wait for the robber at his next stop.