The article examines the intersection of two emerging developments: the increase in surveillance and the massive exploration of “big data.” Drawing on observations and interviews conducted within the Los Angeles Police Department, Sarah offers an empirical account of how the adoption of big data analytics does—and does not—transform police surveillance practices.
She argues that the adoption of big data analytics facilitates may amplify previous surveillance practices, and outlines the following findings:
Discretionary assessments of risk are supplemented and quantified using risk scores.
Data tends to be used for predictive, rather than reactive or explanatory, purposes. (Here, Crime Tech Weekly would want to differentiate between predictive analytics and investigation analytics)
The proliferation of automatic alert systems makes it possible to systematically surveil an unprecedentedly large number of people.
The threshold for inclusion in law enforcement databases (gang databases, criminal intelligence data, etc) is lower, now including individuals who have not had direct police contact. (Here again, Crime Tech Weekly would point out that adherence to criminal intelligence best practices vastly reduces this likelihood)
Previously separate data systems are merged, facilitating the spread of surveillance into a wide range of institutions.
Based on these findings, Sarah develops a theoretical model of big data surveillance that can be applied to institutional domains beyond the criminal justice system. Finally, she highlights the social consequences of big data surveillance for law and social inequality.
The full PDF report can be downloaded via Sage Publishing by clicking here. Or, if you have general comments or questions and do not wish to download the full version, please feel free to contact us through the form below. Crime Tech Weekly will be happy to weigh in.
As police find new methods of tracking and solving crime, their needs and priorities in a data analytics strategy are bound to continuously evolve.
Be sure to read the article at the popular Visallo Blog, and for more information on how Visallo and Crime Tech Solutions are changing the investigation analytics world, contact us with the form below.
Crime Tech Solutions, LLC – a fast growing, vibrant software company based in Leander, TX today announced that a large, coastal city in California has selected them to provide sophisticated link and social network analysis software.
Crime Tech Solutions was awarded the contract based upon its price/performance leadership in the world of big data analytics for law enforcement and other investigative agencies.
Link analysis software is used by investigators to visualize hidden connections between people, places, and things within large and disparate data sets.
“Our link analysis software gives investigators an edge in the way they analyze data”, said Crime Tech Solutions’ CEO, Doug Wood. “By finding and displaying those hard to find connections and anomalies that reside in different data stores, our software helps investigative agencies more clearly see how networks of entities exist.”
Crime Tech Solutions said that the software implementation is already underway, and that the software will make life a little more miserable for criminals in the Southern California city.
Criminal intelligence analysts provide a key element of effective law enforcement, at both the tactical and strategic levels. Analysts study information related to suspects, trends, known criminals, and more. Through a process of gathering evaluating this information, trained intelligence analysts identify associations across various illegal activities over many locations.
Government decisions and policies are heavily influenced by the insights provided by the criminal intelligence analyst, and police investigations use the intelligence in support of their missions. To that end, the main functions of criminal intelligence analysts include:
Supporting law enforcement activities and large-scale investigations
Providing an ongoing analysis of potential threats to public safety
Helping senior officials and policy makers to deal with ever-evolving challenges and uncertainty
There are both tactical and strategic elements to the role of the criminal intelligence analyst. These categories differ with respect to the minutia of details, and the ‘customer’ or end-user of the intelligence.
A. Tactical Criminal Intelligence
Criminal intelligence of a tactical nature attempts to achieve a specific outcome related to law enforcement. Perhaps a disruption of organized criminal groups, a search warrant, seizure of assets, or an arrest.
Tactical criminal intelligence includes:
The identification of potential connections between people, places, and other entities of interest… and their potential involvement in unlawful activities;
Recognizing and reporting important gaps in intelligence data;
Designing and creating detailed dossiers of suspected or confirmed criminals.
B. Strategic Criminal Intelligence
Strategic analysis of criminal intelligence is expected to continuously educate policy makers and senior officials about current and evolving criminal activities and patterns. The benefits of strategic analysis tend to be realized over a longer period of time than does tactical analysis.
Emerging criminal trends and activities sit at the core of strategic intelligence analysis. The intelligence can provide advanced warning of potential threats, and can provide law enforcement officials with the information required to prepare their agencies for emerging illegal actions.
Strategic criminal intelligence analysis includes the recognition and documentation of:
Evolving trends and patterns of illegal activities
The possible effect of demographics, technologies, and evolving socio-economic factors on criminal activities
D. Abuse and Misuse of Criminal Intelligence
The misuse and/or improper storage and unauthorized access to sensitive criminal intelligence data has always been a concern of civil liberty advocates, and has recently been brought to light again with stories regarding misuse of California’s CalGang database. Given the diverse and growing requirements of criminal intelligence management, certain best-practices and policies have evolved in order to help law enforcement agencies collect, store, and disseminate this important criminal intelligence without invading individual rights to privacy.
E. Best Practices for Criminal Intelligence Management
Specifically, 28 CFR Part 23 is a federal regulation that provides guidance to law enforcement agencies on the standards for implementing and operating federally funded criminal intelligence systems that cross jurisdictions. The protection of individual constitutional rights and civil liberties sits at the core of 28 CFR Part 23. Every American, of course, is afforded a reasonable expectation of privacy. The guidelines outline specific methods to gather, store, disseminate, review, and purge criminal intelligence data.
Recommending the use of these guidelines is The National Criminal Intelligence Sharing Plan (NCISP). NCISP suggests that the regulations ensure that the operations of a criminal intelligence system protect the rights and privacy of individuals and organizations. Importantly, The NCISP suggests that criminal intelligence groups adhere to 28 CFR Part 23, irrespective of whether or not the system was implemented using federal funds and grants.
The criminal intelligence guidelines prescribed by 28 CFR Part 23 have been identified as the minimal policies and rules for sharing data across law enforcement agencies.
The best practices prescribed within the regulation include specific guidelines related to:
Proper procedures for querying, reviewing, sharing, validating, and purging of criminal intelligence data.
Multi-jurisdictional memorandums and participation agreements (if applicable).
The gathering and submission of criminal intelligence information.
The definition of key criminal intelligence terminology, including ‘the right to know’ and ‘the need to know’.
The specific activities that may or may not be maintained within the criminal intelligence system.
Individual rights to access the criminal intelligence systems.
Security requirements including the auditing and inspection of data.
F. An Excellent Solution
IntelNexus™ from software developer Crime Tech Solutions is an affordable, yet powerful criminal intelligence management system that complies with the regulations and best practices set forth in 28 CFR Part 23. Whether or not an agency (or agencies) absolutely require compliance to 28 CFR Part 23, the software lays out a framework and enforces the principles that should be incorporated into the criminal intelligence database. IntelNexus offers the foundation for gathering, storing, maintaining, sharing, authenticating, and purging criminal intelligence while ensuring the privacy and civil rights afforded to us all.