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Data Mining in Crime Analysis

2021
Crimes are a worldwide problem that can harm the nation under both social and economic conditions. Crime control is an inescapable step. It is compulsory for the welfare and sustainable development of a nation. We know very well that in the digital world, it is not an easy task to expose the criminals and the vulnerable areas that are continuously ...
Nahid Jabeen, Parul Agarwal
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Data mining and crime analysis

WIREs Data Mining and Knowledge Discovery, 2011
AbstractAn essential component of criminal investigation involves the interrogation of large databases of information held by police and other criminal justice agencies. Data mining and decision support systems have an important role to play in assisting human inference in this forensic domain that creates one of the most challenging decision‐making ...
Giles Oatley, Brian Ewart
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Themes in data mining, big data, and crime analytics

WIREs Data Mining and Knowledge Discovery, 2021
AbstractThis article examines the impact of new AI‐related technologies in data mining and big data on important research questions in crime analytics. Because the field is so broad, the review focuses on a selection of the most important topics. Challenges for information management, and in turn law and society, include: AI‐powered predictive policing;
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Crime Forecasting Using Data Mining Techniques

2011 IEEE 11th International Conference on Data Mining Workshops, 2011
Crime is classically “unpredictable”. It is not necessarily random, but neither does it take place consistently in space or time. A better theoretical understanding is needed to facilitate practical crime prevention solutions that correspond to specific places and times. In this study, we discuss the preliminary results of a crime forecasting model
Chung-Hsien Yu   +3 more
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Mining Twitter data for crime trend prediction

Intelligent Data Analysis, 2018
While conventional crime prediction methods rely on historical crime records and geographical information of the location of interest, we pursue the question of whether a social media context can provide socio-behavior “signals” for a crime prediction problem.
Somayyeh Aghababaei, Masoud Makrehchi
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Data Mining for Prevention of Crimes

2018
Preemptive measures are of utmost importance for crime prevention. Law enforcement agencies need to have an agile approach to solve everchanging crimes. Data analytics has proven to be an effective deterrent in the field of crime data analysis. Various countries like the United States of America have benefitted by this approach. The Government of India
Neetu Singh   +2 more
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Data mining time series with applications to crime analysis

2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2002
This paper is a study of methods of predicting the number of breaking and enterings (B&Es) in subcity regions of Richmond, Virginia. In this study, predictions are made for B&Es in each of four precincts as well as in regions measuring approximately 0.64 square miles.
Donald E. Brown, Rosemary B. Oxford
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Application of Social Big Data in Crime Data Mining

2021
The increased fame of the Internet and technology has motivated criminals a lot to commit their evil actions with the help of its various facilities such as social media, e-commerce and so on. Nowadays, almost everything exists on the Internet either to store or to access personal as well as professional data.
Nahid Jabeen, Parul Agarwal
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MANAGING DATA MINING AT DIGITAL CRIME INVESTIGATION

Forensic Science International, 2004
‘‘Data Mining’’ has been loosely defined, by Daniel Barbara and Sushil Jajodia, as the process of extracting information from large amount of data. This is a general term with no concern with computers, digital systems, etc., however, technical definitions are concern with them.
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Adaptive Query Interface for Mining Crime Data

2007
In present day scenario, law enforcement agencies are looked upon not only to control crime but also to analyze the crime so that future occurrences of similar incidents can be overcome. There is need for user interactive interfaces based on current technologies to meet and fulfill the new emerging responsibilities and tasks of the Police.
B. Chandra 0001   +2 more
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