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41 articles for “Crime”
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Research ArticleOpen accessEvery word in the titleCRISP-DM-Based Mobile Application for Predicting High-Crime Areas in Metropolitan LimaHugo Vega Huerta, Javier Vilca Velasquez, Nicolas Anicama Espinoza et al.The city of Lima, Peru, has been facing a serious climate of citizen security that has risen extremely high in recent years. The objective of this work is to identify and predict areas of high crime incidence through a mobile application based on historical data on criminal incidents recorded by users. The mobile application has been implemented using the CRISP-DM … …Journal of Computer Science, Vol. 22, Issue 2 · 27 Feb 2026 · 1,972 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleA Hybridized BERT-Based Approach for Crime News Collection and Classification from Online NewspapersAshour Ali, Shahrul Azman Mohd Noah, Lailatul Qadri Zakaria, Saeed Amer Al AmeriCrime news analysis is crucial for understanding criminal activity, enhancing public safety, and informing policy decisions. The exponential growth and unstructured nature of online news articles, however, present significant challenges for efficient and accurate information extraction. This study aims to enhance the efficiency and accuracy of crime news data collection and classification through advanced Natural Language Processing (NLP) techniques and … …Journal of Computer Science, Vol. 21, Issue 9 · 16 Oct 2025 · 2,288 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleRacialization of Drug Use and Gang Involvement: Racial Crime Stereotype of Minorities, Fear of Crime and the Impact of SexVeronica M. Ahadzie, Robert L. PeraltaThis study examines how racialized crime and drug stereotypes of African Americans and Hispanics affect the fear of crime. Based on racial threat theory, which argues that members of the majority racial group perceive the increasing minority group population as threatening, and labeling theory, which argues that labeling someone as "deviant" reinforces that behavior and affects how they are treated, … …Journal of Social Sciences, Vol. 20, Issue 1 · 2 Jan 2025 · 5,593 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCrime Rate Analysis and Mapping from Socio-Economic Data Using Deep Neural NetworksSanthosh Sankara, Nadeson SugithaCrime prediction is the attempt to identify and mitigate future criminal activity. Crime is typically "unpredictable"; it cannot be predicted in advance. Addressing the roots of crime has long been a priority for researchers. Extracting causality from data is difficult if the relevant data aspects are not selected. In this research activity, an innovative classification framework is defined which is … …Journal of Computer Science, Vol. 20, Issue 10 · 17 Aug 2024 · 5,089 accessesView PDFCite
Review ArticleOpen accessEvery word in the titleCrime Prediction Using Machine Learning: A Comparative AnalysisAbdulrahman Alsubayhin, Muhammad Ramzan, Bander AlzahraniIn the past few years, Machine Learning (ML) methods have acquired extensive attention from researchers and even criminology practitioners for their potential in crime prediction and crime forecast. To date, many research studies have already been performed on crime prediction using machine learning techniques. Some common methods that have been used include KNNs, Decision trees, Naïve Bayes, and random forest, … …Journal of Computer Science, Vol. 19, Issue 9 · 29 Aug 2023 · 8,063 accessesView PDFCite
Review ArticleOpen accessEvery word in the titleArtificial Intelligence Techniques and External Factors used in Crime Forecasting in Violence and Property: A ReviewRebaz Mala Nabi, Soran Ab. M. Saeed, Habibollah HaronCrime forecasting is beneficial in providing useful information to authorities in planning effective crime prevention measures. The two types of analysis used in crime forecasting are univariate and multivariate. Comparatively, multivariate analysis provides better forecasting accuracy because of its ability to discover crime patterns not previously seen. Crime is strongly influenced by several external factors, including economic, social and demographic. … …Journal of Computer Science, Vol. 16, Issue 2 · 19 Feb 2020 · 7,918 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleParameter Optimization of Gradient Tree Boosting Using Dragonfly Algorithm in Crime Forecasting and AnalysisAlif Ridzuan Khairuddin, Nor Azizah Ali, Razana Alwee et al.Crime forecasting and analysis are very important in predicting future crime patterns and beneficial to the authorities in planning effective crime prevention measures. One of the challenges found in crime analysis is the crime data itself as its form, representation and distribution are varied and unpredictable. To handle such data, most researchers have been focusing on applying various Artificial Intelligence … …Journal of Computer Science, Vol. 15, Issue 8 · 7 Aug 2019 · 7,918 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleCOMPARATIVE STUDY OF K-MEANS AND K-MEANS++ CLUSTERING ALGORITHMS ON CRIME DOMAINBashar Aubaidan, Masnizah Mohd, Mohammed AlbaredThis study presents the results of an experimental study of two document clustering techniques which are k-means and k-means++. In particular, we compare the two main approaches in crime document clustering. The drawback of k-means is that the user needs to define the centroid point. This becomes more critical when dealing with document clustering because each center point represented by … …Journal of Computer Science, Vol. 10, Issue 7 · 19 Feb 2014 · 7,762 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleThe Development of Community Crime Preventing Network Model in Northeastern ThailandCheuchai Po-Klin, Songkoon Chantachon, Somchai WanluProblem statement: Crime is the thing deteriorating social security. The objectives of this research were to study: (1) the historical background for preventing crime in northeastern region, (2) current situation and problem of community network for preventing crime in northeastern region and (3) develop the model of community network for preventing crime in northeastern region. Approach: The research area included … …Journal of Social Sciences, Vol. 6, Issue 3 · 30 Sep 2010 · 8,178 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleAn Empirical Study of Attitudes and Opinions of Computer Crimes: A Comparative Study between U.K. and the Kingdom of BahrainAdel I. Al-Alawi, Mohamed F. AbdelgadirIn this digital age we are constantly becoming more reliant on technology and information systems in all walks of life. There is no doubt that Computer systems play a fundamental role in the basic operation of almost all organizations today. The emergence of the Internet has played a major role in exploiting new opportunities and markets for many businesses today … …Journal of Computer Science, Vol. 2, Issue 3 · 31 Mar 2006 · 7,059 accessesView PDFCite