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194 Results Found

  • Article
  • Open Access
4 Citations
11,354 Views
21 Pages

Risk and Pattern Analysis of Pakistani Crime Data Using Unsupervised Learning Techniques

  • Faria Ferooz,
  • Malik Tahir Hassan,
  • Sajid Mahmood,
  • Hira Asim,
  • Muhammad Idrees,
  • Muhammad Assam,
  • Abdullah Mohamed and
  • El-Awady Attia

6 April 2022

To reduce crime rates, there is a need to understand and analyse emerging patterns of criminal activities. This study examines the occurrence patterns of crimes using the crime dataset of Lahore, a metropolitan city in Pakistan. The main aim is to fa...

  • Article
  • Open Access
1 Citations
2,513 Views
15 Pages

5 April 2024

A nonlinear crime model is generalized by introducing self- and cross-diffusion terms. The effect of diffusion on the stability of non-negative constant steady states is applied. In particular, the cross-diffusion-driven instability, called Turing in...

  • Article
  • Open Access
15 Citations
5,817 Views
11 Pages

Empirical studies have focused on investigating the interactive relationships between crime pairs. However, many other types of crime patterns have not been extensively investigated. In this paper, we introduce three basic crime patterns in four comb...

  • Article
  • Open Access
6 Citations
3,441 Views
15 Pages

22 September 2021

Chinese cities have been undergoing extraordinary changes in many respects during the process of urbanization, which has caused crime patterns to evolve accordingly. This research applies a Bayesian spatiotemporal model to explore and understand the...

  • Article
  • Open Access
8 Citations
6,515 Views
40 Pages

Given the paramount impacts of COVID-19 on people’s lives in the capital of the UK, London, it was foreseeable that the city’s crime patterns would have undergone significant transformations, especially during lockdown periods. This study...

  • Article
  • Open Access
15 Citations
5,473 Views
12 Pages

The Spatiotemporal Pattern and Driving Factors of Cyber Fraud Crime in China

  • Shuai Chen,
  • Chundong Gao,
  • Dong Jiang,
  • Mengmeng Hao,
  • Fangyu Ding,
  • Tian Ma,
  • Shize Zhang and
  • Shunde Li

As a typical cybercrime, cyber fraud poses severe threats to civilians’ property safety and social stability. Traditional criminological theories such as routine activity theory focus mainly on the effects of individual characteristics on cyber...

  • Article
  • Open Access
1,590 Views
29 Pages

Background/Objectives—Traditional forensic investigations often analyze digital, physical, and criminological evidence separately, leading to fragmented timelines and reduced accuracy in reconstructing complex events. To address these gaps, thi...

  • Article
  • Open Access
3 Citations
6,556 Views
18 Pages

“Strike Hard” is an enhanced law-enforcement strategy in China that aims to suppress crime, but measurement of the crime-reducing effect and potential changes in the spatiotemporal concentration of crime associated with “Strike Hard...

  • Article
  • Open Access
27 Citations
4,974 Views
19 Pages

Immigrants and natives are generally comparable in committing violent crimes in many Western cities. However, little is known about spatial differences between internal migrant offenders and native offenders in committing violence in contemporary urb...

  • Article
  • Open Access
3 Citations
2,803 Views
17 Pages

24 May 2023

The paper presents the results of the investigation of the applicability of spatiotemporal kernel density estimation (KDE) methods for density mapping of violent crime in Lithuania. Spatiotemporal crime research helps to understand and control specif...

  • Review
  • Open Access
20 Citations
14,893 Views
49 Pages

28 April 2023

Digital technologies have recently become more advanced, allowing for the development of social networking sites and applications. Despite these advancements, phone calls and text messages still make up the largest proportion of mobile data usage. It...

  • Article
  • Open Access
10 Citations
6,739 Views
24 Pages

In post-pandemic, climate-changing societies, the presence of urban greenspace assumes paramount functions, at the same time that socio-economic crises and shocks augment vulnerabilities and insecurities. The recent literature on environmental crimin...

  • Article
  • Open Access

24 February 2026

This paper analyses the self-organization and spatio-temporal pattern formation in bacterial and human populations using chemotaxis-based mathematical models. The pattern formation in the following three chemotaxis-type systems is investigated: the s...

  • Article
  • Open Access
47 Citations
8,894 Views
15 Pages

Most studies of spatial colocation patterns of crime and land-use features in geographical information science and environmental criminology employ global measures, potentially obscuring spatial inhomogeneity. This study investigated the relationship...

  • Feature Paper
  • Article
  • Open Access
2 Citations
23,325 Views
18 Pages

This paper analyses the spatial trends and patterns of the crime rates in London and explores how socio-economic characteristics affect crime rates with consideration of the geographic context across London. The 2015 London Crime Statistics and Socio...

  • Article
  • Open Access
3 Citations
4,383 Views
25 Pages

Geospatial Patterns of Property Crime in Thailand: A Socioeconomic Perspective for Sustainable Cities

  • Hiranya Sritart,
  • Hiroyuki Miyazaki,
  • Sakiko Kanbara and
  • Somchat Taertulakarn

18 July 2025

Property crime is a pressing issue in maintaining social order and urban sustainability, particularly in regions marked by pronounced socioeconomic disparity. While the link between socioeconomic stress and crime is well established, regional variati...

  • Article
  • Open Access
1,900 Views
22 Pages

30 September 2025

This study examines the spatial crime perception gap (SCPG), the mismatch between perceived and actual crime, which can lead to unnecessary avoidance behaviors, anxiety, or lack of vigilance. While few studies have explored this phenomenon from a spa...

  • Article
  • Open Access
3 Citations
9,643 Views
16 Pages

21 November 2022

The primary purpose of this paper is to test the applicability of environmental criminology in South Korea. Moreover, it explores effective strategies from a spatial planning perspective by taking control of diverse spatial planning factors. The stud...

  • Article
  • Open Access
37 Citations
25,955 Views
18 Pages

Criminal activities are often unevenly distributed over space. The literature shows that the occurrence of crime is frequently concentrated in particular neighbourhoods and is related to a variety of socioeconomic and crime opportunity factors. This...

  • Feature Paper
  • Article
  • Open Access
2 Citations
3,123 Views
14 Pages

Different Ways Ambient and Immobile Population Distributions Influence Urban Crime Patterns

  • Natalia Sypion-Dutkowska,
  • Minxuan Lan,
  • Marek Dutkowski and
  • Victoria Williams

The article aims to propose a new way of estimating the ambient and immobile urban population using geotagged tweets and age structure, and to test how they are related to urban crime patterns. Using geotagged tweets and age structure data in 37 neig...

  • Article
  • Open Access
5 Citations
2,978 Views
19 Pages

The discovery of spatio-temporal co-occurrence patterns (STCPs) among multiple types of crimes whose events frequently co-occur in neighboring space and time is crucial to the joint prevention of crimes. However, the crime event occurrence time is of...

  • Article
  • Open Access
325 Views
19 Pages

The urban physical environment is composed of multiple elements that collectively influence the spatial pattern of crime. Existing research has predominantly focused on the relationship between individual types of facilities and crime, yet there rema...

  • Article
  • Open Access
4 Citations
4,222 Views
25 Pages

This study aimed to evaluate the relationships between different groups of explanatory variables (i.e., dynamic human activity variables, static variables of social disorganisation and crime generators, and combinations of both sets of variables) and...

  • Article
  • Open Access
10 Citations
3,254 Views
14 Pages

Identifying the Spatio-Temporal Characteristics of Crime in Liangshan Prefecture, China

  • Wuxue Cheng,
  • Yajun Rao,
  • Yixin Tang,
  • Jiajia Yang,
  • Yuxin Chen,
  • Li Peng and
  • Jiangcheng Hao

Crime prevention and governance play critical roles in public security management. Liangshan Yi Autonomous Prefecture in Sichuan Province has a high crime rate, and spatio-temporal analysis of crime in this region could assist with public security ma...

  • Article
  • Open Access
2 Citations
4,907 Views
15 Pages

This paper uses graph theoretical measures to analyse the relationship between street network usage, as well as other street- and area-level factors, and dissident Republican violence in Belfast. A multi-level statistical model is used. Specifically,...

  • Article
  • Open Access
1 Citations
18,282 Views
16 Pages

The purpose of this research was to study forward-spatter misting patterns by shooting a firearm through a chamber of blood encased in ballistic gel to determine if there is a relationship between bloodstain pattern size as a function of distance and...

  • Review
  • Open Access
29 Citations
17,954 Views
34 Pages

Mobile Phone Data: A Survey of Techniques, Features, and Applications

  • Mohammed Okmi,
  • Lip Yee Por,
  • Tan Fong Ang and
  • Chin Soon Ku

12 January 2023

Due to the rapid growth in the use of smartphones, the digital traces (e.g., mobile phone data, call detail records) left by the use of these devices have been widely employed to assess and predict human communication behaviors and mobility patterns...

  • Feature Paper
  • Article
  • Open Access
6 Citations
2,401 Views
16 Pages

29 June 2022

Crime is a negative phenomenon that affects the daily life of the population and its development. When modeling crime data, assumptions on either the spatial or the temporal relationship between observations are necessary if any statistical analysis...

  • Article
  • Open Access
11 Citations
3,531 Views
16 Pages

Hotspot detection is an important exploratory technique to identify areas with high concentrations of crime and help deploy crime-reduction resources. Although a variety of methods have been developed to detect crime hotspots, few studies have system...

  • Article
  • Open Access
42 Citations
14,628 Views
20 Pages

The Impact of COVID-19 on Crime: A Spatial Temporal Analysis in Chicago

  • Mengjie Yang,
  • Zhe Chen,
  • Mengjie Zhou,
  • Xiaojin Liang and
  • Ziyue Bai

The coronavirus disease 2019 (COVID-19) pandemic has had tremendous and extensive impacts on the people’s daily activities. In Chicago, the numbers of crime fell considerably. This work aims to investigate the impacts that COVID-19 has had on the spa...

  • Article
  • Open Access
11 Citations
4,092 Views
22 Pages

Discovering Spatial-Temporal Indication of Crime Association (STICA)

  • Chao Jiang,
  • Lin Liu,
  • Xiaoxing Qin,
  • Suhong Zhou and
  • Kai Liu

The importance of combining spatial and temporal aspects has been increasingly recognized over recent years, yet pertinent pattern analysis methods in place-based crime research still need further development to explicitly indicate spatial-temporal l...

  • Article
  • Open Access
16 Citations
8,311 Views
15 Pages

Addressing Urban Management Challenges for Sustainable Development: Analyzing the Impact of Neighborhood Deprivation on Crime Distribution in Chicago

  • Omid Mansourihanis,
  • Mohammad Javad Maghsoodi Tilaki,
  • Shiva Sheikhfarshi,
  • Fatemeh Mohseni and
  • Ebrahim Seyedebrahimi

1 August 2024

Urban crime prevention remains a critical challenge intertwined with socioeconomic disparities. This study investigates the spatial nexus between urban deprivation and crime decline in Chicago from 2015 to 2022, addressing the question: How do change...

  • Article
  • Open Access
3 Citations
5,040 Views
14 Pages

The Correlation Between Crime Frequency and Urban Spatial Hierarchy in Busan

  • Yao Lu,
  • Shan Gao,
  • Tingting Hong,
  • Zhe Cao,
  • Heangwoo Lee,
  • Eunkil Cho and
  • Xiaolong Zhao

21 March 2025

This study examined the relationship between urban spatial hierarchy and crime rates in Busan using space syntax. This research study investigated the correlation between crime frequency and Busan’s urban space structure. The findings are as fo...

  • Article
  • Open Access
16 Citations
6,996 Views
20 Pages

The Role of Geoprocessing in Mapping Crime Using Hot Streets

  • Quincy T. Tom-Jack,
  • Jennifer M. Bernstein and
  • Laura C. Loyola

Law enforcement agencies (LEA) have long attempted to determine crime patterns, determinants of crime, and ways to improve security. For several years, LEAs have utilized geographic information systems (GISs) to better understand the spatial nature o...

  • Article
  • Open Access
5 Citations
3,423 Views
10 Pages

Near-repeat crime refers to a pattern whereby one crime event is soon followed by a similar crime event at a nearby location. Existing research on near-repeat crime patterns is inconclusive about where near-repeat patterns emerge and which physical a...

  • Article
  • Open Access
4 Citations
4,538 Views
17 Pages

Urban crime is a pressing issue in socially unequal regions like Brazil. We investigate the complex relationships between crime, victims, and urban situations in Rio de Janeiro. We analyze the connections between specific types of crime, victim chara...

  • Article
  • Open Access
36 Citations
9,794 Views
25 Pages

Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets

  • Alina Ristea,
  • Justin Kurland,
  • Bernd Resch,
  • Michael Leitner and
  • Chad Langford

Crowd-based events, such as football matches, are considered generators of crime. Criminological research on the influence of football matches has consistently uncovered differences in spatial crime patterns, particularly in the areas around stadia....

  • Article
  • Open Access
1,721 Views
11 Pages

Analysis of the Flow of Offenders to the Metropolitan Region of Chile

  • Pablo Cadena-Urzúa,
  • Javier Guardiola,
  • Adina Iftimi and
  • Francisco Montes

15 July 2024

This study, based on data from 2015 to 2019 on the movement of offenders to the Metropolitan Region of Chile, uses Poisson and Negative Binomial models to analyze the flow of offenders from other Chilean regions. It confirms that factors such as gend...

  • Article
  • Open Access
2,824 Views
21 Pages

8 September 2025

Urban safety is a critical concern for sustainable city development, with crime patterns often linked to localized environmental factors. Understanding the spatial dynamics of safety is critical for informed design and planning of urban environments....

  • Article
  • Open Access
4 Citations
3,661 Views
16 Pages

Urban crimes are a severe threat to livable and sustainable urban environments. Many studies have investigated the patterns, causes, and strategies for curbing the occurrence of urban crimes. It is found that neighborhood socioeconomic status, physic...

  • Article
  • Open Access
46 Citations
7,641 Views
17 Pages

Ambient Population and Larceny-Theft: A Spatial Analysis Using Mobile Phone Data

  • Li He,
  • Antonio Páez,
  • Jianmin Jiao,
  • Ping An,
  • Chuntian Lu,
  • Wen Mao and
  • Dongping Long

In the spatial analysis of crime, the residential population has been a conventional measure of the population at risk. Recent studies suggest that the ambient population is a useful alternative measure of the population at risk that can better captu...

  • Article
  • Open Access
17 Citations
5,449 Views
12 Pages

Crime geographical displacement has been examined in many Western countries. However, little is known about its existence, distribution, and potential predictive ability in large cities in China. Compared to the existing research, this study contribu...

  • Article
  • Open Access
31 Citations
11,290 Views
16 Pages

This exploratory study identifies spatial patterns of crimes and their associations with the index of Unsatisfied Basic Needs (UBN), with Communitarian Policy Units (CPU) density, as well as with population density. The case study is the Metropolitan...

  • Article
  • Open Access
5 Citations
8,808 Views
26 Pages

Spatiotemporal Analysis of Nighttime Crimes in Vienna, Austria

  • Jiyoung Lee,
  • Michael Leitner and
  • Gernot Paulus

Studying the spatiotemporal dynamics of crime is crucial for accurate crime geography research. While studies have examined crime patterns related to weekdays, seasons, and specific events, there is a noticeable gap in research on nighttime crimes. T...

  • Article
  • Open Access
3 Citations
12,584 Views
18 Pages

What Determines the Crime Rate? A Macroeconomic Case Study

  • Tomas Karpavicius,
  • Andriy Stavytskyy,
  • Vincentas Rolandas Giedraitis,
  • Erstida Ulvidienė,
  • Ganna Kharlamova and
  • Brigita Kavaliauskaite

17 September 2024

This study examines the relationship between economic indicators and crime rates in six European countries: Lithuania, Germany, Greece, Portugal, Finland and Sweden. By examining macroeconomic factors such as GDP, security spending and per capita con...

  • Article
  • Open Access
9 Citations
3,543 Views
14 Pages

10 July 2021

Previous studies have shown that when a crime occurs, the risk of crime in adjacent areas increases. To reflect this, previous grid-based crime prediction studies combined all the cells surrounding the event location to be predicted for use in model...

  • Article
  • Open Access
36 Citations
9,676 Views
18 Pages

Crime Prediction and Monitoring in Porto, Portugal, Using Machine Learning, Spatial and Text Analytics

  • Miguel Saraiva,
  • Irina Matijošaitienė,
  • Saloni Mishra and
  • Ana Amante

Crimes are a common societal concern impacting quality of life and economic growth. Despite the global decrease in crime statistics, specific types of crime and feelings of insecurity, have often increased, leading safety and security agencies with t...

  • Article
  • Open Access
5 Citations
3,354 Views
17 Pages

Urban crimes are not homogeneously distributed but exhibit spatial heterogeneity across a range of spatial scales. Meanwhile, while geographic space shapes human activities, it is also closely related to multiscale characteristics. Previous studies h...

  • Article
  • Open Access
14 Citations
7,971 Views
24 Pages

Explore the Correlation between Environmental Factors and the Spatial Distribution of Property Crime

  • Lijian Sun,
  • Guozhuang Zhang,
  • Dan Zhao,
  • Ling Ji,
  • Haiyan Gu,
  • Li Sun and
  • Xia Li

Comprehensively understanding the factors influencing crime is a prerequisite for preventing and combating crime. Although some studies have investigated the relationship between environmental factors and property crime, the interaction between facto...

  • Article
  • Open Access
24 Citations
6,174 Views
14 Pages

With the development of Geographic Information Systems (GIS), crime mapping has become an effective approach for investigating the spatial pattern of crime in a defined area. Understanding the relationship between crime and its surrounding environmen...

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