Complex Network Tools to Understand the Behavior of Criminality in Urban Areas

Complex networks are nowadays employed in several applications. Modeling urban street networks is one of them, and in particular to analyze criminal aspects of a city. Several research groups have focused on such application, but until now, there is a lack of a well-defined methodology for employing complex networks in a whole crime analysis process, i.e. from data preparation to a deep analysis of criminal communities. Furthermore, the "toolset" available for those works is not complete enough, also lacking techniques to maintain up-to-date, complete crime datasets and proper assessment measures. In this sense, we propose a threefold methodology for employing complex networks in the detection of highly criminal areas within a city. Our methodology comprises three tasks: (i) Mapping of Urban Crimes; (ii) Criminal Community Identification; and (iii) Crime Analysis. Moreover, it provides a proper set of assessment measures for analyzing intrinsic criminality of communities, especially when considering different crime types. We show our methodology by applying it to a real crime dataset from the city of San Francisco - CA, USA. The results confirm its effectiveness to identify and analyze high criminality areas within a city. Hence, our contributions provide a basis for further developments on complex networks applied to crime analysis.Comment: 7 pages, 2 figures, 14th International Conference on Information Technology : New Generation

Healthy Returns Initiative: Strengthening Mental Health Services in the Juvenile Justice System

Youth in the juvenile justice system suffer from a variety of mental illnesses, and, if not treated, these issues can become worse. The published literature shows that most of the youth in the system suffer from a debilitating mental illness. Lack of health care coverage also represents a major issue, as there are few services available to youth who do not have coverage

Building new frontiers: An ecosystemic approach to development, culture, education, environment and quality of life

Quality of life, natural and man-made environments, physical, social and mental well-being are currently undermined by all sorts of hazards and injuries; political, economical, social and cultural disarray normalise atrocious behaviours and violence throughout the world. Considering the multiple problems of difficult settlement or solution in our times, current environmental, social, cultural, educational, political and economic policies and practices are examined in view of new paradigms of growth, power, wealth, work and freedom. A multidimensional ecosystemic approach and planning model for the diagnosis and prognosis of quality of life integrate into a dynamic configuration four dimensions of being-in-the- world (intimate, interactive, social and biophysical), as they induce the events (deficits and assets), cope with consequences (desired or undesired) and reorganise for change, enhancing connexions and sealing ruptures. Development and evaluation of teaching programmes, research projects and public policies benefit from a deep understanding of the events, providing a critical comprehensive four-dimensional framework and planning model for effective and responsible action.education; culture; public policies; environment; ecosystems