Officer-Involved Domestic Violence: The Mediating Factors

Domestic and family violence has been a critical issue in contemporary society. Efforts have been made in researching the causes, effects, and mediating factors of domestic violence in relation to the workplace. Studies demonstrate that a relationship between conflict crossing over from the work to the home environment exist. Additional studies demonstrate that domestic violence does affect the workplace; however, there is little to no scientific data on the reverse relationship. The reverse relationship regards whether the workplace affects the occurrence of domestic violence. This research paper will dive into this topic, and on the lack of data available. Supporting data will illustrate that factors from the workplace do affect the likelihood of domestic and/or family violence occurring in police families. Not considering or viewing police family violence as an effect of workplace factors is shortsighted, and it demonstrates the need for education on this topic. With new data, comes new policies and implications that are reconfigurations of the existing policies. There is a need to bring this subject to light, and in view of the law enforcement community

Semantically annotated hypermedia services

Hypermedia systems’ researchers investigate the various approaches in the way documents and resources are linked, navigated and stored in a distributed environment. Unfortunately, those systems fail to provide effortlessly usable discrete services, since it is difficult both to discover and to invoke any of them. This paper proposes the usage of emerging technologies that try to augment the Web resources with semantics in order to provide Hypermedia services that can be easily discovered, and integrated by potential third party developers. In this context, we analyze the benefits for the Hypermedia community upon the adoption of Semantic Web technologies for the description of Hypermedia services, and we implement an initial corresponding ontology

Structural Justice: A critical feminist framework exploring the intersection between justice, equity and structural reconciliation.

Violence against women is a human rights violation (UN, 2006). It affects the health of women globally (UN, 2009) and its elimination is at the heart of many international and national goals. Intimate partner violence (IPV), one of the most common forms of gender-based violence, affects one in three women worldwide (WHO, 2013). The consequences of IPV create negative health outcomes for women that diminish their quality of life and their overall well-being. Abused women access community supports such as shelters to seek safe refuge from the abuse and restore their lives. While shelters play an extensive role in helping women to rebuild their lives they often struggle to navigate inflexible and unjust systemic structures that can be re-victimizing to women and undermine their ability to live violence free. This study describes an emergent narrative of structural justice (SJ) that arose while examining the structural challenges of 6 shelters for abused women in urban and rural Virginia. It details the critical exploration of the intersection between structure and justice by integrating existing literature with qualitative participant narratives (N=36); and constructing an operational definition of structural justice (SJ) through an iterative process. Findings reveal SJ oriented patterns that shape five core tenets at the heart of this narrative. This SJ offers a framework out of which we can create a narrative of hope and a call-to-action. to rectify systemic violence. This framework contributes to the discourse concerning the elimination of VAW as it focuses on creating justice, equity and structural reconciliation

Gun Control in America: A Global Comparison

The United States has a high number of gun-related deaths compared to the rest of the world. Many approaches attempt to help mitigate these deaths, but few have proven ultimately successful on a national level. The purpose of this paper is to establish the need for gun reform by determining the relationship between guns and fatalities and covers how the US and foreign countries approach gun control. More specifically, this paper will examine each of the different approaches: firearm access restrictions, licensing restrictions, carry restrictions, and issuing parameters for concealed weapon permits. This examination will include firearm homicide rates as well as firearm suicide rates. Additionally, this paper will also incorporate the works of Altheimer (2010), Masters (2015), and Rosenbaum (2012), all of whom have examined the issue of gun reform on a global level. This examination relies on pooled data to most effectively reach the following conclusion: The United States should compare its gun laws to foreign countries to mitigate gun deaths

Fairness Testing: A Comprehensive Survey and Analysis of Trends

Unfair behaviors of Machine Learning (ML) software have garnered increasing attention and concern among software engineers. To tackle this issue, extensive research has been dedicated to conducting fairness testing of ML software, and this paper offers a comprehensive survey of existing studies in this field. We collect 100 papers and organize them based on the testing workflow (i.e., how to test) and testing components (i.e., what to test). Furthermore, we analyze the research focus, trends, and promising directions in the realm of fairness testing. We also identify widely-adopted datasets and open-source tools for fairness testing