Information extraction from multimedia web documents: an open-source platform and testbed

The LivingKnowledge project aimed to enhance the current state of the art in search, retrieval and knowledge management on the web by advancing the use of sentiment and opinion analysis within multimedia applications. To achieve this aim, a diverse set of novel and complementary analysis techniques have been integrated into a single, but extensible software platform on which such applications can be built. The platform combines state-of-the-art techniques for extracting facts, opinions and sentiment from multimedia documents, and unlike earlier platforms, it exploits both visual and textual techniques to support multimedia information retrieval. Foreseeing the usefulness of this software in the wider community, the platform has been made generally available as an open-source project. This paper describes the platform design, gives an overview of the analysis algorithms integrated into the system and describes two applications that utilise the system for multimedia information retrieval

Medical curricula on intimate partner violence in Mozambique

Introduction: The aim of the study described in this paper is to screen medical curricula in relation to the attention paid to intimate partner violence, by applying a framework derived from the international literature. Material and Methods: We screened curricula of five Mozambican medical schools based on a state-of-the-art intimate partner violence curriculum framework. The latter framework was based on a review of the literature. Results: Few medical schools of Mozambique could be identified addressing intimate partner violence in their curriculum. When tackled, intimate partner violence content is mostly dealt within the context of Obstetrics and Gynaecology, Community Health and Forensic Medicine rotations. Intimate partner violence contents are integrated as stand-alone modules in some specific subjects. In none of the schools, specific teachers teaching intimate partner violence could be identified. No time allocation was specified to address the topic; no teaching and learning strategies could be identified invoking awareness or supporting basic knowledge acquisition; additionally, hardly any information about related assessment methods was found. Only in one medical school was the subject part of the formal curriculum. Discussion: Intimate partner violence content is hardly and inconsistently addressed. The limited intimate partner violence content tracked in the Mozambican medical schools’ curricula, mainly addresses violence in general, for instance as identified in Orthopaedics or Surgery contexts and sexual violence in Obstetrics and Gynaecology. The inclusion of elements of intimate partner violence in the curriculum remains restricted, questioning the impact of medical education of future practitioners’ competencies. Conclusion: Critical changes are needed in medical curricula to match the current epidemiology of intimate partner violence in Mozambique

Serious violent offenders : developing a risk assessment framework

In order to establish a complementary language of risk across all agencies, it is recommended that the Scottish Government and the Risk Management Authority actively disseminate MAPPA guidance through the RMA's specialist training programme and through the development of protocols and memoranda of agreement. Prior to a violent offender framework being implemented, an audit of existing numbers, staffing, budgetary and other resources should be undertaken across the Community Justice Authorities to ascertain projected needs

A multi-centre study of adults with learning disabilities referred to services for antisocial or offending behaviour: demographic, individual, offending and service characteristics

This study was carried out as part of a larger study commissioned by the UK Department of Health to investigate the service pathways for offenders with learning disabilities (LD). The study covered three health regions in the UK and included 477 people with LD referred to services because of antisocial or offending behaviour during a 12-month period. Data were collected concerning demographic, individual, offending behaviour and service characteristics. The findings of the study are broadly consistent with contemporary research concerning this population, particularly in relation to the nature and frequency of offending, history of offending, psychopathology, age and gender distribution. However, very few of those referred had any form of structured care plan, despite having significant offending histories, and this may have compromised early identification of their needs and communication between the health, social and other services involved