Developing front-end Web 2.0 technologies to access services, content and things in the future Internet

The future Internet is expected to be composed of a mesh of interoperable web services accessible from all over the web. This approach has not yet caught on since global user?service interaction is still an open issue. This paper states one vision with regard to next-generation front-end Web 2.0 technology that will enable integrated access to services, contents and things in the future Internet. In this paper, we illustrate how front-ends that wrap traditional services and resources can be tailored to the needs of end users, converting end users into prosumers (creators and consumers of service-based applications). To do this, we propose an architecture that end users without programming skills can use to create front-ends, consult catalogues of resources tailored to their needs, easily integrate and coordinate front-ends and create composite applications to orchestrate services in their back-end. The paper includes a case study illustrating that current user-centred web development tools are at a very early stage of evolution. We provide statistical data on how the proposed architecture improves these tools. This paper is based on research conducted by the Service Front End (SFE) Open Alliance initiative

A theoretical exploration of perspectives of key stakeholders on the implementation of antimicrobial stewardship programmes: a qualitative study underpinned by the consolidated framework for implementation research.

While a plethora of studies report antimicrobial stewardship programme (ASP) implementation, these are limited by a lack of theoretical underpinning. This may lead to missing key factors that are likely to influence the successful or unsuccessful implementation. The aim of this study was to explore key stakeholders' perspectives of ASP implementation in United Arab Emirates (UAE) hospitals, with a focus on facilitators and barriers. The study employed a qualitative approach using semi-structured interviews conducted with ASP stakeholders involved in clinical use of antimicrobials at the individual patient level, and including ASP team members and non-members. An interview schedule based on published literature and grounded in the Consolidated Framework for Implementation Research (CFIR) was developed, reviewed, and piloted. Recruitment was via purposive and snowball sampling. Interviews were recorded, transcribed, and thematically analysed by two independent researchers using CFIR as a coding framework. Data saturation was achieved at thirty-one interviews. Multiple CFIR constructs were identified as implementation facilitators or barriers. Facilitators included external policy requirements (both national and international), leadership support, stakeholders' engagement, collaborative culture, effective communication, and forward planning. Barriers included blame culture, complexity of ASP implementation and a shortage of expert personnel. Numerous facilitators and barriers to ASP implementation from a stakeholders' perspective were identified in this research. The value of early leadership engagement to support provision of required resources, a need for effective planning and establishment of multiple engagement techniques, and valuable communication with healthcare providers are the main recommendations emerging to support improvement in clinical practice

Contextual Bandit Modeling for Dynamic Runtime Control in Computer Systems

Modern operating systems and microarchitectures provide a myriad of mechanisms for monitoring and affecting system operation and resource utilization at runtime. Dynamic runtime control of these mechanisms can tailor system operation to the characteristics and behavior of the current workload, resulting in improved performance. However, developing effective models for system control can be challenging. Existing methods often require extensive manual effort, computation time, and domain knowledge to identify relevant low-level performance metrics, relate low-level performance metrics and high-level control decisions to workload performance, and to evaluate the resulting control models. This dissertation develops a general framework, based on the contextual bandit, for describing and learning effective models for runtime system control. Random profiling is used to characterize the relationship between workload behavior, system configuration, and performance. The framework is evaluated in the context of two applications of progressive complexity; first, the selection of paging modes (Shadow Paging, Hardware-Assisted Page) in the Xen virtual machine memory manager; second, the utilization of hardware memory prefetching for multi-core, multi-tenant workloads with cross-core contention for shared memory resources, such as the last-level cache and memory bandwidth. The resulting models for both applications are competitive in comparison to existing runtime control approaches. For paging mode selection, the resulting model provides equivalent performance to the state of the art while substantially reducing the computation requirements of profiling. For hardware memory prefetcher utilization, the resulting models are the first to provide dynamic control for hardware prefetchers using workload statistics. Finally, a correlation-based feature selection method is evaluated for identifying relevant low-level performance metrics related to hardware memory prefetching

Physical Activity Patterns and School Aged Children Perceptions of After School Programs

abstract: With many students of all ages attending after school programs (APSs) where there are a variety of program specific goals, this study examined the physical activity (PA) patterns of youth and teens attending afterschool programs as well as their physical activity during the school week. The first phase of the study used a validated observational instrument System for Observing Play and Leisure in Youth (SOPLAY) to record PA data and contextual aspects. Data was analyzed using cross-tabulations, chi-square test, and a table created to understand moderate to vigorous physical activity (MVPA) levels and contextual variables of the ASP. Findings suggest both girls and boys engaged in MVPA in environments built for play, while the mean percentage of girls engaged in MVPA was less than boys regardless of activity area. The second phase of the study used a survey comprised of two self-administered instruments. The first section used the Middle School Health Behavior Survey (MSHBS), which has been previously validated to record youth and teens PA behaviors during the past school week inside and outside of school. The second portion of the survey asked youth and teens about PA participation, leisure time, perceptions of the after school program, and choices within the after school program using the validated Kaiser Physical Activity Survey (KPAS). Data was analyzed using descriptive statistics to calculate and summarize data within and across both groups. Results showed more than half of youth and teens surveyed were active in some form during the past week regardless of being in school or outside of school, approximately less than a third are in front of a television or computer for less than an hour, and the favorite part of the ASP to youth and teens was the Gym and Friends respectively.Dissertation/ThesisDoctoral Dissertation Physical Education 201

Capturing Individual Harms

The aggregated lifestyles and behaviors of individuals impose significant environmental harms yet remain largely unregulated. A growing literature recognizes the environmental significance of individual behaviors, critiques the failure of environmental law and policy to capture harms traceable to individual behaviors, and suggests and evaluates strategies for capturing individual harms going forward. This Article contributes to the existing literature by approaching the problem of environmentally significant individual harms through the lens of environmental federalism. Using climate change and individual greenhouse gas (“GHG”) emissions as an exemplar, the Article illustrates how local information, local governments, and local implementation can enhance policies designed to capture individual environmental harms. Local information and community-level implementation may enhance norm management efforts designed to influence GHG-emitting behaviors by (1) allowing for the identification of concrete behaviors that are feasible to target through norm management in a given community; (2) informing the design and content of norm campaigns, including the selection of the abstract norm that will form the basis of the appeal for specific behavioral change; and (3) facilitating effective implementation strategies. This framework supports a preference for local action expressed, but to date largely unexamined, in the broader norm management literature. Additionally, the Article argues that obstacles to using mandates to influence GHG-emitting behaviors may be less formidable when mandates are developed and enforced locally. Local development and enforcement of mandates can reduce intrusion objections because (1) individuals are accustomed to local control over day-to-day behaviors; (2) familiarity with local attitudes and practices enables the design of mandates that avoid intrusion objections; and (3) local governments are in a better position to structure time, place, and manner restrictions that channel behavior while preserving some individual choice. Local design and enforcement of mandates may also minimize the key enforcement challenges of expense, numerosity, and (in)visibility

Making healthy eating and physical activity policy practice: The design and overview of a group randomized controlled trial in afterschool programs

National and state organizations have developed policies calling upon afterschool programs (ASPs, 3–6 pm) to serve a fruit or vegetable (FV) each day for snack, while eliminating foods and beverages high in added-sugars, and to ensure children accumulate a minimum of 30 min/d of moderate-to-vigorous physical activity (MVPA). Few efficacious and cost-effective strategies exist to assist ASP providers in achieving these important public health goals. This paper reports on the design and conceptual framework of Making Healthy Eating and Physical Activity (HEPA) Policy Practice in ASPs, a 3-year group randomized controlled trial testing the effectiveness of strategies designed to improve snacks served and increase MVPA in children attending community-based ASPs. Twenty ASPs, serving over 1800 children (6–12 years) will be enrolled and match-paired based on enrollment size, average daily min/d MVPA, and days/week FV served, with ASPs randomized after baseline data collection to immediate intervention or a 1-year delayed group. The framework employed, STEPs (Strategies To Enhance Practice), focuses on intentional programming of HEPA in each ASPs' daily schedule, and includes a grocery store partnership to reduce price barriers to purchasing FV, professional development training to promote physical activity to develop core physical activity competencies, as well as ongoing technical support/assistance. Primary outcome measures include children's accelerometry-derived MVPA and time spend sedentary while attending an ASP, direct observation of staff HEPA promoting and inhibiting behaviors, types of snacks served, and child consumption of snacks, as well as, cost of snacks via receipts and detailed accounting of intervention delivery costs to estimate cost-effectiveness.NOTICE: this is the author's version of a work that was accepted for publication. A definitive version was subsequently published in CONTEMPORARY CLINICAL TRIALS, 38, 291-303. DOI: 10.1016/j.cct.2014.05.01

Improving Hypernymy Extraction with Distributional Semantic Classes

In this paper, we show how distributionally-induced semantic classes can be helpful for extracting hypernyms. We present methods for inducing sense-aware semantic classes using distributional semantics and using these induced semantic classes for filtering noisy hypernymy relations. Denoising of hypernyms is performed by labeling each semantic class with its hypernyms. On the one hand, this allows us to filter out wrong extractions using the global structure of distributionally similar senses. On the other hand, we infer missing hypernyms via label propagation to cluster terms. We conduct a large-scale crowdsourcing study showing that processing of automatically extracted hypernyms using our approach improves the quality of the hypernymy extraction in terms of both precision and recall. Furthermore, we show the utility of our method in the domain taxonomy induction task, achieving the state-of-the-art results on a SemEval'16 task on taxonomy induction.Comment: In Proceedings of the 11th Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japa

Improving Claims Resolution: Alternative Processes in Canada\u27s Immigration System

This thesis argues that alternative dispute resolution processes form a vital part of Canada\u27s immigration and refugee claims determination system. Using an analytical framework that draws on dispute resolution and relational feminist theory, it explores how alternative processes provide advantages over adversarial ones for claims that engage issues of power and relationships. By aligning claims with appropriate processes, system administrators can improve the fairness, efficiency and durability of resolutions. Introductory Chapters describe the administrative law structure that governs immigration and refugee claims in Canada, and the Immigration Appeal Division\u27s Early Resolution program. This unique initiative integrates alternative processes into the Immigration and Refugee Board of Canada\u27s existing appellate structure. Subsequent Chapters assess how this initiative fares against the relevant scholarship. Strengths and challenges of the current system are highlighted. Concluding sections demonstrate how enhancements to the (i) accessibility of information; (ii) clarity regarding the roles and responsibilities of system actors; and (iii) flexibility in the breadth and depth of available alternative process options, can improve the experience of system users