ECC Social Value Reporting and Evaluation Framework
Essex County Council (ECC) has implemented a robust Social Value Reporting and Evaluation framework based on the Local Government Association's National TOMs method. This framework categorizes and assesses social value contributions in two parts - Value Score and Supporting Statement Score - to deri
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Enhancing Scalability and Performance in Deep Recommendation Systems with EVStore
EVStore presents a novel approach to scaling embedding tables in deep recommendation systems, offering a three-layer caching system that optimizes storage and caching capabilities. By leveraging groupability-aware caching, mixed-precision caching, and embedding approximation, EVStore achieves lighte
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Programmatic items
The programmatic items for the INFCOM-3 Information Session include considerations of WMO Programmes relevant to the Commission, work programmes for the next intersessional period, and subsidiary bodies. Highlighted is the draft Recommendation 5/1 on the Expanded World Weather Watch Programme and th
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Understanding Social Entrepreneurship, Social Enterprise, and Social Innovation
Social entrepreneurship involves creating sustainable social impact, social enterprises address challenges in critical needs sectors, and social innovation focuses on developing effective solutions to social and environmental issues. These concepts emphasize creating social value while engaging with
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Clinical Update on Management of Spontaneous Intracerebral Hemorrhage
This clinical update, adapted from the 2022 guideline by the American Heart Association and American Stroke Association, covers a comprehensive range of topics related to the management of patients with spontaneous intracerebral hemorrhage. It includes information on population health implications,
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Understanding Social Determinants of Health
Chronic conditions like heart disease and cancer have multiple causes, not all biological. Social epidemiology studies the social distribution of health, morbidity, and mortality risk influenced by social status and conditions. Factors such as age, gender, race, socioeconomic status, and social cond
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Anti-Poverty Practice Framework for Social Work in Northern Ireland
This framework emphasizes the importance of addressing poverty in social work practice in Northern Ireland. It aims to help social workers recognize and respond to the impact of poverty on individuals, families, and communities. Poverty is identified as a major social injustice, and social work prof
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Leveraging Massive Data for Enhanced Recommendations
The slides provide valuable insights into utilizing massive datasets for improving recommendation systems. Topics covered include high-dimensional data, customer behavior analysis, examples of application in search and recommendations, scarcity to abundance in retail, and the importance of recommend
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Understanding the Importance of Social Skills for Mental Health Recovery
Social skills play a crucial role in how we communicate, interact, and form relationships with others. They are essential for personal, social, and professional success. Neglecting social skills can hinder mental health recovery, as they contribute to social recognition, acceptance, and building soc
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Understanding Medical Social Work and Its Impact on Patient Well-being
Medical Social Work, also known as Health Care Social Work, plays a crucial role in addressing the social, physical, and psychological needs of patients. Through providing case work, after-care, and convalescence services, Medical Social Workers contribute to reducing hospital readmissions, preventi
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Understanding the Concept of Social Action in Professional Social Work
Social action is a crucial method in professional social work that involves organized efforts to bring about structural changes in society or prevent adverse changes. It addresses social problems like the dowry system, environmental destruction, and health issues through mobilizing masses for impact
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Mastering the Art of Writing Effective Recommendation Letters
Understanding the importance and impact of recommendation letters in various contexts such as academic applications, job opportunities, promotions, and awards nominations. Guidelines on whom to write letters for and the reasons behind writing them. Emphasizes maintaining integrity and providing accu
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Objectives and Importance of Social Legislation for Social Workers
Social legislation is inspired by the constitution and aims to remove discrimination, safeguard rights of vulnerable groups, and eradicate social evils. It plays a crucial role in social welfare by providing a legal basis for addressing societal issues, enhancing community well-being, and facilitati
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Overview of Social Security and Health Care System in Turkey
The social security system in Turkey comprises three main organizations: Social Insurance Institution (SGK/SSK), Social Security Institution for the Self-employed (Bag-Kur/SISE), and Pension Fund for Civil Servants (Emekli Sandigi). Hospitals in Turkey are dispersed among various social security and
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Phases and Steps of Social Case Work Process
Social case work process involves three main phases: Social Study, Social Diagnosis, and Social Treatment. The Social Study phase focuses on acquiring facts about the client's situation, while Social Diagnosis involves the professional opinion of the case worker towards a solution. Social Treatment
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Understanding the Difference Between Social Work and Social Welfare
Social work and social welfare are often used interchangeably, but there are distinct differences between the two. Social work involves highly trained professionals providing services to individuals and communities in need, using problem-solving methods. On the other hand, social welfare focuses on
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Understanding the Relationship Between Social Welfare and Social Work
Social welfare and social work are interconnected concepts aimed at enhancing societal well-being. Social welfare refers to a nation's system of programs and services meeting essential needs, while social work involves professional activities supporting individuals and communities in achieving socia
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Understanding Social Entrepreneurship and Social Enterprises
Social entrepreneurship involves individuals known as social entrepreneurs who focus on addressing social, cultural, or environmental issues without the sole aim of making profits. These enterprises operate with the goal of creating a social impact rather than prioritizing financial gain. Social ent
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Social Economy and Innovation in Emilia-Romagna Region
Emilia-Romagna Region in Italy highlights the importance of social economy and innovation for sustainable development. Various initiatives such as Social Cooperatives and Voluntary Associations contribute to the region's social well-being. The focus on social values and not-for-profit activities dri
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Understanding Social Skills Development in Students
Explore the reasons behind students lacking social skills in school settings and analyze the challenges some face even after receiving social skills instruction. Discover the key social skills required for appropriate interactions and the importance of social competence for overall well-being. Delve
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User-Centric Parameters for Call Handling in Cellular Mobile Voice Service
The ITU Regional Standardization Forum for Africa held in Kampala, Uganda in June 2014 introduced ITU-T Recommendation E.807, focusing on the definitions and measurement methods of user-centric parameters for call handling in cellular mobile voice service. The recommendation outlines five key parame
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Amazon (AMZN) - Overview, Growth Drivers, Risks, and Stock Recommendation
Amazon (AMZN) is a global e-commerce and cloud computing giant, known for its strong growth potential in segments like AWS and advertising. The company, founded in 1994, has diversified revenue streams and focuses on disruptive innovation. However, it faces stiff competition, profit uncertainty due
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Tips for Obtaining Great Letters of Recommendation
Learn the strategies for obtaining strong letters of recommendation for scholarships and job applications. Discover the difference between good and outstanding letters, network effectively, and make compelling requests to enhance your chances of success.
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Explainable Recommendation Using Attentive Multi-View Learning
The research presented at the 33rd AAAI Conference on Artificial Intelligence focuses on developing an explainable deep model for recommendation systems. It addresses challenges in extracting explicit features from noisy data and proposes a Deep Explicit Attentive Multi-View Learning Model. This mod
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Collaborative Bayesian Filtering in Online Recommendation Systems
COBAFI: COLLABORATIVE BAYESIAN FILTERING is a model developed by Alex Beutel and collaborators to predict user preferences in online recommendation systems. The model aims to fit user ratings data, understand user behavior, and detect spam. It utilizes Bayesian probabilistic matrix factorization and
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Understanding Social Neuroscience: Exploring Human Sociality and Well-Being
Social neuroscience delves into how the brain processes social interactions and their impact on human well-being. It focuses on the interconnectedness between social connections and overall life satisfaction, suggesting that humans are inherently social beings with a strong need for social belonging
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Social Entrepreneurship and Social Inclusion in Bulgaria
The development and implementation of social entrepreneurship practices in Bulgaria aim to promote social inclusion through the development of the social economy. The focus is on combining economic results with social objectives, managed transparently with measurable, positive financial value. Vario
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Denoising-Oriented Deep Hierarchical Reinforcement Learning for Next-basket Recommendation
This research paper presents a novel approach, HRL4Ba, for Next-basket Recommendation (NBR) by addressing the challenge of guiding recommendations based on historical baskets that may contain noise products. The proposed Hierarchical Reinforcement Learning framework incorporates dynamic context mode
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EU-CERT Transnational Partner Meeting and Final Policy Recommendation Conference
The EU-CERT project is organizing a Transnational Partner Meeting (TPM5) in Paderborn, Germany, followed by the Final Policy Recommendation Conference in March 2024. The dissemination activities include social media posts, printed materials, articles, and face-to-face meetings to promote the project
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Program Recommendation Process (LARC)
Request a Labor Market Information (LMI) report to initiate the Program Recommendation Process. Fill out the SMC LMI form, gather Industry Advisory Board minutes, and submit the program application with required documentation for approval by the Academic Senate and Regional Consortium. Follow specif
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Denoising-Guided Deep Reinforcement Learning for Social Recommendation
This research introduces a Denoising-Guided Deep Reinforcement Learning framework, DRL4So, for enhancing social recommendation systems. By automatically masking noise from social friends to improve recommendation performance, this framework focuses on maximizing the positive utility of social denois
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Diverse Social Entities Mining from Linked Data in Social Networks
This research focuses on mining diverse social entities from linked data in social networks using a DF-tree structure and DF-growth mining algorithm. The study explores the extraction of important linked data in social networks and the mining of various social entities such as friends. Prominence va
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Mastering the Art of Writing Effective Letters of Recommendation
Uncover the intricacies of crafting impactful letters of recommendation for trainees with insights on responsibilities, essential features, common pitfalls to avoid, and tailoring based on performance level. Delve into the challenges faced and embrace the fantasy land of LoRs while addressing key pr
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Gender Bias in Academic Letters of Recommendation
Gender bias in academic letters of recommendation has been highlighted through various studies, showing disparities in the language used for male and female applicants. Female applicants often receive shorter letters with fewer standout words, more communal adjectives, and references to teaching rat
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Enhancing Recipe Recommendations with C-KGAT Model
Introducing the Contrastive Knowledge Graph Attention Network (C-KGAT) for personalized recipe recommendation, addressing user preferences and noise in interactions. The model leverages a collaborative knowledge graph, user-recipe interactions, and textual features to recommend top-K recipes to user
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Understanding Social Geography: Meaning, Scope, and Differences
Social geography is a branch of human geography focusing on social structures, groups, and activities. It examines the spatial arrangement of social phenomena, social differences, and patterns in understanding socially defined population groups. The scope of social geography includes analyzing spati
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Enhancing Session-Based Recommendation with Local Invariance Model
Introducing local invariance to Session-Based Recommendation (SBR), the proposed model considers both detailed ordering and high-level session ordering. By explicitly capturing local context information and global sequential patterns, the model outperforms existing methods in predicting the next use
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ctcLink Steering Committee Peer Review Discussion & Recommendation for Gate 2 Implementation
Discussion and recommendation report for the ctcLink Steering Committee regarding Gate 2 implementation, including milestones, peer review participants, and peer evaluation rubrics summarizing the project deliverables' ratings on various aspects such as project charter, resource plan, schedule, OCM
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ADF Scan/Copy Quality Issue Resolution Recommendation
The service recommendation provides troubleshooting steps to address ADF scan/copy quality issues on A3 Gemstone products. It advises testing scanning/printing, adjusting settings, cleaning components, and replacing parts if necessary for optimal performance.
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Efficient Keyword-Aware Travel Route Recommendation System
This presentation discusses an efficient keyword-aware travel route recommendation system that leverages user-generated content and location-based social networks to provide diversified and representative travel routes. The system aims to address the challenge of restricting users to limited query o
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