Volume 12 | Issue 12 |

 Abstract

The Personalized Nutritional Recommendation System is an innovative approach that combines machine learning algorithms with wearable sensors to deliver real-time, tailored dietary guidance. This system uses health metrics such as heart rate, activity levels, and other physiological data collected by wearable devices to adapt recommendations to individual needs dynamically. By leveraging advanced machine learning techniques, the system improves user engagement, promotes healthier dietary choices, and enhances overall well-being. Despite challenges such as data variability and privacy concerns, the integration of robust data preprocessing methods and secure frameworks ensures reliability and user trust. This paper explores the design, implementation, and impact of this system, highlighting its potential to transform personalized health management and provide adaptive nutritional solutions.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Personalized Nutrition, Machine Learning, Wearable Sensors, Data Privacy

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In educational institutions, leave management is a recurring administrative challenge. This paper introduces PermitPro, a mobile Leave Management System (LMS) developed using Flutter and Firebase, designed to streamline the process for students, Class Teachers, and Heads of Departments (HODs). The system employs Google Sign-In for secure authentication, with role-based access ensuring users navigate customized dashboards tailored to their needs. Features include comprehensive profile management, leave request submission with supporting documents, and approval workflows. PermitPro leverages Firebase Firestore for real-time data storage and Firebase Storage for handling image uploads. The app's intuitive interface, coupled with modular role-specific functionality, addresses common inefficiencies in traditional systems. Preliminary testing demonstrates improved process efficiency and user satisfaction. Future enhancements, such as real-time notifications and attendance integration, are proposed to further optimize functionality.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Leave Management System, PermitPro, Flutter Application, Leave Approval/Rejection

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study presents a detailed comparative examination of India's formal and informal sector employment, focusing on the wage gap and economic contributions. As explained in the tables, we use NSSO, PLFS, Economic census, and ASUSE surveys for this study. The study also investigates the interplay between demographic factors, regional disparities, and policy interventions in shaping employment trends. The study aims to present a clear and analytical scenario of formal and informal sectors of the workforce. This analysis helps to understand the broader discourse on labour economics in emerging economies, offering recommendations for fostering sustainable and equitable employment opportunities in India.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Employment, wage gap, demography, regional disparity, workforce, etc.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

ABSTRACT Background : Sacroiliac joint dysfunction is a condition in which the joint is locked, Partially dislocated (or) subluxated in a non-anatomical position due to hyper mobility (or) hypo mobility within the joint. The biomechanics of the SI joint are complex.SI joint motion is affected by motion of the spine, ilium, pubic symphysis, and hip. The sacrum becomes dysfunctional between the two iliac bones either unilaterally or bilaterally. Aim: The aim of the study to find out the effectiveness of muscle energy technique along with kinesio taping in treating sacroiliac joint dysfunction. Methods: A total number of 15 subjects who met inclusion and exclusion criteria were recruited. Prior to the treatment, pre test were conducted with Numerical pain rating scale for pain, Oswestry disability index for functional ability.After a brief demonstration about muscle energy technique with kinesio taping, subjects were treated with the same period of 4 weeks. The post test were onducted for subjects by Numerical pain rating scale for pain, oswestry disability index for functional ability.Pre and post results were recorded and analyzed.Results: Result show that muscle energy technique along with kinesio taping was effective to improve pain and disability in sacroiliac joint. Muscle energy technique along with kinesio taping shows significant different in pre and post test value before and after application.Conclusion: The study was concluded that muscle energy technique along with kinesio taping was significant improvement on pain and disability in sacroiliac joint.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Kinesio Taping., Muscle Energy Technique., NPRS., Sacroiliac Joint

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Creative Commons Attribution 4.0 and The Open Definition

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This study presents Precision agriculture, augmented by artificial intelligence (AI), is transforming farming practices by enabling data-driven and sustainable solutions to meet global food demands. AI technologies, including machine learning, computer vision, and Internet of Things integration, allow for precise crop management, optimized resource usage, and early detection of diseases and pests. These advancements reduce environmental impacts by minimizing water, fertilizer, and pesticide use while boosting productivity and profitability. By addressing challenges like climate change and resource scarcity, AI-driven precision agriculture represents a vital approach to achieving sustainable agricultural practices worldwide. This work initially analyses Artificial Intelligent technologies used in Smart Sustainable Agriculture (SSA). This paper examines the state of research and development in Precision agriculture, pays attention to the current form of machine learning and deep learning algorithms as a starting point for SSA to achieve goal of sustainability.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence, Machine Learning, Deep Learning, Sustainable Farming, Precision Agriculture.

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Creative Commons Attribution 4.0 and The Open Definition

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In the last decade alone, fire incidence increased in worldwide report, having four (4) million reports related to fire from 2020. Fire Safety Awareness, on the other hand, remains general knowledge in many residences. In this correlative study, variables level of incidence and level of safety awareness of Tarlac City households are examined, aiming to explore the existence of correlations between the two. Gathered data through surveys shows that out of 72 barangays, 46 respondents from 34 barangays resulted to have high level of fire safety awareness. Level of Fire Incidence from January 2021 to June 2024 are summarized to have most of the fire accidents are low frequency (54.35%), while moderate frequency (32.61%), and intense frequency (13.04%) comes second and third. As a result, there is no significant correlation between the level of fire safety awareness and level of incidence of fire. However, problems encountered by both households-respondents and BFP personnel are majorly caused by lack of participation on both sides, inaccessibility of firefighting equipment, and lack of fire safety education. It is generally recommended that collaboration between the two respondent groups should be well-implemented to improve the reduce the states of potential fire hazards. This study can be presented as future references for improving fire-awareness-related policies.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fire Safety Awareness, Incidence Of Fire

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This paper explores Russia's geopolitical strategy and its connection to global modernities. Modernity, often understood as a product of Western development, is here reconceptualized by analyzing Russia's unique geopolitical position, historical legacies, and its continuous reimagination of modernity through foreign policy. The paper argues that Russia's modernity diverges significantly from the Western model, shaped by its imperial history, Soviet experiences, and the current geopolitical shifts under the leadership of Vladimir Putin. Through examining Russia's foreign policies, its stance on global governance, and its engagement in multilateral platforms, this paper demonstrates how Russia's strategic aims align with its interpretation of modernity in the context of global political dynamics.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Modernity, Geopolitical Strategy, Global Modernities, Foreign Policy, Imperial History, Soviet Legacy, Global Governance

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Creative Commons Attribution 4.0 and The Open Definition

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English- Canadian Literature is being treated to be lucky to have our Broker prize winner Margaret Atwood as still alive. As a Canadian author, Atwood was born on November 18, 1939 in Ottawa, Ontario, and is currently 85 years old. She lives in Toronto with her partner, novelist Graeme Gibson, and their daughter. Atwood is a poet, novelist, essayist, and environmental activist who has written more than 50 books. Her work has been published in over 45 countries and translated into more than 20 languages. Her books are regularly bestsellers and have won numerous awards, including the Booker Prize, the Arthur C. Clarke Award, and the Governor General's Award. Her novels have also been adapted into popular movies and television series, including The Handmaid's Tale and Alias Grace. Atwood's writing mainly focuses on storytelling as power, the victimization of women and other marginalized groups, and the dichotomies between the natural and human worlds.She is best known for her novels, Atwood is also admired for her accomplishments as a poet, critic, essayist, and short-story writer, and she has contributed as well to children's fiction, Canadian history, and the editing of volumes ranging from prestigious anthologies to a literary cookbook. Margaret Atwood is a fascinating author who's been placed as the greatest authors ever. Despite her advanced age, and the passing of Graeme Gibson in 2019, Atwood continues to write poetry and stories.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Margaret Atwood, notable, innovative

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Creative Commons Attribution 4.0 and The Open Definition

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A search engine is a software system designed to search for information on the web based on user queries. It indexes and organizes web pages to provide relevant results in response to search terms. The most popular search engines are Google, Bing, as well as Yahoo search engine. Google was founded by Larry Page and Sergey Brin and they officially launched Google search engine on September 4, 1998. Larry Page and Sergey Brin were the Ph.D. students at Stanford University. Google Patent Search, launched in 2006, has emerged as a comprehensive platform that allows users to search for patents from around the world [1]. With its easy-to-use interface and vast database, it has become an invaluable tool for inventors, researchers, lawyers, and businesses. By providing access to patent databases such as the United States Patent and Trademark Office (USPTO), European Patent Office (EPO), and World Intellectual Property Organization (WIPO), Google Patent Search would simplify the process which involves researching existing patents, analyzing of technological trends, as well as assessing the novelty of inventions. Granting patents and registering trademarks in the US is the responsibility of the United States Patent and Trademark Office (USPTO), a federal organization. It guarantees firms and inventors the protection of their intellectual property rights. An innovator can register a patent application with the USPTO, for instance, if they develop a novel kind of smartphone battery and wish to prevent others from copying their idea. After awarded, this patent guarantees the creator exclusivity over the production, use, and distribution of the battery.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Google Patents, Patent Research, Patent Databases, United States Patent and Trademark Office, European Patent Office, World Intellectual Property Organization, Orbit intelligence, PatBase and Patent Corporation Treaty, Artificial Intelligence as Inventor, Military Robots, etc.

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Creative Commons Attribution 4.0 and The Open Definition

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The foundational stage in school education as focused by National Educational Policy (NEP) 2020 act as a corner stone for the holistic development of the children. The present study focused on the textbook analysis of 3rd class art education book named Bansuri-I. The main objectives of the study were to analyze the textbook from two aspects i.e. Physical and academic aspect of the book which contains the Visual arts, Dance, Music and Theatre. So analysis of Art book named Bansuri-I look up into the Subject Specific and Stage Specific i.e. Aim, Curricular Goal, Competencies and the learning outcomes given in the NCFSE-2023. The methodology of the research is purely qualitative in nature.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Textbook analysis, NEP 2020, Visual arts, Dance, Music and Theater

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Creative Commons Attribution 4.0 and The Open Definition