Volume 12 | Issue 11

 Abstract

The "Soldier Health Monitoring and Predictive Analytics System" is an innovative solution designed to enhance soldier readiness and safety during training in military camps. By integrating advanced wearable sensors and sophisticated machine learning algorithms, the system continuously monitors vital health metrics such as heart rate, body temperature, and blood oxygen levels. This real-time data collection enables early detection of potential health issues, significantly reducing the risk of medical emergencies during high-intensity training sessions. The predictive analytics component processes historical and real-time data to identify patterns and forecast health risks, providing timely alerts to both soldiers and command units. This proactive approach not only improves individual soldier performance but also optimizes overall mission success by ensuring soldiers are fully prepared for deployment. Additionally, the system enhances resource management by minimizing unnecessary medical interventions and streamlining training protocols, thereby fostering a culture of proactive health monitoring and improving overall soldier welfare.

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Machine Learning, Predictive Analytics, Real-Time Health Assessment, Health Risk Prediction. _________________________________________________________________________________________________

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This study introduces an AI-driven approach to enhance hurricane damage assessment. Utilizing deep learning models, we propose a scalable framework for building an annotated image database that identifies and labels damaged building components with high precision. Our structured repository improves data management and streamlines analysis, facilitating the rapid development and deployment of AI-powered assessment tools. This research aims to advance the accuracy and speed of damage evaluations, supporting disaster response and recovery.

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Hurricane Damage Assessment, AI, Deep Learning, Image Annotation, Disaster Response, Damage Evaluation, Data Management

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This study examines the effectiveness of picture-based instruction in teaching daily living skills to children with intellectual disabilities, specifically those aged 4 to 8 years. Picture-based instruction, a visual teaching method that uses images to guide learners through tasks, has been identified as a promising approach for children with intellectual disabilities due to its structured and clear presentation of step-by-step procedures. The study employs a pre-test and post-test design with an experimental (picture-based instruction) and a control group (traditional teaching methods). A sample of 40 children, divided equally between the two groups, was selected from special and inclusive schools in Ahmedabad.The Daily Living Skills Assessment Tool (DLAT) was administered pre- and post-intervention to measure the development of skills such as personal hygiene, dressing, and eating. The results showed statistically significant improvement in the experimental group compared to the control group, indicating that picture-based instruction is more effective in enhancing daily living skills. This approach not only improves skill acquisition but also fosters independence by providing clear, sequential visual cues. Findings suggest that picture-based instruction can be an impactful strategy in special education, enhancing learning outcomes and daily life competencies for children with intellectual disabilities. Further research is recommended with larger samples across different settings

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Picture-Based Instruction: An educational approach that utilizes visual aids, such as images and pictograms, to enhance understanding and learning for children with intellectual disabilities. Daily Living Skills: Essential skills required for everyday functioning, including personal hygiene, dressing, grooming, meal preparation, and household chores.Children with Intellectual Disabilities: Refers to young individuals, typically aged 4 to 8 years, who have cognitive impairments that affect their

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SOCIAL RESPONSIBILITIES OF BANKS TOWARDS CUSTOMERS

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CONSUMER SOCIAL RESPONSIBILITY

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This practice-based research explores the potential of 3DoF spatial audio to craft compelling and emotionally resonant VR narratives in the face of growing interest in VR storytelling, persistent challenges of accessibility and inclusivity in VR design, and even in the absence of character models or complex visual elements. A minute-long Virtual Reality experience titled "Once it Was a Home" was created in Unreal Engine 5.4, simulating an empty family home where the story of the family's past and departure is conveyed solely through spatial audio cues. The experience utilised a combination of accessible and custom-designed spatial audio elements. The custom sounds were recorded using a binaural microphone setup (Neumann KU 100 dummy head) and processed in Google Resonance for spatialisation. A semi-structured interview methodology was employed, where 30 participants experienced the VR environment and were subsequently interviewed about their interpretation of the narrative, emotional responses, and the impact of specific sound cues. The objectives of this study were to: (a) Narrative Comprehension: investigate the effectiveness of spatial audio in conveying a narrative within a VR environment, specifically assessing participants' ability to accurately interpret the intended story; (b) Sense of Presence: examine the immersive qualities of the experience and the extent to which spatial audio contributes to a sense of presence in the virtual environment; and (c) Emotional Impact: explore the emotional impact of the spatial audio design, analysing the range of emotions evoked and the relationship between specific sound cues and participants' emotional responses. Findings indicate that carefully designed spatial audio can effectively communicate complex narratives and evoke a range of emotions in VR, even with minimal visual elements. 76% of participants reported experiencing a strong sense of presence within the virtual environment, and 51% were able to accurately comprehend the intended story. This research contributes to the growing field of accessible VR design and challenges the notion that VR storytelling necessitates technical wizardry and emphasises the power of creativity and storytelling in crafting engaging VR narratives.

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Virtual Reality (VR), Spatial Audio, Narrative Design, 3DoF Audio, Sound Design, Immersive Storytelling, VR Film, VR storytelling, Accessible Technology, Unreal Engine, User Experience (UX)

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Literature appears with the aim of enlightening and entertaining the people. Literature conveys ideas that are relevant to mankind at all times. Internal morals are the basis of human life. Although the concept is fundamental to a literary work, the concept itself cannot become literature. Despite composed of a collection of songs by various poets, Natrinai is united on the basis of a moral values. The purpose of this research is to explain the method of analysis used by the poets in the mental depiction and emotional expression of the Agamandhars through the use of farce and other poetic devices. Eight types of meipaadugal have been learned in Natrinai songs. In this study, the ability of poets to express ideas such as the mother's ignorance, Velan's ignorance, and the leader's slander are explained.

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Nature, veriyattu, beauty, meipaadugal, aesthetics, parathaiyar pirivu, farce, Uripporul, culture, life.

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This study presents a deep learning framework using Convolutional Neural Networks (CNN) to assess plant health through leaf image analysis. Leveraging the growing availability of image data, the research focuses on two key objectives: early detection of plant diseases and the identification of specific conditions from leaf images. A dual-model approach is employed--one binary model for general plant health detection and a multiclass model for categorizing specific diseases. Techniques such as data augmentation, transfer learning with pre-trained models, and advanced feature extraction are used to improve accuracy. Experimental results on public datasets show high predictive performance, with confusion matrix analysis confirming minimal classification overlap. This framework has potential applications in real-time crop monitoring and precision interventions, with future efforts aimed at expanding datasets and incorporating more plant species for better robustness.

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Convolutional Neural Networks (CNN),Deep Learning ,Image Classification,Precision Agriculture, Computer Vision, Machine Learning, Neural Networks ,Feature Extraction, Classification Models , Disease Identification Models

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This study examines the impact of social justice and reservation politics in Tumkur district, Karnataka, using data collected from 65 samples. The research explores educational attainment, employment status, political participation, awareness and perceived effectiveness of reservation policies, challenges in accessing education, quality of education, representation in local governance, participation in skill development programs, and satisfaction with government support schemes. The findings indicate that significant challenges persist while reservation policies have facilitated educational and employment opportunities for marginalized communities. The data reveals that a considerable portion of the SC/ST/OBC population has attained secondary education (23.1%) and above, yet financial constraints (30.8%) and inadequate infrastructure (30.8%) remain major hurdles. Employment data shows a high unemployment rate (38.5%) despite government job reservations (27.7%). Political participation is moderate, with 38.5% perceiving the policies as only slightly effective. Representation in local governance is limited, with 33.8% reporting low levels and 30.8% reporting none. Awareness of reservation policies is varied, with 38.5% being fully aware. However, the effectiveness of these policies is questioned, with only 15.4% considering them highly effective. Skill development programs should be more utilized, with 72.3% not participating. Satisfaction with government support schemes is mixed, with 46.2% expressing satisfaction. The study emphasizes the need for targeted interventions to improve educational quality, enhance employment opportunities, and strengthen political participation and representation. Addressing these challenges is crucial for advancing social justice and ensuring the equitable distribution of resources and opportunities in the Tumkur district.

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Keywords: Social Justice, Reservation Policies, Marginalized Communities, Political Participation Introduction Social justice is a fundamental principle that seeks to ensure fair and equitable distribution of resources and opportunities across all sections of society. In India, the concept of reservation has been a pivotal mechanism aimed at addressing the historical injustices and social inequalities faced by marginalized communities, particularly the Scheduled Castes (SCs), Scheduled Tribes (

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This research paper aims to provide a comparative study of optimization techniques for task scheduling and load balancing in cloud computing environment such as, GA, PSO, ACO, RL and combination of these. Applying simulation-based testing for both qualitative and quantitative attributes such as execution time, response time, and system throughput, resource consumption, and energy cost, the study compares the effectiveness of each technique under different workload scenarios. Analysis carried out on performance of models suggest that RL and combined models namely GA-MS and ACO-ML where better in performance because they utilize resources optimally and self adapt. In variable and cloud environments, namely, RL shows extraordinary capacity and high performance in all parameters. Such hybrid methods acting as a combination of metaheuristic techniques are significantly useful in scaling up the handling of tasks. We can conclude these findings indicate the possibility of adaptive optimization techniques to enhance cloud infrastructure and resource effectiveness.

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Cloud computing, task scheduling, load balancing, optimization techniques, reinforcement learning, hybrid models

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Numerous sociological and anthropological researches aim to comprehend Muslim women in their household structure as well as their position in Kerala society and the public domain. These studies look at things like how they are treated by society, where they fit in, how society affects them, how they respond to society, how they show up in society and the public eye, how they make space in the public eye, and other related topics. These are complemented by inquiries on their identity and socioeconomic status. As a result, the works' content varies from simply outlining their familial relationships and socioeconomic status to tackling their identity concerns, interaction with modernity, and other topics. The marginalized position of Muslims in Kerala's social structure unites all of the aforementioned concerns. This article uses secondary data to study Muslim Women in Relation to Family, Society and Public Sphere: A Study on Kerala Society.

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Muslim Women, Family, Society and Public Sphere

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Ayurveda, the ancient traditional system of medicine, In Ayurveda, wound is considered as 'Vrana,' which specifically means an injury to the skin. It is described as damage to the epidermis caused by any kind of injury Charaka Samhita, holds a vast heritage of wisdom. In the Sutra Sthana, 4th chapter "Shad Virechana Shatashriteeya" of Charaka Samhita, the author describes 50 Mahakashayas or Dashemanees. These are groups of 10 herbs, each group sharing a common pharmacological action. One of such group is the Sandhaniya Mahakashaya.It includes herbs like Madhuyashthi (Glycyrrhiza glabra), Guduchi (Tinospora cordifolia), Prishniparni (Uraria picta), Patha (Cissampelos pareria), Lajjalu (Mimosa pudica), Mocharasa (Bombax ceiba), Dhataki (Woodfordia fruticosa), Lodhra (Symplocos racemosa), Priyangu (Callicarpa macrophylla), and Katphala (Myrica esculenta). It is well known that some plants have a natural ability to heal wounds. Therefore, this traditional system of medicine is useful in identifying specific herbs that aid in the regeneration and growth of damaged body tissues

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Sandhaneeya, Vrana, Mahakashaya

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Millets are a diverse group of small-seeded grasses that are cultivated around the world, particularly in Asia and Africa. They are known for their resilience in harsh environments and their nutritional benefits.various types of millets are found sorghum,fingermillet,barnyard,kodo.which are rich in nutrition ,mineral vitamins.Millets are gluten free diet food .Millets are rich in dietary fiber,wnhances immunity,lowesr chloestrol,blkood sugar ,weight management . Millets and synbiotics have a synergistic relationship that enhances their gut health individuals

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millets,synbiotics,dietary fiber

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Physical education serves the main purpose of making the body strong, healthy and able to overcome adversity in the outer world and give meaning to life by helping one attain Purusharth Chatushtya. Physical education students learn skills in exercises that help them stay in shape. Pupils who want to play sports are provided with specialized training and game preparation. Through physical education, students can increase their ability and confidence to participate in physical activities. It was included in the curriculum by the Central Council for Secondary Education. The main objective of introducing and promoting physical education is to raise physically literate individuals who have the skills and information necessary to lead healthy lives for the rest of their lives. People can re-engage in activities without the help of certified trainers after completing the necessary training. The main goal of physical education is to teach students the development of their bodies and self-care techniques, including everything from basic hygiene to nutrition control. It takes expertise to understand exactly what they are doing and why. This increases their expertise in the field of physical education. In this essay, we discuss the many benefits that physical education provides to children, such as improving mental health, developing a competitive spirit, and more. Physical education not only helps maintain physical fitness, but also promotes mental and physical well-being in youth

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Physical Education, Students, Academic curriculum, Skills, Knowledge.

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India's rural markets present a significant opportunity for the Fast-Moving Consumer Goods (FMCG) sector. This study examines the comparative growth, challenges, and opportunities in the FMCG market of rural India, a segment often characterised by high potential but underserved markets. Despite the promising growth due to rising incomes, infrastructure improvements, and government support, FMCG companies face challenges in distribution, price sensitivity, and product penetration. The research analyses the major drivers of growth, the strategies employed by FMCG companies to overcome challenges, and the future outlook for rural markets. Key challenges such as logistics, consumer awareness, and competition are discussed. The paper provides insights into how companies can capitalise on these opportunities through product innovation, supply chain improvements, and leveraging technology.

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Fast-Moving Consumer Goods (FMCG), Rural development, E-commerce and Digitization, Government Initiatives, Price Sensitivity

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Abstract Purpose: Rise of digital payment systems has changed how financial transactions happens in Bangalore, making them more convenient, efficiency and efficient. Even so, there are still several challenges that prevent the smooth adoption of these technologies. This study aims to explore the main challenges in carry out digital payment systems in Bangalore. The goal is to help the readers understand the barriers to adoption and suggest possible solutions to boost financial inclusion and economic growth. Methodology: The study involved reviewing various from government reports, academic journals, and industry publications. The sources were found in Google Scholar and other databases, focusing on research from the past five years. Findings: The study says that low digital literacy, cybersecurity risks, poor infrastructure, financial exclusion, and regulatory challenges are the key barriers in adopting digital payment systems in Bangalore. These issues have become more complicated due to rapid technological changes and the city's diverse population. Unique Contribution to Theory, Practice, and Policy: This study suggests improving digital literacy, enhancing cybersecurity, upgrading infrastructure, and promoting financial inclusion. And also, To accommodate the dynamic environment of digital payments, the regulatory framework must be adapt in addressing these challenges will help Bangalore to benefit from digital payments and create a more inclusive financial system.

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Digital Payment Systems, Challenges, Opportunities, Financial Inclusion, Bangalore.

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In the globalized world, proficiency in English is indispensable for technocrats who aspire to excel in their careers. This study explores the methodologies, challenges, and benefits of English language teaching (ELT) specifically tailored for technocrats. It highlights the necessity of integrating English language skills with technical education to enhance communication, collaboration, and professional growth in the engineering and technological sectors. The research identifies key competencies required for effective communication in the professional environment, including technical writing, presentation skills, and cross-cultural communication. It also examines the pedagogical approaches best suited for technocrats, such as task-based learning, industry-specific language training, and the use of technology-enhanced learning tools. Challenges such as varying proficiency levels, resistance to language learning among technocrats, and the need for context-specific language instruction are discussed. The study proposes solutions like personalized learning paths, collaborative projects, and continuous language support to address these challenges. Furthermore, the benefits of proficient English language skills for technocrats are elucidated, including improved job performance, enhanced career prospects, and the ability to participate in international projects and collaborations. In this juncture, the study underscores the critical role of English language teaching in equipping technocrats with the communication skills necessary to thrive in the global technological landscape. It calls for educational institutions and industry stakeholders to prioritize and invest in robust ELT programs that cater to the specific needs of technocrats.

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technocrats, pedagogical approaches, collaborative projects, proficiency, technological landscape

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Horti-tourism is a process where we combined horticulture and tourism, to helped urban people in a process where they spent some time in natural environment. Its helped people to get some fresh air, reduce stress and enjoy the nature. Combination of tourism and horticulture benefits to develop orchards, nurseries and farm, that also develop economic benefits for rural area. It is a hospitality business that required more effective publication and improving skill, it also helped farmers to reduce incidental failure, and helped local people to find job and income sources. Now a day development of city and urbanization area that effect environment like decrease of green open space, growth of pollution, natural disaster, ect. In modern horticulture use soil technology, plant breeding, study of plant physiology and plant pathology that helped society to gain knowledge of social science. Ecosystem restoration process are use to restored indigenous plants, ex situ conservation in botanical gardens. Some techniques to focused on ecosystem we apply less water crops that's advanced irrigation technology, integrated pest management, cultural and heritage preservation that help to conservation initiatives, employment opportunities, increased awareness. Some innovation in Indian hortitourism like solar water pumping, solar crop dryer, and solar energy use in greenhouse concept. Now a days, horticulture therapies use to treatment and rehabilitation for patients, that help people to reduction mental health condition and physical illness.

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HORTI-TOURISM AND ITS ECONOMICAL, ENVIRONMENTAL AND SOCIAL IMPACT

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This review paper gives information on Big Data and Hadoop and Spark, along with the other technologies. It shows a study on MapReduce and Hadoop distributed File System (HDFS)[3] which are important in Hadoop as well as Resilient Distributed Datasets(RDDS) [6], Spark SQL [7], MLlib [5] which areimportant for Apache Spark. Along with that other Big Tools such as Apache Flume [3], Apache Kafka [2], Apache Sqoop, [3] etc. It also shows the difference between these two open-source frameworks and what future technologies are supposed to be integrated so that they can be more efficient and speed. What they lack and how these can be solved.

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Apache Hadoop, Apache Spark, HDFS, MapReduce, Apache Kafka, Apache Flume, Apache Sqoop, RDDS, Spark SQL, MLib.

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Rabindranath Tagore-the Indian grande-preneur-wrote a lot of his poems about nature as well as its environs. It is unclear, however how many of his poems explicitly focus on the issue of eco-criticism. Literary ecology was the original idea that developed into eco-criticism. Ecocriticism is a term which refers to the study of interaction between literature and nature. Tagore often criticized the beauty of nature in his poems. He has depicted magnificent scenes of landscapes, rivers, forests, and mountains while going into the details of flora and fauna of the countryside. The present study aims to look into how eco-criticism is incorporated and how important it is in some of the works by the renowned Indian author Rabindranath Tagore. Eco-criticism aimed at highlighting ecological and environmental aspects that are portrayed in literary texts. Though a very recent field of study, with much growing interest in eco-criticism, Tagore's works have not been explored in depth regarding their potential.

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eco-criticism, environmental aspects, profound connection with nature, vivid images.

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The field of medicine and missionary work in Africa have been profoundly touched by the life and works of pioneering missionary physician - Helen Roseveare. This essay examines Roseveare's all-encompassing method of treatment, highlighting her dedication to fusing spiritual ministry with medicine. The research emphasizes her creative approaches to meeting the material and spiritual needs of the communities she served, drawing on her vast experiences in the Democratic Republic of the Congo. Roseveare's focus on empowerment, education, and community involvement is discussed as a paradigm for modern missionaries and healthcare professionals. The research paper shows how her approach not only improved individual lives but also generated sustainable community development by examining her writings and the results of her medical endeavours. In the end, the study highlights how important Roseveare's legacy is to contemporary medicine and how her legacy challenges contemporary professionals to adopt a more integrated and compassionate approach, bridging the gap between medicine and mission in a manner that respects both practice and patient sovereignty.

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Helen Roseveare, missionary medicine, healthcare, spiritual ministry, Africa, community development, medical missions, empowerment, holistic healthcare, legacy.

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