Volume 13 | Issue 5 |

 Abstract

In this atudy, a data mining technique for Hepatitis disease classification utilizing Weka is reviewed and evaluated. Weka is used to propose the data mining algorithms ZeroR, Multilayer Perceptron, and RandomForest for disease categorization. Weka is used to evaluate the algorithms. Any disease can be categorized using these algorithms. The accuracy of these algorithms is compared.

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Classification, Hepatitis, Multilayer Perceptron, Random Forest, Weka, ZeroR

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The present case study explores a comprehensive intervention strategy designed to support a child with Autism Spectrum Disorder (ASD), here referred to as "B," an 10-year-old male diagnosed with moderate ASD. The treatment approach integrated behavioral, educational, and family-based strategies tailored to address his social communication deficits, restrictive behaviors, and sensory sensitivities. Given the importance of early intervention, a structured program was implemented with the cooperation of B's parents, school teachers, and therapists. B showed significant improvements in communication, social interaction, and adaptive behavior over a six-month period. This case study demonstrates how a multi-modal, individualized intervention plan involving Applied Behavior Analysis (ABA), speech therapy, and occupational therapy can bring meaningful functional changes in children with ASD. Parental involvement and school collaboration were critical in reinforcing therapeutic goals and ensuring consistency in intervention

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 Keywords

Autism Spectrum Disorder, Behavioral Therapy, Early Intervention, Parent Involvement, Social Communication

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Indian fiction is rich in mythological lore, with authors continually reinventing classic tales. Mythology plays a vital role in shaping Indian society, imparting moral values and cultural traditions. Drawing from epics like the Ramayana and Mahabharata, Indian literature has experienced a revival, reinterpreting myths in innovative ways. Kane skillfully reinterprets mythological stories, infusing them with fresh perspectives and insights. Her writing is marked by vivid descriptions, bringing mythological characters and settings to life. Kane's novels often feature strong, independent female characters, challenging traditional patriarchal norms. Kane's novels often feature strong, independent female characters, challenging traditional patriarchal norms. Kavita Kane's retellings, such as Lanka's Princes, excel in weaving myth and imagination. Kane's writing is notable for giving voice to marginalized characters, transforming them into central figures. This paper explores Kane's portrayal of Surpanakha, a misunderstood heroine from the Ramayana, and how she convincingly reimagines Surpanakha's transformation from Meenakshi.

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Indian Writing, Mythology, retelling, Kavita Kane, Surpanakha, Feminism, Marginalization.

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Social media has become an integral part of the daily lives of teenagers, influencing their behavior, attitudes, and decision-making processes. This study explores the impact of social media on the behavior of teenagers in Amaravati, Andhra Pradesh, a city undergoing rapid urbanization and digital adoption. By analyzing the patterns of social media usage and its effects on communication, self-expression, and peer interaction, the research identifies both the positive and negative aspects of this digital influence. Findings reveal that while social media fosters creativity, connectivity, and awareness, it also poses challenges such as cyberbullying, addiction, and distorted self-perception. By focusing on the unique socio-cultural context of Amaravati, this research provides localized insights into a global issue, emphasizing the need for balanced digital engagement and proactive measures to mitigate the adverse effects of social media. The study's outcomes aim to assist parents, educators, and policymakers in fostering a healthy digital environment for teenagers.

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Digital Influence, Teenagers, Social Media Impact, Youth Engagement, Teen Psychology

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BACKGROUND: Mother's milk is a gift for the new-born. A new born babies need Exclusive Breast Feeding till 6 months of age for all round growth and development of the baby. New born infants constitute about 35 % of the total Indian population. According to WHO, breastfeeding can save up to 80% of infant mortality as mother's milk is the best source of nutrition for the baby. Human Milk Banking represents the most institutionalized method for collecting, screening, processing, storing and donating breast milk to infants who are unable to receive breast milk from their biological mothers. Despite advances in infant's formulas, human breast milk provides a bioactive matrix of benefits that cannot be replicated by any other source of nutrition. OBJECTIVES OF THE STUDY: 1. To assess the Knowledge regarding Human Milk Banking among Mothers in selected hospitals of Kamrup (M), Assam. 2. To assess the Attitude regarding Human Milk Banking among Mothers in selected hospitals of Kamrup (M), Assam. 3. To find out the correlation between Knowledge and Attitude regarding Human Milk Banking among Mothers in selected hospitals of Kamrup (M), Assam. 4. To find out the association between Knowledge regarding Human Milk Banking among Mothers in selected hospitals of Kamrup (M), Assam with the selected demographic variables. 5. To find out the association between Attitude regarding Human Milk Banking among Mothers in selected hospitals of Kamrup (M), Assam with the selected demographic variables. METHODS AND MATERIALS: A non - experimental research approach and descriptive research design was adopted to accomplish the objectives of the study. A total of 100 Mothers were selected using non-probability purposive sampling technique in selected hospitals of Kamrup (M), Assam on the basis of inclusion and exclusion criteria. Self-structured Knowledge questionnaire regarding Human Milk Banking and 3-point Likert scale was used as a tool to collect data through self-report technique. The collected data was analysed and interpreted using descriptive and inferential statistics. RESULT: The study result revealed that out of 100 mothers, 41 (41%) were aged between 26 - 30 years, 86 (86%) were Hindus, 53 (53%) were residing in Urban area, 77 (77%) were Graduate and above, 57 (57%) were Homemakers, 27 (27%) had monthly family income of Rs10,703 - 31,977, 44 (44%) had only one baby. Out of 64 Mothers who had babies, 47 (47%) had given breast feed, 60 (60%) had not heard about Human Milk Banking and out of 40 who have heard about Human Milk Banking, majority 27 (67.5%) had received information through social media, 98 (98%) had never donated their breast milk in the Human Milk Bank and 2 (100%) stated reason as excess production of breast milk for donation. On assessment of Knowledge 35 (35%) had adequate knowledge, 61 (61%) had moderate Knowledge, and 4 (4%) had inadequate Knowledge regarding Human Milk Banking. Majority 95 (95%) had desirable Attitude, 5 (5%) had moderately desirable Attitude and none had undesirable Attitude regarding Human Milk Banking. The study also identified that there was a strong positive correlation (r=0.622) between Knowledge and Attitude. The demographic variable occupation (p=0.001) had statistically significant association with level of Knowledge regarding Human Milk Banking among Mothers at p<=0.001 level. The demographic variables residence (p=0.019) and have you heard about Human Milk Banking (p=0.029) had statistically significant association with level of Knowledge among Mothers at p<0.05 level. The other demographic variables did not show statistically significant association with level of Knowledge regarding Human Milk Banking at p<0.05 level. It was found that the demographic variables did not show statistically significant association with level of Attitude regarding Human Milk Banking among Mothers at p<0.05 level. CONCLUSION: The study concluded that 60 (60%) Mothers had not heard about Human Milk Banking, only 35 (35%) of mothers had adequate Knowledge, 95 (95%) Mothers had desirable Attitude and 5 (5%) had moderately desirable Attitude. Awareness on Human Milk Banking plays a major role in improving the Knowledge and Attitude on human milk donation. Thus, it is necessary to educate all Indian communities about the concept of Human Milk Banking services in order to improve infant health outcomes ,especially for vulnerable newborns and also to gain widespread acceptance.

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 Keywords

Knowledge, Attitude, Mothers, Human Milk Banking, Information Booklet.

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Communication gaps in organizational processes can lead to significant inefficiencies and challenges, particularly in complex systems like BigFix. These gaps often arise due to misaligned messaging, unclear roles, and inadequate feedback loops between different teams and departments. This abstract examines the effects of communication breakdowns, highlighting how they can delay decision-making, reduce productivity, and increase the risk of security breaches and compliance failures. Additionally, the lack of streamlined communication can lead to duplicated efforts and wasted resources. To mitigate these issues, organizations must prioritize clearer communication strategies, foster interdepartmental collaboration, and establish transparent processes. Improving communication can enhance operational efficiency and ensure a more secure, compliant, and responsive IT infrastructure.

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Communication Gaps, BigFix, Endpoint Management, Organizational Efficiency, Productivity.

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The classical music originated in the northern parts of India is popularly known as Hindustani Classical Music, and is an integral part of the culture of India. The central notion of this classical music is Raga, performed in different rhythm or Tala, vocally or through different musical instruments. All the Ragas have their own grammatical periphery consisting of a group of Swaras or Notes. Right from the ancient times of the legendary classical music exponent Tansena, Indian history has witnessed various miraculous influence of Classical music on the human body, mind and soul. The exposure to a Raga can induce a sense of well-being both in the physical and mental aspects of a person leading to a promising healthcare practice called Music Therapy or Raga Therapy. In this article, out of the 83 well-defined Ragas of the Hindustani Classical Music, the therapeutic effects of three prominent Ragas, namely Raga Darbari Kanada, Raga Bageshree and Raga Malkauns, are discussed in detail. All the selected Ragas fall into the midnight to late night Raga time cycle, but have different Thaat of origin (Asavari, Kaafi and Bhairavi). The therapeutic effects discussed in this article are from Allopathic, Psychiatric as well as Ayurvedic School of medical practice.

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 Keywords

RAGA,HINDUSTANI CLASSICAL MUSIC, THAAT , SWARA, MUSIC THERAPY

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Annually, the hilly areas experience significant loss of human lives, properties and an extensive damage to infrastructure caused by one of the worst and recurring internal catastrophes, landslides. Darjeeling Himalayan area is non-exceptionally very susceptible to the most perilous geo-hazards caused by the non-coherent geo-environmental planning and intense tropical precipitation. The present assessment is focused to delineate the landslide hazard vulnerable zones in Kali Khola river basin in Darjeeling district using knowledge-based Frequency Ratio model incorporating Support Vector Machine ensemble. Total 107 landslide sites have been selected through field survey and satellite imagery obtained from Google earth imagery. Out of the locations identified, 75% of the landslide locations are randomly chosen as the training data and the remaining as validation dataset. The classification methods have given that the lower basin region has been dominated by the landslide susceptible zones compared to other regions in the catchment. Five classes; namely, very high, high, moderate, low, and very low vulnerability, have been introduced for the susceptibility area. Lastly, the results have been rigorously analyzed through the AUC-ROC curves, indicating the rate of prediction, from 72 to 75% accuracy-wise.

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Landslide susceptibility, GIS, frequency ratio, support vector machine, Darjeeling Himalayas, AUC-ROC curve, ensemble modeling.

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The Internet of Things (IoT) is an emerging technology revolutionizing healthcare by enabling innovative advancements in medical and health domains. IoT - powered wearable health devices are at the forefront of this transformation, leveraging cutting-edge technology to address new challenges. These devices facilitate the periodic and regular monitoring of both in-patient and out-patient health statuses. This paper presents an IoT-based E-Healthcare Monitoring System (EHMS) integrated with Machine Learning (ML) techniques to collect elder women and pregnancy women develop a sophisticated automated system. This system empowers the connection, monitoring, mobile application and decision-making processes essential for accurate diagnosis.

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Internet of Things, Machine Learning, Prediction, E-Healthcare.

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School education is the base of any country's education. It is the enhancement of all those capacities to the leaners which will enable them to control the environment and fulfill their potential. The policy of education is essential for the smooth running of the education system of any nation. In independent India, the first National Education Policy came in 1968, and the second National Education Policy came in 1986. Recently National Education Policy 2020 was approved on 29th July 2020 after a long gap of 34 years by the Union Cabinet of India, outlines the vision of new education system of India. The declaration of NEP-2020 was purely unpredicted by many peoples. The changes that NEP -2020 has suggested were somewhat that many educationists never say coming. NEP-2020 ensures universal access to the school education at school level. However, the education policy has affected school, college, and university education similarly, but the present paper mainly focuses on the role of NEP -2020 in the school education system. A well-furnished and futuristic education policy is an essential movement for the development of the country's economic and social progress, incorporated with cultural diversity, and local and the global needs. In the present study researcher has adopted a qualitative research method and analysed the National Education Policy 2020 based on the available data such as research papers, journals, websites, newspapers, etc. This paper investigators have discussed the fundamental role and principles of the NEP-2020 and mainly focused on school education system. From the viewpoint of school education- new academic structure, significant innovations, curriculum, and pedagogy are also highlighted in this entailed paper.

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 Keywords

NEP-2020, School Education System, Innovations of NEP-2020, Advantages and Disadvantages of NEP-2020.

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Creative Commons Attribution 4.0 and The Open Definition