Volume 11 | Issue 3 |

 Abstract

Bullying is usually defined as a subset of aggressive behavior characterized by repetition and an imbalance of power (Olweus, 1993). The behavior involved is generally thought of as being repetitive, i.e., a victim is targeted a number of times over a period of time. Also, the victim cannot defend himself or herself easily, for one or more reasons. S/he may be outnumbered, made to feel smaller or less physically strong, or less psychologically resilient than the person(s) doing the bullying (Smith, 2000). In the past two decades, the problem of school bullying has received much attention among educational authorities, school teachers and researchers in many countries including India. Being bullied makes teenage children incredibly insecure. When any child is being bullied, he/she can feel constantly insecure which has a big, physical, mental and emotional impact. According to various researches bullying occurs for a large part within the school's perimeters which at times goes unnoticed. Our schools need to take a greater role in handling bullying. The schools are in a position to provide more protection and support to children and their parents and exhibit real capacity to be the positive force to diminish these occurrences. The students who are bullied or had been bullying others should not be a problem but a part of solution to the problem of bullying. Keeping this in view an action research was conducted with 40 students between the age group of 11-13 years who were either the victims or the bullies themselves. Various intervention strategies was designed and implemented and the impact for the same showed the better adjustments issues both in school and at home, better parental support, the increased levels of confidence and self-esteem along with reduced levels of anger which are the important components of holistic development.

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 Keywords

Bullying, Interventions, Teenagers, School system, Holistic Development

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

For building the music recommender system it requires very much information or data. So, it is retrieval task. In this project, we will be using a sample data set of songs to find the correlations between users and songs so that a new song will be recommended to them based on their previous history. We applied three approaches to build this music recommender system i.e., Popularity Based Filtering, Collaborative Filtering and Content Based Filtering. We will implement this project using libraries like NumPy, Pandas. We will also be using Cosine similarity along with Count Vectorizer. Along with this, a front end with flask that will show us the recommended songs when a specific song is processed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

NumPy, Pandas, Python, Cosine Similarity, Machine Learning.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The internet plays a vital role in our daily lives. There are many things that the internet has given us. We use the internet for practically all of our daily tasks. Prior to the introduction of e-commerce in India, buying and selling were done manually in markets without access to the internet, but as a result of its many benefits, life became more comfortable. Due to Indian e-commerce websites that allow us to purchase and sell items, online shopping is a component of e-commerce that is primarily used by consumers. The internet not only has everything one might want, but it also tells you where to buy it at the cheapest price. In this article, this growing phenomenon called e- commerce, it's impact on offline retail market in India and the challenges faced by retail because of emergence of e-commerce. According to earlier studies on this matter, e- commerce has mostly had a negative effect on the enterprises in the offline retail sector. The results differ, however, across the subsectors within retail.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Internet, E-commerce, Offline retail, Challenges, Online.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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virus symptoms disease patients blood ebola fluids infection bleeding diagnosis

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract: The National Education Policy (NEP) of India 2020 is a progressive policy that aims to transform the education system in India, with a focus on promoting critical thinking, creativity, and innovation. The policy aims to provide opportunities for students to build their careers in higher education. This research paper explores the impact of the NEP on career building in higher education in India. The study examines the challenges faced by students, educators, and policymakers in the implementation of the NEP. The paper also discusses the opportunities provided by the NEP to students in terms of skill-building and career development. The study concludes with recommendations for policymakers to support the implementation of the NEP.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

NEP-2020, Career building,Skill development, Multidisciplinary Education

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Creative Commons Attribution 4.0 and The Open Definition

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People today deal with a variety of diseases as a due to their lifestyle choices and the surroundings Disease prediction is an essential component of treatment. So, it becomes crucial to make disease predictions early on. The hardest task is making an accurate diagnosis of a disease. So, Machine learning is crucial in predicting the disease in order to solve this issue. The system proposed in this project uses the patient's symptoms as input to predict the disease and then recommends the right medication. This system takes the symptoms of the user from which he or she suffers as an input. We use Classification Algorithms for disease prediction and drug recommendation, such as Naive Bayes (NB) and Random Forest, with a variety of accuracy levels. Once the disease has been predicted by the system, then it is followed by recommending the appropriate medicine. In order to improve the capabilities of the current systems, this paper discusses about the creation of a system that serves the dual purpose of disease prediction and medication suggestion. To make it easier for users to engage with the symptoms, an interactive interface is designed as the front-end and the front-end is deployed by using Flask.

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 Keywords

Naive Bayes (NB), Random Forest, Disease Prediction, Drug Recommendation, Flask, Healthcare

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Democratic Decentralisation simply means the division of power between the centre and the state .Women Empowerment simply means the upgradation of the women in all the spheres whether political , social or economic. Role of women is restricted only to the domestic chores like cooking , washing, cutting etc. Women's Role in political field plays an important role because due to their participation in political field their leadership, decision making power can be enhanced.Panchayat works mainly at the three levels Village level , Block level and the district level . The introduction of the 73rd constitutional Amendment leads to the participation of the one third of the women in the Panchayat election. Participation of the women in the political field and in various decision making bodies is an important tool for the empowerment . The participation of women at all levels of governance structures is the highest need of this hour for women's actual empowerment . women's Political empowerment usually viewed as political involvement in government or elections which is very essential to give a women voice in the policies that affect their lives. Political participation of women in India is neglected since Independence. Political system and decision making process is seen clearly in the changes incorporated in the panchayati Raj Institutions . The objective of bringing improvement in the socio economic condition of women could be successful only by taking suitable initiatives and measures for empowering them . The 73rd constitutional Amendment Act ,1992 gave them not less than one third reservations in the Panchayat reservations system at all levels. This has been enhanced to 50 percent in some of the states in the recent years . Women participation has been increasing rapidly but it is not satisfactory . This paper examines the political empowerment of women with special reference to panchayati Raj Institutions in India and analyse the reasons for women's low level of participation and make the suggestions for their effective participation of women at grassroot levels in India .

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Political Participation, Empowerment , 73rd constitutional Amendment Act ,1992, Panchayati Raj Institutions , Reservations , WomenRepresentation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Histopathological Image Classification, Machine Learning

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Creative Commons Attribution 4.0 and The Open Definition

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Educational activities halted worldwide during Covid-19, challenging education system to shift to online mode of teaching overnight. Children were using smart hand-held device (SHHD) for minimum 4 to 5 hours per day for approximately five days a week and attending online classes. Prolonged sitting is known to result in poor posture which cause postural deviations in children. Through this study we investigated the impact of smart hand-held device for online learning during covid 19 on cervical posture in school children. Method- Forty-five school children aged 14-15 years fulfilling inclusion criteria were recruited. Subjects craniovertebral angle (CVA) and head tilt angle (HTA) was recorded in relaxed sitting posture and posture adapted during online learning on same day using On Protractor Application. Result- The data analysis reported significant change in craniovertebral angle and head tilt angle in relaxed sitting and posture adapted during online learning (p<0.05). Conclusion- Use of smart hand-held device for online learning has an impact on cervical posture in school children.

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craniovertebral, posture, angle, online, cervical spine

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Creative Commons Attribution 4.0 and The Open Definition

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This paper presents a research model to determine the influence of job satisfaction on the relationship between employee recognition and commitment in public sugar enterprises in the Nyanza region of Kenya. Data from a target population of 2200 was gathered using stratified and simple random sampling techniques. A sample of 327 employees was selected using krejcie and Morgan sample size formula. Results showed that recognition has an effect on employee commitment and also that job satisfaction had an effect on employee commitment. Results further showed that job satisfaction moderated the relationship between employee recognition and commitment. These results add to the body of knowledge and provide new insights into theory and practice. The practical implications and future research directions are also discussed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Job Satisfaction, Recognition &Employee Commitment

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Creative Commons Attribution 4.0 and The Open Definition