Volume 11 | Issue 4 |

 Abstract

Many research have been done on academic success and the field that it belongs to. So, the researcher again took the effort to cover a few of the last remaining factors related to academic success that are taken into account. The most important predictor of intellect and the one utilized to evaluate an individual in Indian society is academic accomplishment. As a result, academic success also indicates a person's level of learning and capacity. It is a multidimensional phenomenon in addition to that. The manner in which one acquires knowledge and applies it is a crucial factor to take into account in the overall educational processes, according to recent studies ("Graf, Lin, & Kinshuk, 2008; Kolb & Kolb, 2009; Syler et al., 2006; Thor- ton, Haskell & Libby, 2006; Zualkernan, Allert, & Qadah, 2006"). "Acknowledging of individual learning styles is an attempt to characterize the complicated processes by which one acquires knowledge," according to Kolb, Rubin, and McIntyre in 1974. Biggs & Moore (1993) also stated that "learning style may be regarded of as a formulation of preconceptions by an individual engaged in the action of learning" in support of their statement. The significance of academic accomplishment and learning styles has been emphasized in numerous earlier studies. The researcher intended to conduct the investigation in order to identify any potential influences on secondary school students' academic performance and learning preferences. In general, the conceptualization of academic achievement and learning styles and their associated correlates maintains the commitment for researchers, educators, and other practitioners who seek to understand the concepts and their behavioral aspects and apply targeted, strategic interventions to support the students in coping up and striving for excellence. Little research has been done on these variables when they are combined at different levels, according to literature sources. As a result, it is essential to build understanding of variables from a variety of perspectives, including social, psychological, and educational ones. The researcher became interested in the subject and decided to pursue it in order to probe deeply into the relationship between learning styles and academic accomplishment.

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 Keywords

LEARNING STYLES AND ACADEMIC ACHIEVEMENT OF SECONDARY SCHOOL STUDENTS IN RELATION TO EXTRAVERSION-INTROVERSION, DIVERGENT THINKING AND LOCUS OF CONTROL

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In the present era of technology, the role of the teacher is very precious to build and promote the peace in schools as well as in society. With the development of the technology apart from the advantages it has also brought many drawbacks which has destructed peace and created many conflicts and brought major setback in the present era of 21st century. It is said no work can be done effectively without peace; peace is primary component to complete a task with proper effectiveness. Where peace failed to spread its objectives there the extent of conflict, violence, terrorism is quite higher, on the other hand, where peace has reached to peoples there we could see a least of violence occurrence. Peace is directly or indirectly related to every phenomenon; in the field of teacher education also the need of the hour is peace. Since teacher plays pivotal role to promote the messages of peace in the present society, so he can do a bid to tackle the violence and secure peace across the countries, we have been witnessed with different activities of teacher while and where the society faces challenges in terms of drug addiction, crime, steal and so on there the teacher succeed to overcome such situations through its institutions. In this regard, teacher education institutions can play key role to take such kind of responsibilities as only such kind of institutions produce student teachers every year with greater extent by ensuring its standard in terms of quality. Therefore, the present paper aims to proliferation about the role of teacher in promoting and maintaining peace in the present day situation and also to spread the message for having harmonious and prosperous life.

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 Keywords

Teacher Education, Peace, 21st century, violence

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The increasing use of mobile has raised concerns about how exposure patterns may affect mental health of children and adolescents. At one hand, there are several advantages of smartphone use such as improving academic skills, reading recognition and enriching vocabulary and expressive language. On the other hand, overuse of mobile phones may lead to mental or behavioural problems including poor academic performance, decreased real-life social interaction, neglect of one's personal life, relationship disorders and mood dysfunction. Parents faced challenges in the controlling screen time of their children. This was partly likely due to their attempts in finding a complex balance between personal and working life, and family responsibilities. Parental monitoring of mobile use by adolescents was essential to prevent adolescents from becoming victim of mobile phones addiction. Hence, there is need to minimise exposure to mobile phone by adopting appropriate strategy.

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Mobile, smart phone, health, emotion,

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Abstract: The present study sheds light on the reasons and effects of code mixing in rap songs of 'Badshah' on Indian youth. A questionnaire was developed to analyze the reasons and effects of code mixing in rap songs of the selected singer. A survey of 100 students of Ichalkaranji, Maharashtra was conducted. The study revealed that because of the code mixing, rap songs become catchy. It enhanced the rhythm of the songs. Songs become more entertaining. The study also revealed that all the reasons and effects were significant in their own ways. The analysis of data was brought to light by means of frequency of responses, graphical representation and descriptions, for the better understanding of a socio-linguistic phenomenon.

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Keywords: Bilingualism, Code-mixing, Entertainment, Film industry, Bollywood, Rap Songs.

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This research article explores the use of Chat GPT in library services, specifically in the context of reference and information services. Chat GPT is a large language model trained by Open AI that has shown remarkable capabilities in natural language processing and understanding. The article discusses the potential benefits and challenges of using Chat GPT in library reference services, such as improving response time, enhancing the quality of responses, and reducing the workload of librarians. The article also explores the ethical considerations of using Chat GPT, such as issues related to bias and privacy. Chat GPT can be a valuable tool in library reference services, particularly in handling routine and simple queries. However, it is not a replacement for human reference librarians, who can provide more nuanced and complex responses. The research also highlights the importance of transparency and accountability in the use of Chat GPT, as well as the need for ongoing evaluation and improvement. Overall, this research article contributes to the growing body of literature on the use of artificial intelligence in library services and provides insights into the potential benefits and challenges of using Chat GPT in reference and information services.

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ChatGPT, ChatBot, Artificial Intelligence, Library Services, Academia.

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Allelopathy concerns the effects of one plant on another due to chemicals released by them, or the breakdown products of their metabolites. The allelochemicals are produced by all kinds of plants and plant parts although roots and leaves are mainly responsible for their production and release. Allelopathic effect of 3% aqueous extracts of fresh leaves of Euphorbia dracunculoides was studied on seed germination and seedling growth of mustard. Seeds were allowed to grow in petri-dishes containing 3% aqueous extracts of fresh leaves of E. dracunculoides. The result indicated that seed germination and seedling growth was suppressed.

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Allelopathy, Leaf extracts, Germination, Growth.

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Machine learning and deep learning techniques currently are leveraged by various practitioners in computer vision field. This thesis proposes an application of two different machine learning models to classify facial expressions of human and replace them with emoji's accordingly. An application that can turn face expression into emoji's. For that I have train machine learning model with TensorFlow to detect face expression like happy, sad, fearful and so one. Then I have map those expression to emoji's in real times. In this project I used media pip for the key point's extraction. The key points of face, left and right hand are extracted using media pipe. The first model is based on fisher-face algorithm which is used for face recognition, the second one is a simplified version of prevalent Convolution Neural Network model utilized by many researchers: VGGNet network. The former model is implemented on OpenCV library, whereas convolutional neural network is build with help of Keras. I trained both models by an open source dataset (Kaggle) which divides its facial expression images into 43 classes. Both models are tested with randomly selected images of facial expression from internet Overall training accuracy is 94% in the phase of training

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Emojis, CNN, Tensorflow, Mediapipe.

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The correct diagnosis of patient's conditions and diseases is one of the most significant challenges that healthcare professionals face. A problem for both the patient and the doctor is being unable to correctly diagnose a condition. It can be very helpful, especially to increase a patient's chance of survival, to predict respiratory conditions earlier. One of the most dangerous diseases that kill a lot of people is pneumonia. The primary reason for this is that, for a variety of reasons, many people are unaware of it in its early stages, and by the time they do, it is too late. However, the likelihood of curing these conditions rises if they are discovered early on. However, because extensive screening with CT, MRI, or X-rays is not practical in many parts of the world, midsection radiology continues to be the most fundamental system. When working with medical imagery, there are frequently issues with reliability and interpretability that this model could help alleviate. For this classification task, it is difficult to obtain a large dataset of pneumonia, in contrast to other deep learning classification tasks with sufficient image repositories; As a result, we used a number of data augmentation algorithms to boost the CNN model's classification and validation accuracy, and we were able to achieve remarkable validation accuracy. For the classification of the images and the early diagnosis of pneumonia, our classification technique makes use of convolutional neural networks.

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X-rays images, transfer learning, CNN, machine learning, deep learning.

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Research on women's entrepreneurship has shown a growing trend in the past few decades. This study area is in an adolescent phase with comparatively few numbers of research articles, books, and literature reviews being published on female entrepreneurship. Our study is concisely focused on the various kinds of problems, constraints, and barriers encountered by women who want to enter the corporate world as an entrepreneur. Furthermore, the study aims to identify, rank, and highlight the various kinds of difficulties encountered by women entering the business world as entrepreneurs Here we have considered some of the articles on women entrepreneurship from the emerald database and refined our search based on keywords, access and year of publication to review the difficulties faced by women entrepreneurs more effectively. Our study begins with the concept of entrepreneurship, specifically women entrepreneurs followed by a comprehensive literature review in tabular form showing various problems faced by female entrepreneurs. This study is relevant for policymakers to frame policy imperatives and programs considering the constraints discussed.

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Keywords: women entrepreneurship, constraints, barriers, female entrepreneurs, challenges

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 Abstract

Papad udhyog me salagn mahilao ki aarthik sathiti ka adhyan

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Papad udhyog me salagn mahilao ki aarthik sathiti ka adhyan

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