Volume 10 | Issue 11

 Abstract

The growth of social media platforms has led to a significant increase in user-generated content. These platforms have given users the ability to produce, share, and exchange content in order to interact and communicate with one another. Threatening and abusive language spreads quickly on social media, but it can be stopped if we can find and take it down. These would have, given online bullying and haters new ways to express their hate to a bigger audience while frequently remaining anonymous. We require a strong and efficient automatic system to identify threat and abusive languages due to the increased popularity of social media platforms like Facebook, Twitter, Instagram, etc. and the excessive number of social media users. Many automated methods using machine learning, deep learning, and natural language processing (NLP) have been developed in the past due to the severe and frequent nature of this activity. This paper provides a thorough summary of the reducing techniques that the research in this field has suggested for detecting offensive content. A classification of several methodologies and features used by researchers in the detection process is offered based on algorithms and methods used in detection techniques. This study also covers the major problems that require detailed research in this field. Finally, some future research directions for creating reliable social media content detection systems are also mentioned.

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 Keywords

social media;Abusive Content; Cyberbullying; Natural Language Processing; Machine Learning; Deep Learning.

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 Abstract

janjatiyayo dawara banayi gyi kala janjatiya kala kahalai, jo tij tyohar tatha dainik jivan se sambandhit hota hai.

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janjatiy kala, aadivasi kala avam chitrakala.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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When it comes to communications, basic equipment, etc., the Indian economy is still in its infancy; this is a developing country. A major shift has occurred in industrial growth since several nations began communicating with one another in 1991, when the country was opened to the globe and foreign businesses were permitted to do business and invest across the country. There will be a dramatic rise in the level of competition in the home market if the government permits the establishment of large corporations. Each business does all it can to establish itself in the marketplace. Profit is the primary motivation for the organisations operating in the nation, and this motivation is reflected in their work. When it comes to using a product or service, individuals are becoming more and more conscious of what is going on around them as the rate of literacy rises and the ability to read and write improves. As a result of these shifts, a whole new concept known as "corporate social responsibility" (CSR) has emerged and gained traction in the marketplace. To better understand how this notion is functioning in India and how much firms are adopting it for social and financial progress, we will conduct a thorough investigation in this paper. Attempts will be made to determine and determine the significance of CSR; the actions large company does under CSR; its hits, affects, and come-togethers.

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Creative Commons Attribution 4.0 and The Open Definition

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CSR, Analysis of CSR

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Creative Commons Attribution 4.0 and The Open Definition

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ABSTRACT: When dealing with photovoltaic generating, an inverter that is both efficient and reliable is critical. Switching frequency is the most popular approach to raise the standard of the inverter output voltage. However, power losses will increase as a result of this strategy. As a result, this work proposes a hybrid unipolar pulse width modulation (UP-PWM) system. For generating positive power, the hybrid method uses traditional UP-PWM. A modulation system that only necessitates the operation of freewheeling switches is especially presented for the generation of negative power. Control of output voltage and current zero crossing points (ZCPs) is also introduced by means of a UP-PWM UPWM closed control with a changed dead time. A 3-kW HERIC inverter system with a 25-kHz frequency is used in simulations and experiments to verify the efficiency of the suggested mehod. Reactive power injection is better with the hybrid UP-PWM closed control method, and efficiency is better than with the traditional UP-PWM closed control method with dead time, according to the results. Better power quality is another benefit of the UP-PWM closed control system that has been offered.

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HERIC inverter, hybrid unipolar PWM (UP-PWM)

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Creative Commons Attribution 4.0 and The Open Definition

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Performance Appraisal is a formal structured system of measuring and evaluating an employee's job related behaviors and outcomes to discover how and why the employee is presently performing on the job and how the employee can perform more effectively in the future so that the employee organization and society all benefit. Once the employee has been selected, trained and motivated, he is then appraised for his performance. Performance Appraisal is the step where the Management finds out how effective it has been at hiring and placing employees. The study concentrates on the HR affairs of the company. It involves the study of performances standards of the employees of Whirlpool Pvt Ltd, Puducherry. This study has been carried out in order to learn the Performances Appraisal of Whirlpool Pvt Ltd to know what strategies are being implied. The Research design adopted for the study is Explorative as well as Conclusive. This study is to ascertain the effectiveness of Performances Appraisal methodology used by Whirlpool Pvt Ltd, Puducherry.

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Performance, Appraisal, Employee Key Words: Job, Respondents

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Covid, Automotive, passengers and recovery of sales

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Creative Commons Attribution 4.0 and The Open Definition

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Effect, Pranayama, Stress, Physiological Parameters, Senior Citizens

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Amyotrophic lateral sclerosis (ALS) is the most common adult motor neuron disease and it is characterized by selective death of upper and lower motor neurons causing muscle atrophy, weakness and spasticity. The present report deals with a case of ALS diagnosed as kapha avrita udana and vyana vata according to Ayurveda. Efficacy of treatment was calculated by using Amyotrophic Lateral Sclerosis Functional Rating Scale -Revised (ATSFRS-R). Before treatment, total score of ALSFRS-R was 18 and at the time of discharge the score was 24, Various panchakarma procedures includes sarvanga abhyanga, bashpa sweda and Basti were implemented along with internal Ayurvedic medicines. There was a significant improvement observed in muscle power, ability to walk, and shortness of breath.

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ALS, kapha avrita udana and vyana, Rajayapana basti

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Creative Commons Attribution 4.0 and The Open Definition

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The nature and pattern of work culture are rapidly changing due to the evolving workplace and the increasing usage of technology. Today, it is expected that tasks will be completed more quickly, and research and development will hasten these improvements. The outcomes are more obvious to us now. The demand for talents from employers is rising as well, which will benefit the entire firm and boost profits. This paper will examine how increasing corporate agility is a sound strategy for assisting businesses in acquiring the ability to endure in the modern world. As technology advances, there has been a rise in organizational openness, and information that moves quickly and is easily accessible has increased.

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Creative Commons Attribution 4.0 and The Open Definition

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Work culture , Workplace, Corporate agility, Technology, organizational openness.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Parenting style, democratic, authoritarian, permissive style, and academic achievement.

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Creative Commons Attribution 4.0 and The Open Definition

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Mouth is considered as the mirror of general health in human body. Oral cavity harbors billions of microorganisms, and some of these contribute to the development of Oral problems and other systemic diseases like Cardiovascular diseases, diabetes mellitus ,etc .Oral health and general health is interrelated so its important to maintain oral health of an individual. In order to improve oral hygiene and general health oil pulling is used as ayurvedic therapy. The main purpose of the study is to evaluate the knowledge about oil pulling among the students and to educate them. The study was conducted at Dr.N.G.P Arts and science college, Coimbatore .About 200 Subjects were evaluated, out of this 58.5% are boys and 41.5% are girls. A pre-tested self-structured questionnaire was used for pre and post assessment. Only 6% of the subjects are aware about the oil pulling .So the study has been initiated and the subjects were educated using various educational tools to improve the knowledge of the subjects .The study has been concluded that 83.1% significant increases in knowledge of Oil pulling and its benefits among the subjects .The education program helps to improve the oral hygienic practices and the quality of life.

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Oil pulling ,Oral problems ,General health ,Education program.

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Creative Commons Attribution 4.0 and The Open Definition

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Object detection is the capacity required with the aid of using maximum laptop imaginative and prescient systems. The ultra-modern studies have been making terrific improvements in lots of areas. Object detection and monitoring have quite a few makes use of the detection method we're the use of is primarily based totally on YOLO. In this paper, we additionally speak of modern and potential packages of item detection in numerous fields. The consequences represented right here advise that this structure may be similarly evolved and utilized in face detection, face recognition, anomaly detection, crowd counting, safety surveillance, etc. The YOLOv4 item detection neural community placed at the CSP techniques cutes each up and down and applies to small and huge networks whilst preserving the most advantageous pace and accuracy. We recommend a community scaling technique that modifies no longer additionally the depth, width, decision but additionally the shape of the community.

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Machine Learning

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Creative Commons Attribution 4.0 and The Open Definition

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Malaysia, Terms of Trade, Exports & Imports, India, Trade Agreements

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Creative Commons Attribution 4.0 and The Open Definition

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The term "maskne" was coined amid the continuous COVID -19pandemic, assigning acne associated with the delayed use of protective mask-wearing. Maskne can be a variety of an acne mechanica which are caused by mask-induced mechanical damage (weight, contact, and rubbing) and impediments. The extra variables affecting the onset of maskne include environmental factors, duration of mask-wearing, the type of mask, and previous facial skin disease and the predominance of maskne is expanding since masks are the foremost commonly used personal protective equipment [PPE] in general. Wearing masks in the open tends to be the "unused typical" indeed, the post-pandemic period. Thus, the issue of maskne may end up indeed. This review aims to provide a comprehensive a view of current information on predominance, pathogenesis, anticipation, expectation and treatment of maskne. Masks are essential for COVID?19 prevention, but as of late they have been recommended to adjust the cutaneous facial microenvironment and trigger facial dermatosis. The purpose of this article is to discuss the pathogenesis, treatment, precautions and move on to appropriate therapy.

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COVID-19, pandemic, maskne acne caused by mask, causes, treatment, precaution

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Sports, Culture ,Pandemic, Covid, Leisure, Performance, Lockdowns

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Creative Commons Attribution 4.0 and The Open Definition

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Agropeneurship

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The women in Muslim society were subject to subjugation and deprivation since the earliest of ages. The orthodox Islamic traditions and its interpretation by the religious class of Muslim society never let the women to come out from the four walls of their houses. There were times when some learned people of the society tried to emancipate women from this situation but with little success. More or less the deplorable and dominated position of the women folk in Muslim society remained the same. From the time of Muhammad to the colonial period, this paper deals with the challenges and the real position of the Bengali Muslim women.

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Creative Commons Attribution 4.0 and The Open Definition

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Muslim women, society, orthodoxy, subjugation, emancipation,

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Creative Commons Attribution 4.0 and The Open Definition