Volume 12 | Issue 8 |

 Abstract

Today is the world of competition and everybody is running day and night to achieve the best in their terms. The mankind is set into a new dimension of time where ceaseless activity throughout is making everybody restless. Overall result is the never ending physical and mental stress coming out in the form of variety of health disorders which can be called as anxiety related disorders like hypertension, coronary artery disease, arthritis, ulcerative colitis, irritable bowel syndrome, and behavioral disorders. Ayurveda mentions the anxiety and its impacts on the body as aggravation of Vata Dosha leading to lowered immunity and resulting number of diseases due to that, it also relates the stress to the degeneration in the body tissues causing early aging and reduced life span. Although Acharya Caraka states that in order to stay healthy and to save the life one should always avoid over-thinking himself, however, in today's world, anxiety is an inevitable part of life and so the anxiety induced diseases. Therefore, instead of looking for the stress avoidance strategy it is important to work on preventing the effects of stress on the body and increasing the coping capacity of the body by life style modifications, dietary interventions and other means.

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 Keywords

anxiety, vata dosha, ayurveda.

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 Abstract

When the person or the individual is exposed to the external stimuli or the factor such that behavior is the outcome for such stimuli. Many times stress occurs due to when situation demands the individual to perform and the ability of an individual to fulfill those demands. When there is a discrepancy between the demand and its fulfillment their exists a stress. Stress is the underlying factor for the mental illness and which would hamper the productivity of employees . It is a part and parcel of psychological behavior and psychological deviations .Hence the study gives insights on various causes of stress in Accenture KPIT and Intel.

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 Keywords

Improper working schedule, targets, job security

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When it comes to researching a service provider's services, facilities, and market standing, sentiment analysis is a great resource due to the abundance of customer evaluations, opinions, and feelings that are accessible online. When it comes to connecting passengers with airlines, social media channels are crucial. As a means of measuring service quality and operational efficacy, evaluations and feedback from customers are becoming more important to airlines. NLP and other machine learning technologies have come a long way in the last several years, greatly easing the burden of huge data analysis. This research delves into the sentiment analysis of airline customer evaluations utilizing a range of ML models and NLP approaches, such as NB, LSTM, RF, and CNN. The dataset, sourced from Kaggle, comprises predominantly negative reviews, with neutral and other sentiments. Data preprocessing steps such as normalization, stop words removal, lemmatization, and stemming were employed to enhance model performance. The analysis revealed that the CNN model outperformed other models with a 97%accuracy, 97%precision, 96%recall, and a 96%F1-score, demonstrating its superior capability in comparison of the RF, LSTM, and NB models. This research highlights the effectiveness of CNNs in sentiment analysis of airline reviews and provides valuable insights for improving customer service based on automated sentiment detection

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 Keywords

Sentimental analysis, Customer Reviews, Airline Services, natural language processing (NLP), machine learning, Deep learning, CNN.

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This study evaluates the level of client satisfaction with the services provided by the Civil Registry in the Municipality of Moncada, Tarlac. In the context of local governance, the Civil Registry plays a crucial role in the documentation of vital events such as births, marriages, and deaths, making it an essential service for the residents. This research aims to assess the efficiency, accessibility, and overall satisfaction of the clients who have utilized these services. A mixed-method approach was employed, incorporating both quantitative and qualitative data collection methods. Surveys were administered to a representative sample of clients who recently availed themselves of the Civil Registry services, while interviews with key personnel provided additional insights into the operational challenges and strengths of the registry office. The study analyzes various factors influencing client satisfaction, including the responsiveness of staff, the clarity of procedures, the time taken to complete transactions, and the perceived fairness of fees. The findings indicate that while there is a general satisfaction with the services offered, certain areas require improvement, particularly in reducing wait times and enhancing staff-client communication. These results suggest that targeted interventions could further enhance the efficiency and client satisfaction of the Civil Registry services in Moncada, Tarlac. Recommendations for policy adjustments and operational improvements are discussed in the final section of the study.

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 Keywords

Client Satisfaction, Services, Local Government, Civil Registry

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The background of this research is to study the relationship between partner phubbing and its effect and impact on the two dynamics of relationship, i.e. relationship satisfaction and trust. The study comprises a sample of Indian population of 107 individuals, 35 males and 72 females out of which 53 were married and 54 were unmarried yet in a romantic relationship. The study measures the partner phubbing levels using partner phubbing scale given by Roberts & David in the year 2016, relationship satisfaction using relationship assessment given by C. Hendrick in the year 1988 and trust using the scale of trust in close relationships given by Rempel, J.K, Holmes in the year 1985. The data was collected via the forms given to individuals after providing them with adequate information about the research. The data was further analysed using the SPSS correlation and regression. which provided the findings that there is a significant negative correlation between phubbing, relationship satisfaction and trust which proves that phubbing affects the individual relationship satisfaction and trust. The findings of the regression revealed that there is a significant prediction of the impact of phubbing on relationship satisfaction and trust.

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phubbing, relationship satisfaction, trust

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In an attempt to obtain better knowledge into the use of plant medicines, an experimental study on the prolonged consumption of Jatropha tanjorensis known by several names such as hospital too far, botuje, chaya, Iyana Ipaja, was carried out. Jatropha tanjorensis is grown in the Southern parts of Nigeria with its leaves used either as vegetables or plant medicines. There were documented evidence of its ethnomedicinal uses which includes its efficacy in the treatment of hyperlipidemia, anemia, malaria amongst other properties. Albino rabbits weighing 2.8-3.00kg were placed into control and experimental groups as follows (i) control group (ii) experimental group I: aqueous leaf extracts group and (iii) experimental group II: methanolic leaf extracts groups were used. Control group rabbits were administered 3kg grower's mash feed per 300ml distilled water ad libitum for 90 days. Experimental group I rabbits were administered 3kg grower's mash per 300ml aqueous leaf extracts of Jatropha tanjorensis ad libitum for 90 days. While experimental group II rabbits were administered 3kg growers mash per 300ml methanolic leaf extracts of Jatropha tanjorensis ad libitum for 90 days. The rabbits were "sacrificed" at the end of the experiment and histopathological examinations were carried out. From observations, the kidneys of control group rabbits did not present any observable changes. Kidneys of experimental group I rabbits: aqueous extract group presented mild distortions which include renal tubular damage (RTD), Peritubular interstitium (PI) containing cells and collapsed renal tubules (CRT). Experimental group II rabbits: methanolic leaf extract group presented severe distortions with hypercellularity of glomeruli, occluded Bowman's capsule and peritubular interstitium (PI) containing cells. From these observations, there is no doubt that toxicity levels of aqueous leaf extracts were mild when compared with toxicity levels of methanolic leaf extracts and this directly implies that higher toxicity levels were present with methanolic leaf extracts.

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 Keywords

ad libitum, aqueous, hypercellularity, Jatropha tanjorensis, kidneys, methanolic, peritubular interstitium.

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Creative Commons Attribution 4.0 and The Open Definition

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Text summarization plays a crucial role in natural language processing, with applications spanning from document summarization to chatbots. This thesis examines various techniques for text summarization, focusing on both extractive and abstractive methods. It starts with a thorough literature review that traces the historical development of text summarization, discussing various methodologies and evaluation metrics. Following this, the study details data collection and preprocessing methods, then moves on to the implementation of both extractive and abstractive summarization models. Extractive summarization uses techniques like word frequency scoring and sentence selection, while abstractive summarization relies on deep learning models trained on preprocessed text. A novel approach is presented, utilizing a sequence-to-sequence (seq2seq) model with an attention mechanism. This method applies deep learning, specifically Long Short-Term Memory (LSTM) networks, to produce concise summaries from input texts. The model features an encoder-decoder structure, where the encoder processes the text and the decoder creates the summary. An attention mechanism is used to enable the decoder to concentrate on relevant sections of the input. The proposed method's effectiveness is tested on a diverse dataset of texts, including reviews and articles, and evaluated using ROUGE, BLEU, and METEOR metrics. The results show that the model performs competitively in generating abstractive summaries compared to extractive methods, effectively capturing key information while producing coherent and grammatically accurate summaries.

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Written text, text generation, Machine learning, NLTK, Text summarisation

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Printmaking is a lake of sweet water in which every artist wants to quench their thirst. In the 20th century many Punjabi artists of India emerged as important figures in the field of printmaking. These artists have enriched the field of printmaking with their unique perspectives on the cultural and social changes in post 20th century Punjab and their technical skills that have contributed to the richness of Indian textile art (a wall of hand woven fabric often with pictorial designs). Their works incorporate traditional motifs, folklore and religious themes. It helps preserve and promote Punjabi culture and identity. The Artist of Punjab have experimented with various new and latest printmaking techniques such as etching, woodcut, lithography and screen printing. Their innovative approaches have enriched the Indian printmaking landscape. The Influential and Famous Punjabi artists like, Abdur Rahman Chugtai, S.L. Parasher, Manjit Bawa, Satish Gujral, and, Kanwal Krishna, Paramjit Singh, Anupam Sood, Kavita Nayar, Krishna Khanna, Harjit Singh Kular, Sukhwinder Singh have gained national and international recognition. Their works often reflect a combination of contemporary themes and traditional aesthetics. Many artists in the workshops spend their lives teaching art, organizing workshops and mentoring young artists. It has helped to nurture new talent and spread appreciation of printmaking as an art form. Punjabi artists actively participate in exhibitions and collaborate in India and globally. These platforms allow them to showcase their works to a wider audience and engage in cultural exchange. Overall, Punjabi Artist have played a significant role in enriching India's artistic heritage, contributing to the diversity and dynamism of the country's art scene.

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Printmaking, Artist, Traditional, Punjabi, Combination

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ABSTRACT Higher education is the index of the nation and mirror of development of education of the people. The Quality of a nation depends on the Quality of its Citizen in turn depends on the Quality of education imparted in the educational institutions. As home is the ideal center of heaven with the love and affection, Care and share, support of kith and kin, family and friends as a temple can be the Ideal Centre of devotion or place of worship with the support of Cooperation of priest, trustees and devotees so also an educational institution can be ideal centre of excellence with evolving a lot of good practices and activities by the teachers, employees, students, parents and public as the immediate stakeholders. Hence, the paper has intended to highlight the different critical parameters of best practices as Identified accreditation by National Assessment and Accreditation Council (NAAC) and the process of initiating and elevating such practices which will not only develop healthy and Conductive climate inside the campus but also lead to a positive impact on the regular functioning of the institution so as to manifest the credibility and cheerful life of a college or university

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 Keywords

[Key words - Higher education, Quality education, best practices, NAAC Centre of excellence]

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Creative Commons Attribution 4.0 and The Open Definition

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Cloud computing offers unprecedented scalability, flexibility, and cost-efficiency. However, it also presents significant security challenges, particularly regarding the stockpiling of information. This paper investigates the security threats associated with information stockpiling in cloud environments, examines existing mitigation strategies, and proposes a comprehensive approach to enhance cloud security. The study also explores the impact of emerging technologies on cloud security and highlights future research directions.

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 Keywords

Cloud Computing, Security, Data Breaches, Information Stockpiling, Emerging Technologies, Threat Mitigation

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