Keywords : COVID-19

Analyzing and Predicting Covid-19 Dataset in India using Data Mining with Regression Analysis

Rajesh P.; Vetrivel Govindarasu

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue Special Issue 7S, Pages 91-95
DOI: 10.47392/irjash.2021.216

COVID-19 is a disease caused by coronavirus. 'CO' stands for corona, 'VI' for virus, and 'D' for disease. Formerly, this disease was referred to as '2019 novel coronavirus. The data mining is the best tools for analyzing and predicting the hidden information with the help of pre-existing dataset. The covid analysis and prediction for consider different related parameters namely name of the states, total cases, today cases, active cases, discharged cases, today discharged cases, overall death and today deaths. In this paper, taking consideration into analyzing and predicting covid dataset using statistical techniques namely regression model. Numerical illustrations also provide to prove the results and discussions.

Big Data Analysis and Management in Healthcare

Madhamsetty Charitha; Nagaraj G Cholli

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue Special Issue 7S, Pages 42-53
DOI: 10.47392/irjash.2021.208

Basically, Big Data means large volumes of data that can be used to solve problems. It has piqued people’s attention over the past two decades because of the enormous potential it holds. Big data is generated, stored, and analyzed by a variety of  public  and  private  sector  industries  in  order to enhance the services they provide. Hospital reports, patient medical records, medical test outcomes, and internet of things applications are all examples of big data outlets in the healthcare industry. Biomedical research often produces a large amount of big data that is pertinent to public health. To extract useful information from this data, it must be properly managed and analyzed. Otherwise, finding solutions by analyzing big data quickly becomes impossible. The ability to identify trends and transform large amounts of data into actionable information for precision , medicine and decision makers is at the heart of Big Data’s potential in healthcare. In a variety of areas, the use of Big Data in healthcare is now offering solutions for optimizing patient care and creating value in healthcare organizations. In this paper, some big data solutions are provided for healthcare. Big Data Analytics strategies to mitigate covid-19 health disparities are provided. Finally we analyse some of the challenges with big data in healthcare.

Managing Stress among Healthcare Workers: Strategies and Implications Associated With Covid-19 Pandemic

Amritha Rajkumar; Peter Kumar F. J.; Sudha A.G.

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue Special Issue 6S, Pages 71-76
DOI: 10.47392/irjash.2021.169

Corona virus disease or Covid-19 has become a global pandemic. It was first reported in Wuhan, china. The disease has crossed all borders across the world and today the whole world is suffering from the pandemic now. So when Covid-19 started shaking the world with immense spreading of its first wave and second wave, the whole population is completely dependent on the healthcare sector. Since the healthcare workers are part of the service sector, they had to support and take care of the patients by risking their lives. The stress taken by the healthcare workers is beyond the imagination of a layman and is greater than normal work stress. Covid-19 made its entry abruptly, putting a high level of stress on the medical community. There has never has been such a catastrophic pandemic that has occurred in last five decades. The hospital infrastructure was never ready for such a huge pandemic and its implications.  More patient load, high infectivity rate, increase in mortality rate, family getting infected, more serious infections, scarcity of medicines, anxiety of getting infected etc. all contributed to the increase in stress level of the healthcare workers. This study aims to understand the stress faced by the healthcare workers during the first and second wave of the pandemic and identifying the solutions to reduce stress and promote their mental health by listening to good music, having a good sleep, opening up to a counsellor, getting spiritual help etc., if a third wave occurs.

Positive impact of Covide-19 on Education

Saima Firdaus Mohammed Yaseen; Smt. ShubhadaRamesh Joshi

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue Special Issue 6S, Pages 182-185
DOI: 10.47392/irjash.2021.187

The COVID-19 pandemic has affected all levels of educational systems worldwide, leading to the near-total closures of schools, universities and colleges.There are so many negativeimpacts of covid-19 on every sector in world and nowadays everyone is discussing and focusing on losses and drawbacks of covid-19. We should bring out ourselves from this worst situation and be positive. This paper was prepared to show some positive impact of pandemic on education., students, teachers, researchers and nonteaching staffs of school, colleges and universities. The main purpose of this paper is to remove the feeling of loss from mind of academician, students, research scholarsandothers. There are number of positive impacts of covid-19 on education, environment, human life, business etc. This paper enlightens the people with positive impact of covid-19 pandemic lock down on education.Because the positivity, there is reduction in depression andstress, as a result one can be more energetic and ambitious. Positivity helps us grow and improve our health.

Internet of Things (IOT)-Data Security Challenges and Solutions

Priyanka N.; Swetha D.; Anjali G.

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue Special Issue 6S, Pages 144-147
DOI: 10.47392/irjash.2021.180

Our everyday life starts with an electronic device with internet connectivity. Today every object of our lives is relying on internet and the powerful data capability which transforms the way we work and live. In this pandemic situation of COVID-19 every company/business/organizations/educational institution and many more are working only with the help of internet connectivity and new emerging technologies. Internet of Things (IoT) is one such technology that has gained as a popular research concept from recent years and it is playing a vital role in the pandemic situation of COVID-19 by incorporating technological, business and social scenarios. As there is an increase in the usage of IoT devices and more IoT ecosystems there by facing many challenges like technical, business, societal and legal. Among the all-Data Security is being the most prominent one. This article discusses different ways the data can be protected on IoT devices by which the enterprises can successfully ensure secure data on IoT devices.

E-Commerce industry and its effect on the world today

Vaishak Radhakrishnan

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue 2, Pages 23-29
DOI: 10.47392/irjash.2021.026

The Covid-19 pandemic has made a huge impact on the e-commerce industry. The industry has experienced some benefits and problems during the pandemic. People tend to buy more items online as it can be more secure when it comes to the spread of disease. The reports are saying that overall e-commerce industry is having an increased sales growth. Many methods and techniques are being used by the e-commerce industry to make-up the negative impacts that happened to online business during the Covid-19 pandemic. This study is done to deeply analyse the problems and factors that are affecting the Online businesses and to know about the situations of e-commerce business in different parts of the world.