Meta-Analysis of EMF-Induced Pollution by COVID-19 in Virtual Teaching and Learning With an Artificial Intelligence Perspective

Concerns about the health effects of frequent exposure to electromagnetic fields (EMF) emitted from mobile towers and handsets have been raised because of the gradual increase in usage of cell phones and frequent setting up of mobile towers. Present study is targeted to detrimental effects of EMF radiation on various biological systems mainly due to online teaching and learning process by suppressing the immune system. During COVID-19 pandemic the increased usage of internet due to online education and online office leads to more detrimental effects of EMF radiation. Further inculcation of soft computing techniques in EMF radiation has been presented. A literature review focusing on the usage of soft computing techniques in the domain of EMF radiation has been presented in the article. An online survey has been conducted targeting Indian academic stakeholders’ (Specially Teachers, Students and Parents termed as population in paper) for analyzing the awareness towards the bio hazards of EMF exposure.

Research on Human Resource Management for Telework Informatization under the Background of Epidemic Prevention

The Corona Virus Disease in 2019 will have a serious impact on the normal operation of various industries. Under the environment of resuming work and production and ensuring safety, remote online office has become a core option for the operation of various industries. At present, remote office has met a lot of troubles, such as information asymmetry, inefficiency, regulatory difficulties, communication barriers, weakened confidentiality, and so on. This article focuses on exploring the mechanism of human resource management in remote office informatization in the context of epidemic prevention and control, and proposes distance education innovation for employee training, big data transformation performance evaluation, and cloud computing. This article also focuses on solving the problems existed in the remote office. It suggests some useful and innovative human resource management paths. For example, improving data sharing, network optimization and remote collaborative office and others, all of them offer a good idea which provides human resource decision-making reference for the orderly resumption of work and production in various industries.

Regional cloud of public administration as a component of the e-government of Ukraine

The implementation of modern technologies will allow to get the maximum effect from the functioning of the e-government system and to overcome technological backwardness of Ukraine from other countries of the world. The development of information and communication technologies is very rapid, so their research, analysis and formulation of proposals for use is an urgent task. The theoretical bases of creation of regional cloud of public administration, examples of its use are considered.Suppliers of cloud services and information resources to the regional cloud are identified: central authorities, regional authorities and IT companies. Unlike the first two cloud service delivery channels, the third channel is booming around the world and offers a wide variety of software. The most well-known software vendors as services (SaaS) are Google and Microsoft.Possibilities of Google services are considered in two examples: organization of public servants' collective work through online office and creation of unified information and educational space for training and raising qualification of civil servants and local government officials of the region.In the first example, it is noted that in most Ukrainian electronic document management systems, opportunities for teamwork on a draft document are very limited. This requires an online office. Possibilities of Google services, in particular the G Suite, for public servants teamwork due to availability an online office are enormous.The second example draws attention to the fact that the ability to share corporate services beyond the cloud means that educational materials can be accessed, if necessary, to users who do not have a Google corporate account but have a Google individual account. This opens up great opportunities for involving public servants, employees of communal organizations, institutions and enterprises in distance learning through the use of educational service in the regional cloud of public administration.The implementation of a regional cloud of public administration with the help of multicloud is proposed.

Optimization for Web-Based Online Document Management

In this paper, we construct a web-based document life-cycle management model. The model manages documents which consist of the institute library from their creation to the archive state. For an online office system, we aim at solving three issues: network delay, version storage problems and deletion strategy. To solve network delay, we propose both local and online document synchronized editing model. In addition, we combine the longest recursive chain with recursive chain time to optimize the system response time. In order to optimize documents to be deleted, we propose a two-step optimized method. In the performance test, the effectiveness of the method is confirmed to solve the issues of documents management.