The Future of Online Learning using Artificial Intelligence

Online learning is the emerging technique in education and learning during the COVID-19 pandemic period. Traditional learning is a complex process as learning patterns, approach, skills and performance varies from person to person. Adaptive online learning focuses on understanding the learner’s performance, skills and adapts to it. The use of advanced technology also provides a means to analyse the behavioural learning pattern. As it provides the detailed skill mapping and performance which enables the learner to understand the areas needs to be improved. The information can also be used by assessors to improve the teaching approach. Advanced online learning system using artificial intelligence is an emerging concept in the coming years. In this new concept, the classes are not taken face-to-face in a classroom but through an electronic medium as a substitute. These virtual learning approach are gaining importance every day and very soon they are going to be an integral part of our world. Taking up these virtual learning through an electronic medium is termed as online learning. We proposed two new models which are powered by artificial intelligence (AI) tools. A number of examples of using these new models are presented.

Spam-Detection with Comparative Analysis and Spamming Words Extractions

Communication through email plays an essential part especially in every sector of our day-to-day life. Considering its significance, it is important to filter spam emails from emails. Spam email, also known as junk email, is unwanted messages that are sent by the electronic medium in large quantities. Most of the spam emails are commercial in nature that is not only irritating but also harmful due to malicious scams or malware-hosting sites or use viruses attached to the message. In this paper, we identify spam emails and expose how spam emails can be distinguished from legitimate/normal emails. We deployed four machine learning models and two deep learning models over the datasets including the combined dataset. Besides, we also try to find the important keywords that are found repeatedly from spam emails repository. This type of knowledge will enable us to detect spam emails for our personnel and community security purpose.<br>

Spam-Detection with Comparative Analysis and Spamming Words Extractions

Communication through email plays an essential part especially in every sector of our day-to-day life. Considering its significance, it is important to filter spam emails from emails. Spam email, also known as junk email, is unwanted messages that are sent by the electronic medium in large quantities. Most of the spam emails are commercial in nature that is not only irritating but also harmful due to malicious scams or malware-hosting sites or use viruses attached to the message. In this paper, we identify spam emails and expose how spam emails can be distinguished from legitimate/normal emails. We deployed four machine learning models and two deep learning models over the datasets including the combined dataset. Besides, we also try to find the important keywords that are found repeatedly from spam emails repository. This type of knowledge will enable us to detect spam emails for our personnel and community security purpose.<br>

Spam-Detection with Comparative Analysis and Spamming Words Extractions

Communication through email plays an essential part especially in every sector of our day-to-day life. Considering its significance, it is important to filter spam emails from emails. Spam email, also known as junk email, is unwanted messages that are sent by the electronic medium in large quantities. Most of the spam emails are commercial in nature that is not only irritating but also harmful due to malicious scams or malware-hosting sites or use viruses attached to the message. In this paper, we identify spam emails and expose how spam emails can be distinguished from legitimate/normal emails. We deployed four machine learning models and two deep learning models over the datasets including the combined dataset. Besides, we also try to find the important keywords that are found repeatedly from spam emails repository. This type of knowledge will enable us to detect spam emails for our personnel and community security purpose.<br>

Perjalananku: Penggunaan Medium Elektronik (Cahaya) Dalam Karya Seni Arca

This research represents time using electronic medium through sculpture. An electronic media (light) is one of new medium in Malaysian visual arts. The use of electronic (light) as a medium, does bloom up medias in Malaysian visual arts. The exploration of this new medium, was inspired by Dan Flavin. The research includes element of light and social sharing. This research method practiced the studio base based on Wallas’ theory. This research project would benefit the societies, at the same time it would contribute to a process of creating an art works. The combination between electronic (light) and conventional medium will diverse the use of medium in producing art works.

Legal Issues Vis a Vis Online Contracts in Global Scenario

E-contract is a new phenomenon which has grown due to E Commerce. E commerce has created new domains which has no limits in terms of commercial & business transactions. There are no territorial limits in the domain of e-contracts. Physical presence is not a major requirement in e-contracts. However, at the same time the need to govern E contracts has also raised. E contracts are vital part of the E Commerce which cannot be left in vacuum or unregulated. There are major challenges which are posed while transacting at the electronic medium. These issues and challenges need to be addressed properly in order to create a safe and secure electronic platform. The current research paper shall be discussing the basics of e contracts with the major issues and challenges faced while contracting electronically. The author shall be incorporating a few suggestions at the end to secure electronic contracts regime.

Impact of E–Commerce in Pandemic Situation

Electronic Commerce is commonly known as E-Commerce. It is trading of products or services using computer networks, such as internet. E-commerce includes buying and selling of raw material, products, services or any kind of goods and services through an electronic medium (internet) by the consumer, retailer, and business. In these present Pandemic situations social distancing and staying home pushed the consumers towards online shopping. However the uncertain consumer demand and supply issues affect the E-commerce Industry. In this study we will discuss about the Impact of E-commerce in present pandemic situation. In this study I took the data from different sources like different websites, on advertisements, news papers, e-books and different manual books i.e., Journals etc. This brief discusses how the COVID-19 crisis is accelerating an expansion of e-commerce towards new firms, customers and types of products, likely involving a long-term shift of e-commerce transactions from luxury goods and services to everyday necessities. E-commerce is not an IT issue but a whole business undertaking. Companies that use it as a reason for completely re-designing their business processes are likely to reap the greatest benefits.

O PRINCÍPIO CONSTITUCIONAL DA RAZOÁVEL DURAÇÃO DO PROCESSO E A IMPLEMENTAÇÃO DO PROCESSO JUDICIAL ELETRÔNICO COMO FORMA DE GARANTIR CELERIDADE AOS LITÍGIOS

RESUMOObjetivou-se com este trabalho tratar da informatização dos processos judiciais e da sua relação com a garantia constitucional da razoável duração do processo judicial. O problema da pesquisa cinge na implementação do processo eletrônico como forma de garantir a razoável duração do processo e suas consequências. O objetivo geral é demonstrar que simplesmente digitalizar e transferir os litígios judiciais para o meio eletrônico não é, necessariamente, capaz de garantir a razoável duração do processo. Em muitos casos, a falta de treinamento e de tecnologias para os membros da justiça podem acarretar maior morosidade do judiciário. Optou-se pela análise bibliográfica e jurisprudencial com suporte no método dedutivo. Como resultado observou-se que não basta transferir os autos físicos para o meio eletrônico. Restou comprovada a necessidade de investir em tecnologias e em treinamento da comunidade jurídica como um todo, para garantir ao jurisdicionado um resultado efetivo em tempo razoável.PALAVRAS-CHAVE: Processo; Celeridade; Garantia constitucional; Informatização.ABSTRACTThe objective of this work was to deal with the computerization of judicial proceedings and their relationship with the constitutional guarantee of the reasonable length of the proceedings. The research problem concerns the implementation of the electronic process as a way to guarantee the reasonable duration of the process and its consequences. The overall objective is to demonstrate that simply digitizing and transferring legal disputes to electronic media is not necessarily able to guarantee the reasonable duration of the process. In many cases, the lack of training and technologies for members of the justice system can lead to greater delays in the judiciary. We opted for bibliographic and jurisprudential analysis based on the deductive method. As a result, it was observed that it is not enough to transfer the physical records to the electronic medium. There remains a proven need to invest in technology and training for the legal community as a whole, in order to guarantee the jurisdiction an effective result within a reasonable time.KEYWORDS: Process; Speed; Warranty; Constitutional; Computerization.

Assessment of the independent work efficacy of natural sciences students

The present article describes an approach for assessment of efficacy of independent work of students, studying natural sciences, using the digital technologies. Tasks were fulfilled in the Moodle electronic medium and consisted of answering the questions of the closed-type questionnaire, as well as writing answers to the questions of the Tests. We assessed time required for a student to write the answer to one question, number and correctness of the terms used and the level of plagiarism. These parameters were considered to be the effective markers to assess the level of student's knowledge during the standard test fulfillment. Key words: computer-based testing, independent work efficacy, test, terms, plagiarism level.

Krzysztof Knittel's chamber opera and Agnieszka Stulgińska's music theatre: Examples of a new syncretistic medium in contemporary Polish music

This essay analyses and interprets the scores, recordings, and media used in Knittel and King's The Heart Piece - Double Opera (1999) and Stulgińska's Three Women for three women and ten instruments (2017), two semi-improvised Polish operas using performance art and interaction between sound, text, choreography, lighting, theatrical form and electronic medium. In Stuglińska's modern music theatre, the listener follows different sound sources and the setting: choreography, performers' and speakers' arrangement on stage, props and lighting, whose intensity dictates the form. The Heart Piece chamber opera is a two - Polish and American - composers' take on Müller's play Herzstück, with separate movements in their native languages. Music and text create an interactive setting, and their notation and semantics make music both seen and heard. These works use the concept of hybridization and, in Wolf's terminology, intracompositional intermediality, where different means of expression create an intermedial discourse, a complementary whole and a new syncretistic medium.