scholarly journals Judgement Classification Using Hybrid ANN-Shuffled Frog Leaping Model on Cyber Crime Judgement Database

2020 ◽  
Vol 34 (4) ◽  
pp. 445-456
Author(s):  
Radha Mothukuri ◽  
Bobba Basaveswararao ◽  
Suneetha Bulla

The world has taken dramatic transformation after advent of Information Technology, it is hard to find the people without cyber connected and every activity of us is guided and regulated by the connected networks. As the world is depending upon the information technology there is same extent of research is getting on cyber monitoring activities taking place around the world. Now, it is very vital to classify and prediction of cybercrimes on the connected era. The objective of the paper is to classify the cyber crime judgments precedents for providing knowledgeable and relevant information to the cyber crime legal stakeholders. The stakeholders extract information from the precedents is a crucial research problem because so much of judgments available in a digital form with remarkable evaluation of internet and bid data analytics. It is necessary to classify the precedents and to provide a bird- eye view of the relevant legal topics. In this study cybercrime related 2500 judgments are considered for evaluation of the Feed Forward Neural - Shuffled Frog Leaping (FNN-SFL) model. To achieve this objective a Feed Forward Neural based model with tuning of Term weights by adaption of a Bio Inspired tuning model Shuffled Frog Leaping model. The experiments are conducted and implemented the newly proposed FNN-SFL algorithm. The results and discussions are presented. The conclusions and future scope are presented at the end of the paper.

2020 ◽  
Vol 2 (2) ◽  
pp. 101
Author(s):  
Ilham Prisgunanto ◽  
Iswahyu Pranawukir

The world of information technology coming in 4.0 era, that why any company should be used internet networking for communicated the people whom they serve. Open access models will descripe reformation in organizational birocracy in Indonesia especially for goverment reputation. Further research in this area may include netters reaction and attitude for government organization reputation. the Theoretical study in this research was uses and gratification theories and behavioral psychological. The metodological research uses positivistic paradigm and quantitative model. Sampel this research 92 respondens which all student in a campus in Jakarta. Finding research talk about there are low impact for information from Government’s website with attitude hanging netters for government reputation. Netters always look a website just in updating reporting informations. Beside it’s attitude netters for issues acquistion in medium level so website management must be make attractive for performance information.


Author(s):  
Vihang Dilip Gaokar ◽  
Karan Harish Tundejwala

In the world of full of technology and digitization security is the main concern right now. With the help of internet, we can do most of our work like shopping, office work, e-banking, other transactions, etc. With mobile banking everyone knows how to do transactions, online shopping, but most of the people don’t know what the security while doing any kind of online work, people have lack of knowledge in cyber security and hacker, cyber criminals take advantage of that. According to report in 2020, the transaction volume share in India stood at 15.6 per cent and 22.9 per cent for instant payments and other electronic payments respectively, while paper-based payments had a considerable share of 61.4 per cent. And by the 2024 the electronic transaction will increase by 50% and this will touch 71.7% by 2025. India is a developing country and is moving forward in digitization. While this is happening securing the online data or transaction will become more and more challenging. E- banking makes work easier and fast but it is not safe, it will never be 100% secure. And cybercrime is increasing faster than we imagine. This study paper mainly focuses on banking frauds in India, online transaction, scenarios faced by cyber victims, e-banking challenges. It also focuses on the cyber security and how can we avoid most of the e-banking fraud.


2021 ◽  
Vol 9 (1) ◽  
pp. 1413-1420
Author(s):  
G. Mahalakshmi, P. Santhi

Coronavirus disease (COVID -19) is the most pandemic disease in the world. Due to this virus, most of the humans are lost their life. It increases the human mortality rate and minimizes the economic rate of the country. As per the World Health Organization (WHO) report, the first case is reported on 31 December 2019 from Wuhan city in china. After that, the affected rate is rapidly increasing and most of the cases are leads to death.  At present, 215 countries have affected by this pandemic disease. As per WHO, COVID-19 has infected 3,557,235 people so far. So, the analysis and the prediction of COVID-19 is a very important task to give the awareness among the people for reducing the human mortality rate and also the affected rate of the people. This paper gives the analysis of COVID-19 using Memetic algorithm for feature selection and Feed Forward Neural Network Classifier for classification. The constructed model gives the better performance with low error rate.


2019 ◽  
Vol 1 (04) ◽  
pp. 256-264 ◽  
Author(s):  
Dr. Abul Bashar

The world is striving to become smart with the latest findings evolved in the communication and the information technology. The emerging of the things that could automatically and intelligently render service to the people in cooperative way acts as a part of this smart world and the internet of things take the significant role in the development of the smart world as it is capable of connecting every tangible things of the world. Though this technological advancement paves way for a seamless and an efficient way of communication, the excess energy consumed by the various add –ons used along with the devices that make the world smart cause environmental pollution and unknown destructions. Multitude of strides researched in improving the energy efficiency in the devices to make the internet of things sustainable and green is reviewed in the paper along with its applications hoping that this would create awareness in the development of the future smart applications.


Author(s):  
Eugeniusz Michalski

The main goal of this article is to present how the new conception of marketing mix affects delivering value to customers and benefit an enterprise. The task of marketing management is to make the good and service available when a customer is ready to buy it. An enterprise needs timely, accurate and relevant information on customers, competitors and new socio-economic trends in the country and the world. The analysis of marketing management paradigm and creation of value based management were carry out. Next, the concept of marketing strategy and SWOT analysis were under consideration. Lastly, the impact of information technology on marketing management were described.


Author(s):  
Mohammad Jahangir Alam ◽  
Tanjia Chowdhury ◽  
Sohrab Hossain ◽  
Shusmoy Chowdhury ◽  
Tanmoy Das

The world is changing rapidly due to information technology, and all the people around the world are busy with their jobs, and business, adjusting to this race. Now, parents are giving more time at their business, office, and jobs, instead of passing the time at home, but they always get worried and scared about their children due to abuse of Information Technology and the country's law and order situation. So, parents are wanted to track and monitor their child's activities and location from anywhere to resolve their pressure. But is not possible for every parent to monitor their child physically due to many reasons. This paper presents a system that will help parents monitor their child activities from anywhere using a mobile phone to solve the problem. This android app uses global positioning system (GPS) and mobile services to find the child location and secretly stored all the call logs, hort message service (SMS) logs, contact lists, and accurate locations without knowing the children. Children assume that they are using Facebook, browsing the net or watching videos from youtube. It will not hamper any activities of the child. Parents can check all the activities of children using this app.


2017 ◽  
Author(s):  
Andysah Putera Utama Siahaan

Cloud computing has a significant role in the world of information technology, in particular for the retrieval and storage of relevant information. Globally, it creates a more dynamic, fast and precise function. In cloud computing, all information is stored online and does not require hardware like a conventional system. All are available globally on the internet network. It also eliminates the huge cost of buying and managing all existing hardware. Cloud computing has a quick access speed and can be managed in real-time. The data on the server can be easily arranged and distributed to people in need. It will lead the users to use and adapt this technology quickly. This technology generates speed and reliability more than the previous technology.


Information technology has been playing some important roles in expediting service delivery in public organizations to meet the demands of the people in Malaysia and elsewhere in the world. However, some of the civil servants still have pessimistic perceptions of technology devices with negative attitudes towards them. Some even prefer to remain with their traditional ways of doing the obligatory works assigned to them. In this context, this chapter extends the theory of planned behaviour by examining the antecedents of attitude such as perceived usefulness. The findings of the study show that perceived usefulness of technology devices by respondents has a strong and significant influence on attitude towards the use of the system among the civil servants. The practical significant of this finding is that a technology must be very useful to users and meet their expectations in terms of accomplishment of their goals of using it.


Author(s):  
Dwi Nugraheny

The usage Information Technology of smartphones is increasingly prevalent in various parts of the world, especially the Indonesian people themselves are competing to buy the latest type of smartphone because of user dissatisfaction with the smartphone features offered. This can be seen through users of various ages, ranging from children, teenagers to adults. Likewise for the residents of the Tegalrejo area, the use of information and communication technology has become popular in the community. The purpose of this study was to identify the results of data processing using and utilizing information technology via smartphone by the people of Berbah Sleman Tegalrejo using the quicksort method. Identification results to find out the use and utilization of information technology through smartphones with features that have been used effectively and efficiently by the residents of Tegalrejo Berbah Sleman so as to make a digital literacy community.


2018 ◽  
Vol 3 (2) ◽  
pp. 107
Author(s):  
Uswatun Hasanah

Technology development cause crime in the world that keep fluctuating and changing.  Cyber crime is one of crime activities which takes place in the internet and develop fast globally, even faster than the conventional crime. Cyber crime is not only about computer-crime, cyber-terrrorist, cyber-narco-terrorist, but also capable to make impact toward state economy. This paper aims to understand the implementation of Islamic law or Islamic criminal law to see cyber crime. Islamic criminal law has been developed many years ago before arrival of information technology. This paper describes how Arab, Brunei Darussalam, and China reduce crime by adoption of islamic law. Islamic law what meant here is a law based on Islam, not a law made by Muslims then applied by Muslims. Islamic law can be practiced in every single country, although they don’t declare explicitly or they think that what have they done is not islamic law. Islamic law contains general principles to respon and develop efficient ways to overcome cyber-crime.


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