International Journal of Computational Intelligence Techniques

56-59

Authors: SHIVANI BUDHKAR, ARPITA GOPAL

Software Architecture modeling and representation is very important in software development process. Software Architecture provides high level view which is very useful in all phases of software life cycle. Component based software architecture is beneficial as it is useful for reusing system parts represented as components. Most of the existing object oriented systems do not have reliable software architecture and some legacy systems are designed without software architecture design phase. To deal with this problem we have proposed approach of architecture recovery which aims to extract component based architecture from existing object oriented system using existing dependencies among classes. In this paper we examine existing object oriented system to identify dependency among the classes using method coupling, inheritance coupling and composition coupling. The tool has been developed for this purpose. We evaluated the feasibility on Java software.

65-71

Authors: PUNDIR P.R., GOMASE V.S

Wireless networks in small or large coverage are increasingly popular as they promise the expected convergence of voice and data services while providing mobility to users. Combining with current wireless communications infrastructure, wireless computing infrastructure and mobile middleware, mobile commerce provides consumers with faster and personalized services and is becoming one of the most important wireless applications. Unless the transmission, storing and processing of information is secure, neither customers nor service providers will trust mobile commerce systems. From a technical point of view, mobile commerce over wireless networks is inherently insecure compared to electronic commerce over wired networks. A number of machine learning algorithms has to be redesigned to address growing concerns with security due to unlimited explosion of new information through internet cloud and other media. In this paper, we have presented the applications of association rules, privacy decision-tree model, Artificial Neural Network, Support Vector Machine, and HMM. Mobile security is a crucial issue for mobile commerce.