iJADE eMiner - A Web-Based Mining Agent Based on Intelligent Java Agent Development Environment (iJADE) on Internet Shopping

Author(s):  
Raymond S. T. Lee ◽  
James N. K. Liu
Author(s):  
RAYMOND S. T. LEE

In modern consumer e-shopping environments, customer authentication is a critical process for confirming the identity of the customer. Traditional authentication techniques that rely on the customers to proactively identify themselves (using various schemes) can affect the user-friendliness of the e-shopping experience, and therefore reduce the customers' preference for such facilities. In this paper, we propose an innovative intelligent multiagent-based environment, called iJADE (intelligent Java Agent Development Environment) to provide an intelligent agent-based platform in the e-commerce environment. Contemporary agent development platforms are focused on the autonomy and mobility of the agents, whereas iJADE provides an intelligent layer (known as the "conscious layer") to implement various AI (artificial intelligence) functionalities in order to produce "smart" agents. From an implementation perspective, we introduce an innovative e-shopping authentication scheme called the "iJADE Authenticator", which is an invariant face recognition system that uses intelligent mobile agents. This system can provide fully automatic, mobile and reliable user authentication. More importantly, the authentication process can be carried out without the users necessarily being aware of it. Experimental results are presented for a database of 1020 tested face images obtained under conditions of widely varying facial expressions, viewing perspectives and image sizes. An overall average correct recognition rate of over 90% is attained.


Author(s):  
Collins N Udanor ◽  
Ogbonna U. Oparaku

Mobile devices have emerged as our daily companion whose applicability evolves as the day unfolds. One of such applications is in the area of learning, called mobile learning (M-learning). However, as with all new technologies, M-learning is faced with the issues of standard, content packing, and deployment. And like other distributed applications on ubiquitous networks, M-learning is challenged with performance issues. This work shows the implementation and evaluation of a model for intelligent mobile learning system (IMLS) using a multi-agent system (MAS), such as the Java Agent Development Environment (JADE) framework. Two M-learning applications (agent-based and non-agent) were developed, deployed and tested. The agent-based application is deployed using an HTTP-based Message Transfer Protocol (MTP). The results suggest that agents can increase the performance of an M-learning application up to eight times.


2010 ◽  
Vol 43 (4) ◽  
pp. 96-101
Author(s):  
Pavel Tichý ◽  
Petr Kadera ◽  
Raymond J. Staron ◽  
Pavel Vrba ◽  
Vladimír Mařík

Online based purchasing is the way toward buying products and enterprises from traders who sell them online through Internet. Since the rise of the World Wide Web, sellers have tried to offer their items to individuals who browser the Internet. Customers can visit online stores from their homes and shop comfortably. Presently a day shopping has turned out to be mainstream among individuals through browsing which has increased their web knowledge and effective utilization of internet. So internet shopping has become accustomed to the buyers which made the researcher to study the perception on internet based shopping. The principle aim of the this research is to find out the opinion of the respondents towards internet shopping. These days, there has been a flood in web based shopping. The Internet has been utilized by clothing organizations to sell their items and advance their brands. As an ever increasing number of individuals purchase attire on the web, there have been an expanding number of inquires about.


Author(s):  
Krishna N. Jha ◽  
Andrea Morris ◽  
Ed Mytych ◽  
Judith Spering

Abstract Designing aircraft parts requires extensive coordination among multiple distributed design groups. Achieving such a coordination is time-consuming and expensive, but the cost of ignoring or minimizing it is much higher in terms of delayed and inferior quality products. We have built a multi-agent-based system to provide the desired coordination among the design groups, the legacy applications, and other resources during the preliminary design (PD) process. A variety of agents are used to model the various design and control functionalities. The agent-representation includes a formal representation of the task-structures. A web-based user-interface provides high-level interface to the users. The agents collaborate to achieve the design goals.


Author(s):  
John R. Durrett ◽  
Lisa Burnell ◽  
John W. Priest

In this article, we investigate the potential of using a synthesis of organizational research, traditional systems analysis techniques, and agent-based computing in the creation and teaching of a Contingency Theoretic Systems Design (CTSD) model. To facilitate understanding of the new design model, we briefly provide the necessary background of these diverse fields, describe the conceptualization used in the integration process, and give a non-technical overview of an example implementation in a very complex design environment. The example utilized in this article is a Smart Agent Resource for Advising (SARA), an intelligent multi-agent advising system for college students. To test all of the potential of our CTSD model, we created SARA utilizing a distributed instructional model in a multi-university, multi-disciplinary cooperative design process. Just as a dynamic task environment forces an organization to compress its management structure and to outsource non-core activities in order to become flexible, a dynamic software development environment forces designers to create modular software. Until now, cooperative development paradigms were too complex to facilitate inter-organizational cooperative development efforts. With the increasing popularity of standards-based Web services, the development of pervasive computing technologies, and the advent of more powerful rapid application development languages and IDEs, this limitation has been removed. Our purpose in this research is twofold: first, to test the viability of using Contingency Theory (CT), a sub-discipline of Management Organizational Theory (OT), in an agent-based system; and second, to use these new technologies in creating a distributed instructional model that will allow students to interact with others in diverse educational environments. As an example implementation, we create a virtual advisor that will facilitate student advising in distributed environments. In the following sections, we outline the background theories involved in the conceptualization of our design model. We start with the shifts in systems design techniques and how CT can be applied to them and to various Multi-Agent Systems (MAS) to allow Contingency Theoretic Systems Design (CTSD). Once the necessary background is in place, we briefly discuss our new eLearning approach to cooperative distributed education. Finally, the structure of the SARA is discussed.


Author(s):  
Maksim Tsvetovat

Agent-based approaches provide an invaluable tool for building decentralized, distributed architectures and tying together sets of disparate software tools and architectures. However, while the agents themselves have been gaining complexity, and agent specification languages have been gaining expressive power, little thought has been given to the complexity of agent societies, and languages for describing such societies. In this chapter, I propose a declarative language designed specifically for describing in an expressive way a variety of social interactions. I attempt to avoid the fallacies of artificial restriction, and similarly confounding under-specification of the design domain, yet constructing a rigorous, machine- interpretable semantics. It is my hope that introduction of such semantic will lead to a constructive dialogue between communities of agent-based social modeling and agent-based software design, and lead to a greater integration of agent development toolkits and agent-based modeling toolkits.


Author(s):  
William C. Chu ◽  
Chih-Hung Chang ◽  
Chih-Wei Lu ◽  
YI-Chun Peng ◽  
Don-Lin Yang

Responding to the fact that software systems become more and more complex and mutable, not only the software-standards-related technologies should be adopted, but the environments for software development and evolution should also be flexible and integratable. These facts make software development and maintenance difficult and costly. In this chapter, we first illustrate the activities and studies for software standards, processes, CASE toolsets, and environments. Then, we propose a process and an environment for evolution-oriented software development, called the PRocess and Agent-based Integrated Software development Environment (PRAISE). PRAISE advocates software development with popular software methodologies, and it uses an XML-based mechanism to unify the various paradigms with different standards. It integrates processes, roles, toolsets, and work products to make software development more efficient. With PRAISE, users are encouraged to adopt familiar mechanisms and formal approaches as they wish. PRAISE maintains the consistency of the paradigms so that users do not need to worry about conflicts with other paradigms that are built in or added later. PRAISE meets the need for evolving software development and maintenance.


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