Integrating web mining and neural network for personalized e-commerce automatic service
نویسندگان
چکیده
Department of Mechatronics Engineering, National Changhua University of Education, No. 2, Shi-da Road, Changhua City 500, Taiwan, ROC Department of Industrial Education and Technology, National Changhua University of Education, No. 2, Shi-da Road, Changhua City 500, Taiwan, ROC College of Business Administration, National Changhua University of Education, No. 2, Shi-da Road, Changhua City 500, Taiwan, ROC
منابع مشابه
Smart shopper: an agent-based web-mining approach to Internet shopping
With the rapid development of e-commerce, there is an immediate need for an autonomous and robust system that can offer decision-making support for customers who are looking for the cheapest, the most familiar, or the best-quality product. This paper presents an agent-based web-mining approach to Internet shopping. In contrast to the traditional multiagent systems, which use rule-based or case-...
متن کاملBusiness Intelligence: A Rapidly Growing Option through Web Mining
The World Wide Web is a popular and interactive medium to distribute information in this scenario. The web is huge, diverse, ever changing, widely disseminated global information service center. We are familiar with terms like e-commerce, e-governance, e-market, e-finance, e-learning, e-banking etc. for an organization it is new challenge to maintain direct contact with customers because of the...
متن کاملWeb Data Mining through Software Agents
Web data mining research efforts lead to user or group of user’s satisfaction by providing accurate and relevant information retrieval; by learning about user’s demands so that services can target specific groups or even individual users and by providing personalized service. Due to the explosive growth of web content in the internet world in the past few years, there is tremendous requirement ...
متن کاملEngineering Approach for an Adaptable Recommender System Using Web Mining
A current trend in e-commerce systems is to incorporate instruments for personalized product recommendation in order to obtain new customers and retain existing ones. In this paper, we integrate software engineering and web mining techniques in the development of a recommender web system able to predict the preferences of its users and adapt the user interface to their necessities. The personal...
متن کاملAn Analysis of Web Mining-based Recommender Systems for E-commerce
This article proposes a framework of Web miningbased recommender systems for e-commerce. Building on clustering analysis of data involving Web usage, content and structure, the author demonstrates how to provide users with effective recommender services according to the mining results obtained by recommender engine. Finally, the author reaches his conclusion of the advantages and practicalities...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Expert Syst. Appl.
دوره 37 شماره
صفحات -
تاریخ انتشار 2010