Constructing literature abstracts by computer: techniques and prospects
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
New Methods in Automatic Extracting
Journal of the ACM (JACM)
Machine Learning
Fractal summarization for mobile devices to access large documents on the web
WWW '03 Proceedings of the 12th international conference on World Wide Web
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With the rapid growth of the small screen audience, the need for less cumbersome methods of browsing information on the Internet is growing too. Small screen devices provide portability in accessing huge information space on the Internet. It is unattainable to load and visualize large documents on hand held devices. Our objective is ultimately to provide mobile Internet users with a useful tool for web access. The paper proposes a model for adaptation of Web content and summarization and classification of text documents in specified categories. This paper describes the text classification and summarization based on user behavior and preferences. Experiments have been carried out on text database of 500 files and results are found to be quite satisfactory.