کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
552823 873278 2009 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Density link-based methods for clustering web pages
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Density link-based methods for clustering web pages
چکیده انگلیسی

World Wide Web is a huge information space, making it a valuable resource for decision making. However, it should be effectively managed for such a purpose. One important management technique is clustering the web data. In this paper, we propose some developments in clustering methods to achieve higher qualities. At first we study a new density based method adapted for hierarchical clustering of web documents. Then utilizing the hyperlink structure of web, we propose a new method that incorporates density concepts with web graph. These algorithms have the preference of low complexity and as experimental results reveal, the resultant clusters have high quality.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 47, Issue 4, November 2009, Pages 374–382
نویسندگان
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