Clustering and searching WWW images using link and page layout analysis
نویسندگان
چکیده
منابع مشابه
ImageSeer: Clustering and Searching WWW Images Using Link and Page Layout Analysis
Due to the rapid growth of the number of digital images on the Web, there is an increasing demand for effective and efficient method for organizing and retrieving the images available. This paper describes ImageSeer, a system for clustering and searching WWW images. By using a vision-based page segmentation algorithm, a web page is partitioned into blocks, and the textual and link information o...
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DEFINITION The information age has made it easy to store large amounts of data. The proliferation of documents available on the Web is rapidly growing. Search engines only worsen the problem by making more and more documents available in just a few key strokes. Link Analysis is a new, exciting and rapidly growing area of research that tries to solve the information overload problem by using tec...
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Despite of the wide diversity of web-pages, web-pages residing in a particular organization, in most cases, are organized with semantically hierarchic structures. For example, the website of a computer science department contains pages about its people, courses and research, among which pages of people are categorized into faculty, staff and students, and pages of research diversify into differ...
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Web page clustering is a fundamental technique to offer a solution for data management, information locating and its interpretation of Web data and to facilitate users for navigation, discrimination and understanding. Most existing clustering algorithms cannot adapt well to Web clustering directly in terms of efficiency and effectiveness. Combining contents analysis and hyperlink structure anal...
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Extracting and processing information from web pages is an important task in many areas like constructing search engines, information retrieval, and data mining from the web. A common approach in the extraction process is to represent a page as a bag of words and then to perform additional processing on such a flat representation. In this paper we propose a new, hierarchical representation th...
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ژورنال
عنوان ژورنال: ACM Transactions on Multimedia Computing, Communications, and Applications
سال: 2007
ISSN: 1551-6857,1551-6865
DOI: 10.1145/1230812.1230816