Title :
Layout-tree-based approach for identifying visually similar blocks in a web page
Author :
Jun Zeng ; Flanagan, Brendan ; Hirokawa, Sachio
Author_Institution :
Grad. Sch. of Inf., Sci. & Electr. Eng., Kyushu Univ., Fukuoka, Japan
Abstract :
When extracting information from a web page, IE systems usually need to perform pattern recognition to identify the elements that have similar patterns. However, most of them are mainly based on analyzing HMTL source code, DOM tree, tag tree or Xpath of web pages. These methods are language-dependent, or more precisely, HTML-dependent. They have some insuperable limitations. In order to overcome these limitations, we propose a notion of layout-tree and a pattern recognition method to identify visual blocks with similar visual pattern using layout tree. In this paper, we call a visible rectangular region in a web page a visual block or block for short. We consider if the elements of two blocks are displayed in a similar layout, we define that the two blocks are visually similar. We first transform the layout into a layout tree. By calculating the similarity of the layout trees of two blocks, we can determine whether the two blocks are visually similar or not. The result of experiment shows that the layout tree is an effective method to identify visually similar blocks.
Keywords :
Web sites; data mining; data visualisation; hypermedia markup languages; pattern matching; tree data structures; DOM tree; HMTL source code; HTML-dependent method; IE systems; Web page; Xpath; information extraction; layout tree similarity; layout-tree notion; layout-tree-based approach; pattern recognition method; tag tree; visible rectangular region; visually similar block identification; Data mining; Finite element analysis; HTML; Layout; Particle separators; Visualization; Web pages; information extraction; layout tree; pattern recognition; visually similar; web mining;
Conference_Titel :
Computer and Information Science (ICIS), 2013 IEEE/ACIS 12th International Conference on
Conference_Location :
Niigata
DOI :
10.1109/ICIS.2013.6607818