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SMART BROWSER........
Overview
Smart Browser is a software for loading only the most relevant for user page content excluding advertisement, design features, links etc. This software is a result of scientific researches and now it is under development. Version now available is a preview for demonstrating the main idea and determining the future research directions.
Architecture
The Smart Browser architecture consists with several main modules:
* Graphic user interface (GUI).
* Module for slicing web pages into information blocks.
* Module for analyzing the content of the blocks.
* Module for calculating block importance.
* Module for determining the main content among all blocks.
GUI
The software is designed as a web-browser so users are familiar with this interface and fill free to work with it.
Slicing Web Pages Module
This module retrieves the web page content and slices it by using the VIPS algorithm proposed by Microsoft R&D Center Asia.
Blocks Content Analyzing Module
This module calculate common properties of the block such as words count, sentences count, stop-words count etc. and their relationships.
Calculating Block Importance Module
This module calculates the block importance according to its properties values. The module is working on developed and learned math model.
Main Content Determining Module
Module analyzes the all blocks importance values and makes decision which of them are important and which are not. It is based on fuzzy clustering algorithm.
Smart Browser is a software for loading only the most relevant for user page content excluding advertisement, design features, links etc. This software is a result of scientific researches and now it is under development. Version now available is a preview for demonstrating the main idea and determining the future research directions.
Architecture
The Smart Browser architecture consists with several main modules:
* Graphic user interface (GUI).
* Module for slicing web pages into information blocks.
* Module for analyzing the content of the blocks.
* Module for calculating block importance.
* Module for determining the main content among all blocks.
GUI
The software is designed as a web-browser so users are familiar with this interface and fill free to work with it.
Slicing Web Pages Module
This module retrieves the web page content and slices it by using the VIPS algorithm proposed by Microsoft R&D Center Asia.
Blocks Content Analyzing Module
This module calculate common properties of the block such as words count, sentences count, stop-words count etc. and their relationships.
Calculating Block Importance Module
This module calculates the block importance according to its properties values. The module is working on developed and learned math model.
Main Content Determining Module
Module analyzes the all blocks importance values and makes decision which of them are important and which are not. It is based on fuzzy clustering algorithm.
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