Giter VIP home page Giter VIP logo

web-structure-mining's Introduction

Web-Structure-Mining

This project demonstrates the well-known PageRank and HITS algorithms.

Dependencies

The project depends on JSoup and GraphStream jars.

Mechanism

Bare-bones version of Breadth-First Search Crawler is implemented for crawling the web.

You can

assign seed urls to crawl from.
specify a .txt file containing keywords to filter which URLs to put in Frontier.
specify number of threads that the crawlers will be assigned and number of iterations for crawling.

The graph of (incoming, outgoing links) the Web is stored as HashMap<WebURL, HashMap<WebUrls, Integer>> internally (in a concurrent fashion.). PageRank and HITS algorihtms can be applied on this graphs. Graphs can be exported and imported later. It is possible to visualize a tiny part of the Web that contributes the most by specifying the number of nodes to be drawn based on their ranks.

GUI

Main Screen

https://github.com/azadyasar/Web-Structure-Mining/blob/master/res/main_1.png

Graph

https://github.com/azadyasar/Web-Structure-Mining/blob/master/res/graph_1.png

web-structure-mining's People

Contributors

azadyasar avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.