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Search-Engine-TFIDF-with-Query-Expansion

Search Engine is a common system in our life, such as Google, Yahoo, and Bing. This project belongs to my code when I was participating Big-Data Hackathon Kudofest 2016.

It is a simple TF-IDF search engine with a query expansion using bi-gram.

Proses

Dependency

  • This code is implemented in Python
  • The list of stopwords is in Bahasa Indonesia (as provided in this folder)
  • It use "sklearn library". Please install it by pip install sklearn
  • Data that I use here is Wikipedia Bahasa Indonesia. In total I pick 20.741 documents as a sample case.

How to run

  • In you terminal type it as import Running as r
  • r.search('Your Query')

Output

SE Output

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  • Python 100.0%