[Machine Learning] Build a Search and Information Retrieval System using Deep Learning

[dentex22]

Proposal Submission

How to build a system for information searching and retrieval using deep learning.

Proposed title of article

Build a Search and Information Retrieval System using Deep Learning

Proposed article introduction

Search engines like Google have trillions of web pages, they are designed to efficiently carry out web searches in a systematic way for particular information specified in a textual web search query. In the same manner we can use an information searching and retrieval system to efficiently search a document based on the meaningful information about that document. For this article will cover much to demonstrate how we can use Natural Language Processing in deep learning to build a system which can search and retrieve information. To achieve this, we will use the context meaning searching option and use the Word Embedding technique to extract the information searched.

Key takeaways

From this article the reader will be able to:

• Get to know word embedding and how the technique can used for information extraction.
• Understand how to search for information using the context meaning technique.
• Understand how we can implement context meaning and word embedding technique in building an Information retrieval system using deep learning.
• Get to know the steps followed to build an Information searching and retrieval system.

Article quality

This article will cover as much not only explaining to the reader the steps inlvolved to search and extract the needed information but also demostrate to the reader how we can build the system involved using context meaning and word embedding in deep learning.

References

N/A

Templates to use as guides

• How To Guide Template
• Software Review Template
• Tutorial Template

[github-actions[bot]]

👋 @dentex22 Good afternoon and thank you for submitting your topic suggestion. Your topic form has been entered into our queue and should be reviewed (for approval) as soon as a content moderator is finished reviewing the ones in the queue before it.

[dentex22]

cc @ahmadmardeni1 @hectorkambow Can see other article suggestion have been looked into, this one is yet to. Could you look into that.