Giter VIP home page Giter VIP logo

information-retrieval-using-nlp's Introduction

Information-Retrieval-using-NLP

Information retrieval (IR) is defined as a software program that deals with the organization, storage, retrieval and evaluation of information from document repositories particularly textual information. The system assists users in finding the information they require but it does not explicitly return the answers of the questions. It informs the existence and location of documents that might consist of the required information.

Business Objective:

To Predict 5 best matching answers from the Product info, Q & A's reviews.The idea is to essentially try to replicate what Online Market Place firms does with its reviews.

For example from reviews of a given product, Online Market place, extracts key-words and then allows users to search comments by these key-words. NLP, is an attempt to make a computer understand human language. Computers can easily understand programming languages.

Before getting into the problem have gone through available research papers on the business problem context because I feel working in data science and machine learning is an exciting and challenging field. New techniques and tools are constantly percolating and honestly, it can feel overwhelming. Many of these new developments are found and first revealed in academic research articles. Extracting knowledge from these articles is difficult because the intended audience of these papers tend to be other researchers. Yet in order to stay current reading papers is an essential skill — luckily one that can be improved with diligence and practice.

information-retrieval-using-nlp's People

Contributors

pratapmalladi avatar

Watchers

avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.