https://github.com/ravisuhag/quest

ML and NLP based Search Tool for Product Catalogs built for GSF-Hacks :tophat:
https://github.com/ravisuhag/quest

Last synced: about 2 months ago
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ML and NLP based Search Tool for Product Catalogs built for GSF-Hacks :tophat:

• Host: GitHub
• URL: https://github.com/ravisuhag/quest
• Owner: ravisuhag
• Created: 2014-04-19T07:37:11.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2014-08-18T11:21:04.000Z (over 10 years ago)
• Last Synced: 2024-10-14T01:42:22.688Z (3 months ago)
• Language: C++
• Homepage:
• Size: 6.96 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
#Serfer

ML and NLP based search tool for product catalogs. This solution was built for GSF-hacks hackathon.

####Problem Statement

Use any or all of the following to find desirable products on ecommerce sites. This problem and data set was given by India Mart.

- NLP (Natural Language Processing)

- Voice Recogition

- Specc Check 

- Context Recognition

###Technology Stack

- C++

- NodeJs

- Node Gyp

- AngularJS

- Express

- Bootstrap

### Alorithms Used

##### Auto Completion

- MAKOV Chains

- Finite Automation

- Dynamic Programming

##### Contextual Analysis ans Spell Check

- Qwerty Sensitive

- AHO CAROSIR

- SUFFIX Trees

- Edit Distance Approach

##### NLP

- Stemming Manual

- Text Analysis and cotext Extraction

##### Voice Recoginition

- Google Voice APIs