Yelp-Restaurant-Recommendation-System

KO | EN

gitlite — search

#ai #llm #go #golang #android #deep-learning #macos #nodejs #java #awesome-list #vue #security #ios #open-source

Yelp-Restaurant-Recommendation-System

(★ 8)

Yelp Restaurant Recommendation System based on user reviews.

Yelp-Restaurant-Recommendation-System 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Yelp Restaurant Recommendation System

#### Problem Statement
The project is designed to search for and recommend best restaurants in a city for different kinds of cuisines based on reviews given by customers.

#### Objectives
* To predict rating of restaurants listed in the Yelp dataset based on the reviews given by the users.
* Recommending restaurants to the users using the predicted stars and sentiment polarity values.
* Graphical User Interface which particularly takes two inputs from user or customers to predict ten best restaurants available in a particular city for a particular cuisine provided by customer.

#### Data Description 
The dataset used in this project is part of the [Yelp Dataset Challenge 2018](https://www.yelp.com/dataset) (Round 12). The dataset contains a set of JSON files that include business information, reviews, tips (shorter reviews), user information and check-ins.

The data consists of six sub datasets which describes the data with a brief information.

The size of the Data is 6.84 Gb including the sub files:
1. Business Dataset (139 MB)
2. Check-In Dataset (50.3 MB)
3. Photo Dataset (34.9 MB)
4. Review Dataset (4.39 GB) 
5. Tips Dataset (203 MB)
6. Users Dataset (2.03 GB)

In this project, we have focused on the following two objects:
* Business objects list name, location, opening hours, category, average star rating, the number of reviews about the business and a series of attributes like noise level or reservations policy.
* Review objects list a star rating, the review text, the review date, and the number of votes that the review has received.

For any query, feel free to contact me at adarsh18raj@gmail.com

Yelp-Restaurant-Recommendation-System

Yelp-Restaurant-Recommendation-System 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Yelp-Restaurant-Recommendation-System

Yelp-Restaurant-Recommendation-System 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README