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j2ee application

Cooking Recipe Rating Based On Sentiment Analysis

Project Domain / Category

Information Retrieval

Abstract / Introduction

Many cooking recipes are available online, some of them may be correct others may not. Recipes what you read will not be the same what you find after preparation. There are number of recipes you will find online which are incorrect. So in order to get right recipes, recipes must be rated by the user. Here we propose a system where user can select categories and post the recipes. Recipes are rated and commented by the visitors. So that user may end up by finding correct recipe online. We will apply sentiment analysis and text summarization approach to mine data. Sentiment analysis is a machine learning approach in which machine learns and analyze the sentiments, emotions etc. about some text data like reviews about recipes. In Text summarization, importance of keywords is decided based on linguistic features of keywords. In this system, admin will add keywords which are relevant to the recipes. System will find those keywords in comment posted by visitor and system will rate the recipe accordingly. Based on visitors review, system will rate the recipe. So it made easier for visitor to get correct recipe. This system is helpful for many visitors who look for recipes online.

System Hierarchy:

Admin Module:

 Admin Login: Admin will enter his credentials and can access the system

 Add Keywords: Admin will enter recipe related keywords into the system

 View Visitor: Admin can view visitor details.

 View Incorrect Recipes: Admin can view incorrect recipes.

User Module:

 User Registration: User must register himself by entering his details.

 User Login: User can login to the system using their credentials.

 Post recipe: User will post the recipe.

 View recipe and comment: User can view the recipe of other user and can comment

 View rating: User can view the rating of the recipes. In this module we will apply data mining algorithm.

Functional Requirements:

System should be able to:

1. User will get correct recipes.

2. Effective graphical user interface

3. User will get genuine rating of the recipes.

4. User can easily find recipes

The system aims at providing an effective graphical user interface for managing online cooking recipes, it shall also provide the user commented recipes. The design is such that the user does not have access the system without internet connection. The system predicts and recommend the correct recipes to users based on keywords rather than phrase. Therefore the user never has to worry about false and inappropriate recipes. The simple interface of the system has functions like adding recipes, removing or updating recipes, view of rated recipes and rating based on user comments can easily find genuine rating of the recipes.

Tools:

• Microsoft SQL Server 2008

• Visual Studio 2010

• SentiWordNet

• Searching Tools – Apache Lucene 3.0.3

• Stanford NLP – POS Tagging

Квалификация: Java, J2EE

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О работодателе:
( 0 отзыв(-а, -ов) ) Newark, United States

ID проекта: #20215393

4 фрилансеров(-а) в среднем готовы выполнить эту работу за $6264

finaldragon123

Hi. I am read your description carefully. I have skills in Java, javascript, Java Spring, jQuery, JSP, MySQL, Oracle, HTML, CSS... I think I can help you. Kind regards! ----------------------------------------- Больше

$30 USD за 10 дней(-я)
(14 отзывов(-а))
4.7
ownmyserver

Hello Greetings...!! I have read your project requirements. We are familiar with all required technologies and we have expertise resource to start with your project. We have 4+ year experience in Software development Больше

$25 USD за 5 дней(-я)
(4 отзывов(-а))
2.6
rajanthakor08

Hello [login to view URL] Chaudry, I'm pleased to inform you that we have already developed several 4+ restaurant POS projects with the web, desktop, Android, Tablet, iPhone and iPad App. I have read your requirement and under Больше

$10000 USD за 60 дней(-я)
(0 отзывов(-а))
0.0
papasiddhi2019

Hello, We have a very strong experience on building custom requirement based mobile application, Web or software and I am very confident that our experienced and professional designer, developer and QA team will deli Больше

$15000 USD за 90 дней(-я)
(0 отзывов(-а))
0.0