Restaurant Via Sentiment Analysis by Yelp Reviews
In many country like Pakistan there is lack of good restaurants facility against its demand and most of time restaurants are located at the place where people are unknown about it. Mobile APP is an idea to provide facility to people search any restaurants via good reviews. The main aim to dev
2025-06-28 16:28:57 - Adil Khan
Restaurant Via Sentiment Analysis by Yelp Reviews
Project Area of Specialization Computer ScienceProject SummaryIn many country like Pakistan there is lack of good restaurants facility against its demand and most of time restaurants are located at the place where people are unknown about it. Mobile APP is an idea to provide facility to people search any restaurants via good reviews.
The main aim to develop this project provide users to facility search Restaurant via sentiment analysis by reviews with location using GPS. Users also check these restaurants via sentiment analysis by reviews by Current location or City wise location or within Selective range. There is also a option of star rating reviews and text rating reviews. Users also check these restaurants by Star Rating Reviews or Text Rating Reviews. After Clicking on any button text reviews will scrap from Google Map and sentiment analysis will perform on these text where reviews are positive or negative. Then app will be displayed restaurants within a second with greater positive reviews. If users want to see reviews then reviews will be displayed if images will be available then images will be displayed if website link will be available then it will be displayed, if user click on this link then browser will be open, if user wants to see direction from current location then a polyline map will be displayed. If user wants to contact with any restaurant then app will displayed Contact Number of that Restaurant when user click on number then dialer will open and user contact with them. If users want to see reviews rating of any restaurants by their name then there is search option where users easily search any restaurants by their name and see their rating by reviews.
Project ObjectivesIn previous system there are many apps for restaurants in which star rating action will perform and people will select these restaurants by seeing star rating but there are no restaurants which are popular via their text reviews to perform any action on text reviews via sentiment analysis with location wise restaurants?
Dine Restaurants Finders app is only for Kerala user, In this app user just find the nearest restaurant from current location anywhere in Kerala by the very of sophisticated way. The process of selection of restaurant do not depend on sentiment analysis by text reviews.
Restaurant Guru-Food&Restaurant also a app find a restaurant by indicating a dish that user would like to try today. In a part of world its easy to find a place where user can order favourite things. Select a city or place of interest and have a look at the best restaurants in this location. In this app there is no process of data scraping and sentiment analysis by text reviews. There is also no method for text rated selection of restaurant.
Project Implementation MethodFirst people use different app of different restaurant or use Google for this process and it take time and show many links line wise and user will confuse which link user select and after clicking on link either it fulfill their requirements or not. But now we need to change the process we will provide an android app to users. By using this app users easily search Top Rated Restaurant by sentiment analysis. Users check top rated restaurants by Current location or City wise location or within Selective range. Users also check these restaurants by clicking on Star Rating Reviews or Text Rating Reviews. After Clicking on any option Data scraping and sentiment analysis will start by python API which is back end process. Then app will be displayed first top 10 restaurants name with positive reviews. When User click on any restaurant name there details and reviews will be displayed if images will be available then images will be displayed if website link will be available then it will be displayed, if user click on this link then browser will be open and user will go to their website and if user wants to see direction from current location then a polyline map will be displayed. If user wants to contact with any restaurant then app will displayed Contact Number of that Restaurant when user click on number then dialer will open and user contact with them.
Benefits of the ProjectAdvantages of proposed system
There are some advantages by using this android app
Use of this app is easy as compared to other app or Google.
First people use different apps or websites for selection of different restaurants and then also use Google map for direction but now a single app will fulfill their all requirements.
First people were confused in selection of restaurants but using this app they will know which restaurant is best from rating reviews (sentiment analysis).
This app is free of cost which will be available on Google play store.
People will easily contact with any restaurant by using this app.
People will easily known how many restaurants are existing nearby them, also known their names and details in this app.
Technical Details of Final DeliverableWe will developing system as a android applicatiom developed in XML for fornt end and and Java back end and using python techniques w we will implement convolutional neutral network.
Final Deliverable of the Project Software SystemCore Industry ITOther Industries Others Core Technology OthersOther Technologies Big DataSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 10000 | |||
| Dataset Gathering | Miscellaneous | 1 | 5000 | 5000 |
| Google Map API | Miscellaneous | 1 | 5000 | 5000 |