project title: find new buddy (fnb) web service group number:3 group members: ankur aggarwal...
Post on 26-Dec-2015
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Project Title: Find New Buddy (FNB) web service
Group Number:3Group Members:
Ankur Aggarwal (20009480)Saurebh Raut (27481720)
Siddharth Kodwani (32445633)
Motivation:
● There are many instances happening around the world wherein people have to start being part of new society and need to interact with new people.
● The social network is an integral part of every individual today and it tends to grow.
● In this project, we are trying to improve the social network developing rate by recommending people of similar interests to users using Middleware and Web technologies.
● we call it “interest” based social networking or FNB (Find New Buddy)
System Work Flow:-
• The clients/customers who desire to use the web-service we provide, need to create an account to avail our service.
• While account creation the client will fill the login credentials and lot of personal information (some are optional).
• Further upon the client’s request we use this personal information and help to find people who match their interests.
Recommendation-Flow● Get the user interests that are stored in database and also interest data of
other people which acts as the raw data for the clustering algorithm.
● We are using K-means clustering algorithm.
● Initially the value of K is equal to the number of different interest dimensions of which we got information from the user.
● In later part, we plan to change the value of K dynamically based on the user feedback and correlation between different interest options
• Studied the web-service design in jsp and also data storing in My-SQL DataBase
• Locally implemented the basic design of the web-service.
• We have designed login-page, SignUp-page, Personal Details entry page.
• We have connected this service with the local My-Sql server to store information.
• We studied the working of the machine learning algorithm and its implementation
and have successfully incorporated the algorithms in the web-service to provide refined searches.
• Currently our top priority goals are to deploy this web-service on amazon EC2
instance so that all people can access this service.
Current Progress
Thank You..
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