CODEWITHSUNDEEP
algorithmmatchsocial-networking
Eve Diaz
Eve Diaz

Reputation: 31

Algorithm for finding potential matches

I need to find and algorithm to find the best matches in a social network. The system is a college student social network, and basically the main idea is to find a study partner for a class. The idea it's to suggest to the user what are the potential best partners based on different criteria, such as common class, GPA, rating, common schedule, etc. I wonder what would be the best algorithm to use.

Upvotes: 3

Views: 4047

Answers (3)

ton4eg
ton4eg

Reputation: 1402

Such problem is called collaborative filtering. Collaborative filtering systems can produce personal recommendations by computing the similarity between your preference and the one of other people.

There are a lot of information about such teqniques. You might start with good presentation.

Upvotes: 2

elijah
elijah

Reputation: 1679

You might want to start off by looking at recommendation systems and nearest neighbor search.

Upvotes: 1

keyboardP
keyboardP

Reputation: 69382

Maybe some sort of clustering algorithm could help. Those whose vectors (Common class, GPA etc...) are similar would be clustered together.

Upvotes: 1

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