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Mapping two social media profiles

How can you check if two profiles from two different Social Media sites match? What algorithms exist to achieve this and thereby assign a measure of weight to match?

Let's say I have a LinkedIn profile and another Facebook profile. I know the properties of these two profiles. What algorithm can be implemented to find a suitable distance between these two profiles.

Thanks Abhishek S

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You can try machine learning , in particular classification

For simplicity, suppose you want a binary answer: yes or no (this can be improved later).

What you need to do:

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