A Machine Learning Based Solution for Finding Perfect Marital Partner

Abstract

Marriage is a socially or ceremonially perceived joining between mates that sets up rights and commitments between those life partners. Finding a good marriage partner is one of the main reasons for the delay in marriage. Therefore, there is a need for a solution that can get user details and expected partner preferences and suggest proper matches based on their preferences. The objective of this paper is to discuss the necessity of the proposed model for Sri Lankans. The proposed solution will maintain user details and get user’s preferences for their matrimonial partner. Based on the preferences, appropriate matches will be displayed to the user using a clustering algorithm along with the matching percentages. Horoscope of the user will be generated based on the planet details of the user. Furthermore, previous birth connection and ‘dosha’ identification will also be done. The proposed solution will also enable of sending messages to the matches and get email notifications about those matches. The final aim of this solution is to ease the matchmaking business by providing proper matches.