Need Freelance Help on Software Job: Recommendation Application System

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Software Project	Recommendation Application System
posted by	talentyin
interest	1891 views / 15 bids so far
description	I would like to build a recommendation application system which similar to Amazon.com. I use clustering (K Means) method to divide users into different groups. Then, the system will recommend recipes to users based on what recipes the users like within the group. For example, if group 1 of users like chicken, the system will recommend recipes with chicken to users within group 1. If group 2 of users like fish, the system will recommend fish recipes with fish to users within group 2. This method is called "Collaborative Filtering". Besides, the system will record users' preference by user interaction with recipes. For example, if a user always click recipe 1 in the system. The system will recommend similar recipes to that user. The record can be got by directly asking users to give their preferences. Also, the record can be got by users search recipe function. This method is called "Content-based Recommendation". So, I have to make use of K Means, Collaborative Filtering and Content-based method to provide recommendation to users in the system.
requirements	executable delivered, along with source code (if applicable) all major files/method documented, summary of file layout, usage project is tested on operating system(s) of my choice

tags	none
due	4 week(s) from start
budget	$800
decide on bid	within a week

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