Posts by Collection

Portfolio item number 1

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Portfolio item number 2

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Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering

Published in TCYB, 2018

This paper proposes a novel recommendation algorithm for serendipitous recommendation by introducing the concept of innovators.

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DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Published in AAAI, 2019

This paper is about incorporating representation learning-based methods and matching function learning-based methods in collaborative filtering. Python code is available.

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DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Published: March 28, 2019

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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