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We Know What You Want to Buy: A Demographic-based System for Product Recommendation On Microblogs
Published on Oct 07, 20143626 Views
Product recommender systems are often deployed by e-commerce websites to improve user experience and increase sales. However, recommendation is limited by the product information hosted in those e-com
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Chapter list
We Know What You Want to Buy: A Demographic-‐ based System for Product Recommendation on Microblogs00:00
Background00:11
Typical challenges - 100:37
Typical challenges - 201:17
Our idea - 101:36
Our idea - 202:18
A new paradigm for e-‐commerce recommender system02:45
Our system METIS03:51
System demostration04:25
Product Demographic Learning - 104:57
Product Demographic Learning - 206:31
Product Demographic Learning - 307:09
Product Demographic Learning - 407:24
Product Recommendation Framework07:33
Feature vector construction08:16
Training data08:19
Deployment08:54
Case I09:09
Case II09:23
Case III09:36
Case IV10:03
Summary10:18