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A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Analysis of the Dynamic Co-purchase Network Based on Image Shape Feature

Authors : Xiaoyin Li, Jean Lai

Published in: Genetic and Evolutionary Computing

Publisher: Springer Singapore

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Abstract

E-commerce has become popular and profitable because it provides lots of convenience for both retailers and buyers. We introduce an idea that co-purchase network may have correlation with image shape feature. We develop a simple image shape retrieval model to automatically identify the items that the buyer would be interested. The results provide new insights into user behavior. Based on the results, we found that people would buy items which are similar in shape with the item that they have already selected. Based on this finding, it can provide more personalized recommendation of co-purchase items to the customer.

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Metadata
Title
Analysis of the Dynamic Co-purchase Network Based on Image Shape Feature
Authors
Xiaoyin Li
Jean Lai
Copyright Year
2018
Publisher
Springer Singapore
Book
Genetic and Evolutionary Computing

Print ISBN: 978-981-10-6486-9

Electronic ISBN: 978-981-10-6487-6

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-981-10-6487-6_12

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