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학술논문한국IT서비스학회지2011.06 발행

전자상거래에서의 제품의 구매 연관과 내용 유사도간의 상관관계 연구

A Study of the Relationship between Purchase Association and Contents Similarity of Products in e-Commerce

이홍주(가톨릭대학교)

10권 2호, 281~292쪽

초록

Many online stores provide relevant products in product pages or other pages to attract customer interests. Association rules based on customer purchases and personalized recommendations are most prominently used ways of providing relevant products. Though there have been many studies to apply tags of products as metadata of the products, there are few studies to investigate contents similarities between the products and the suggested products. Thus, this study collects books in purchase associations and their tags in Amazon.com and assesses the similarities between the books. We found out that the contents similarities based on tags are similar among business, literature, and computer networks. And the similarity is also similar among the relevant books that have different ranks.

Abstract

Many online stores provide relevant products in product pages or other pages to attract customer interests. Association rules based on customer purchases and personalized recommendations are most prominently used ways of providing relevant products. Though there have been many studies to apply tags of products as metadata of the products, there are few studies to investigate contents similarities between the products and the suggested products. Thus, this study collects books in purchase associations and their tags in Amazon.com and assesses the similarities between the books. We found out that the contents similarities based on tags are similar among business, literature, and computer networks. And the similarity is also similar among the relevant books that have different ranks.

발행기관:
한국IT서비스학회
분류:
경영과학

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전자상거래에서의 제품의 구매 연관과 내용 유사도간의 상관관계 연구 | 한국IT서비스학회지 2011 | AskLaw | 애스크로 AI