Construction of Search System for Apparel Products in Online Shopping

Construction of Search System for Apparel Products in Online Shopping
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网络购物服装商品搜索系统的构建

DOI：
10.5057/jjske.11.385
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发表时间：
2012
期刊：
--
影响因子：
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通讯作者：
Y. Horiba
Y. Horiba
中科院分区：
--
文献类型：
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作者：
S. Inui;Yuta Aiba;Y. Horiba

文献摘要

被引文献

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对服装产品的在线有效搜索进行了调查，提出、构建和评价了三个系统。所开发的fiRST系统(投影系统)可以沿着从与服装产品相关的主列表属性中选择的两个属性的平面来投影和显示服装产品。第二个系统(SOM系统)是为了解决“投影系统”中发现的问题而开发的。“SOM系统”是基于自组织映射(SOM)创建的。在最后一个系统(改进的SOM系统)中，SOM系统中的产品布置可以为每个用户定制，提供了更好的用户体验和更有效的结果。对这些系统进行了搜索实验。由于重复展示，“投影系统”中展示的服装产品数量远远高于传统的搜索系统。虽然“SOM系统”的展示似乎更有效，但产品的排列却很难理解fi邪教。在“改进的SOM系统”中，解决了产品的安排问题。有了每个新系统，就有可能从更大的产品中fi找到所需的产品，同时还可以提高搜索体验的质量。
: Effective online search for apparel products was investigated, and three systems were proposed, constructed and evaluated. The first system developed (Projection System) can project and display apparel products along a plane of two attributes chosen from a master list attributes relevant to apparel products. A second system (SOM System) was developed to resolve the problems found in “Projection System”. “SOM System” was created, based on a Self-Organized Map (SOM). In the last system (Improved SOM System), the arrangement of products in “SOM System” could be customized for each user and provided a better user experience with more effective results. Search experiments were conducted for these systems. The number apparel products displayed in “Projection System”, was much higher than that of a conventional search system, due to duplicate displays. While the display of “SOM System” seemed to be more effective, the arrangement of products was difficult to understand. In “Improved SOM System”, the issue of the arrangement of the products was resolved. With each new system, it was possible to find the desired product from a larger product offering, while also improving the quality of the search experience.