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电子商务市场商品数据的分类研究
Research on Classification of Commodity Data in the Electronics Commerce Marketplace
【摘要】 随着B2B电子商务市场的不断扩大,其涉及的商品数量和种类也在不断增长。为了迅速地响应用户对市场提出的要求,首先就要对海量的商品数据进行分类,进而达到信息提取和市场决策智能化的目标。提出了一种新的基于XML技术和分类编码标准UNSPSC的商品类型描述方法,并根据数据挖掘原理来构造分类器,为商品自动或半自动地分类,得到UNSPSC编码。
【Abstract】 With the expanding of e-commerce marketplace, the quantity and variety of commodities in the marketplace are increasing rapidly at the same time. In order to answer the demands of the marketplace from the clients as quickly as possible, firstly we must classify the quantities of commodities. And furthermore we can reach the goal of intelligent extraction information and decision of the market. In this paper, We propose one new method to describe the commodities’ class which is based on UNSPSC and XML technology. Moreover some classifiers are constructed grounded on the data-mining principles to classify the commodities into one UNSPSC code automatically or semi-automatically.
- 【文献出处】 杭州电子工业学院学报 ,Journal of Hangzhou Institute of Electronic Engineering , 编辑部邮箱 ,2003年04期
- 【分类号】TP399
- 【被引频次】2
- 【下载频次】221