Agent based intelligent search framework for product information using ontology mapping

被引：14

作者：

Kim, Wooju ^{[2
]}

Choi, Dae Woo ^{[3
]}

Park, Sangun ^{[1
]}

机构：

[1] Yonsei Univ, U City Res Inst, Seoul 120749, South Korea

[2] Yonsei Univ, Dept Informat & Ind Engn, Seoul 120749, South Korea

[3] KT, Adv Technol Lab, USN Res Dept, Seoul 137792, South Korea

来源：

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS | 2008年 / 30卷 / 03期

关键词：

information retrieval; Semantic web; Web service; ontology mapping; e-commerce; multi-attribute based information evaluation;

D O I：

10.1007/s10844-006-0026-8

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The Semantic Web and Web services provide many opportunities in various applications such as product search and comparison in electronic commerce. We implemented an intelligent meta-search and recommendation system for products through consideration of multiple attributes by using ontology mapping and Web services. Under the assumption that each shopping site offers product ontology and product search service with Web services, we proposed a meta-search framework to configure a customer's search intent, make and dispatch proper queries to each shopping site, evaluate search results from shopping sites, and show the customer the relevant product list with associated rankings. Ontology mapping is used for generating proper queries for shopping sites that have different product categories. We also implemented our framework and performed empirical evaluation of our approach with two leading shopping sites in the world.

引用

页码：227 / 247

页数：21

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