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基于约束满足的个性化西服定制推荐系统

石美红 艾磊 李维乾 赵辉 王春兰 高晓娟

西安工程大学学报Issue(3):312-319,8.
西安工程大学学报Issue(3):312-319,8.DOI:10.13338/j.issn.1674-649x.2015.03.010

基于约束满足的个性化西服定制推荐系统

Customized recommendation system based on constraint satisfaction method for personalized suits

石美红 1艾磊 1李维乾 1赵辉 2王春兰 2高晓娟1

作者信息

  • 1. 西安工程大学计算机科学学院,陕西西安710048
  • 2. 山东如意集团研发部,山东济宁272000
  • 折叠

摘要

Abstract

Due to the problems of limitations of customers′demands ,and a shortage of customer partici‐pation ,the personalized demands customers of design elements and emotional factors for a suit were analyzed .A conversational interaction model based on finite state machine for requirement acquirement was constructed through mining existing interactive log in order to fully express customers personal‐ized demands .A customized recommendation system based on constraint satisfaction method and emo‐tional utility was developed by using multi‐attribute utility theory .An application in a clothing enter‐prise shows that constructing the system improves customer elicitation ,customer participation and re‐liability of customization results .

关键词

个性化定制/西服定制/需求获取/推荐系统/约束满足问题

Key words

personalized customization/suit customization/requirement elicitation/recommen-dation system/constraint satisfaction problem

分类

信息技术与安全科学

引用本文复制引用

石美红,艾磊,李维乾,赵辉,王春兰,高晓娟..基于约束满足的个性化西服定制推荐系统[J].西安工程大学学报,2015,(3):312-319,8.

基金项目

国家科技支撑计划基金资助项目(2014BAF07B01);中国纺织工业联合会科技项目 ()

西安工程大学学报

1674-649X

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