正規化配分法とHough変換をAHPの代替案評価に利用した商品推薦システムの開発

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2018/07/01

タイトル(英語): Development of Product Recommendation System with AHP according to alternatives' evaluation with Normalization allocation and Hough conversion

著者名: 湯本　真樹（近畿大学理工学部電気電子工学科）

著者名(英語): Masaki Yumoto (Department of Electric and Electronic Engineering, Faculty of Science and Engineering, Kindai University)

キーワード: 商品推薦，正規化配布法，Hough変換，AHP（階層分析法），代替案　　product recommendation，normalization allocation，Hough conversion，AHP (Analytic Hierarchy Process)，alternatives

要約(英語): AHP (Analytic Hierarchy Process) is an effective method for product recommendation, because each evaluation criteria are evaluated for target objective, and each alternative are evaluated for each evaluation criteria. This method recommends alternatives to the user according to the total degrees of weight, which is calculated from these two kinds of evaluation values. The determination of weight is hard work, because of many evaluations.This paper proposes a product recommendation system with AHP according to Normalization allocation and Hough conversion in order to evaluate alternatives. Normalization allocation can calculate automatically the evaluation value of the alternatives for every criterion. Hough conversion can extract the number of straight line elements from the target image. Through the experiment, it is confirm that the proposal system can recommend alternatives as well as the conventional system.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.138 No.7 （2018）特集：平成29年電子・情報・システム部門大会

本誌掲載ページ: 886-898 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/138/7/138_886/_article/-char/ja/