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1 Web Web A product recommender system based on knowledge on situations, functions, and series of products: Implementation and evaluation of the prototype system Abstract: The aim of this study is to create a helpful recommendation system that can actively support customers product seeking processes. In online shopping, customers who do not have enough knowledge on products have difficulty that they cannot choose appropriate products because there are no active supports for customers. Ordinary online shopping sites just provide information on products. Meanwhile, sales persons in real stores assist customers shopping process actively by clarifying their needs, providing information on products, and recommending appropriate products. We analyzed conversations between a sales person and a customer in an electronics retail store, and created a product recommender system based on knowledge on situations, functions, and series of products. 1. [1] 1 TokyoDenkiUniversity 2 TokyoDenkiUniversity 3 National Institute of Advanced Industrial Science and Technology Web Web Web [2][3] 1
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7 情報処理学会研究報告 表 1 評価実験の設定 図 11 図 12 検索ツール 購入対象商品 制限時間 購入目的 グループ A 提案システム デジタルカメラ 15 分 運動会 走者の撮影 グループ B メーカウェブサイト デジタルカメラ 15 分 運動会 走者の撮影 利用シーンの確認画面 ユーザの要望入力画面とサブシーンの確認画面 図 14 事前アンケートと事後アンケートの例 商品選択の意思決定できない考えに基づいている そのた め 利用シーンに有効な各機能の優先の度合いを 事前ア ンケートと事後アンケートを用いて集計する 例として 光学式ズームの機能名に対して 事前アン ケートでは あれば良い を選択し 事後アンケートでは 最優先する を選択した また 電子式ズームの機能名 に対して 事前アンケートでは あれば良い を選択し 事後アンケートでは 必要ない を選択した この時 被 験者は光学式と電子式の違いを理解し 光学式を高く評価 し 電子式を低く評価したと分析できる 図 評価実験の結果 評価実験の結果を 提案システムを使用したグループ A 図 13 高倍率な光学ズームを説明する画面 と メーカウェブサイトを使用したグループ B の 2 つに分 けて説明する 結果は 事前アンケートと事後アンケート 6.2 評価実験の方法 評価実験は 購入対象商品をコンパクトデジタルカメ の変化を状態遷移確率表として示す 提案システムを使用した被験者の結果 ラとし 運動会 走者の撮影 で利用する商品を検索させ 提案システムを利用した被験者は 利用シーンに関係す た 商品の検索方法は 提案システムとメーカウェブサイ る商品知識を知り 事後アンケートでは わからない の評 ト Sony と Nikon の 2 種類を用意し 提案システムを 価がつかなかった 図 15. あ 利用シーンに関連する商品 利用する被験者と メーカウェブサイトを利用する被験者 知識は 事後アンケートの段階で 被験者自身で機能や性 の２グループに分けて行った 提案システムまたはメーカ 能の優先度合いを判断し 優先すべき機能と優先すべきで ウェブサイトを利用する時間は 15 分以内である 提案シ ない機能の区別が正しく現れた評価となった 図 15. い ステムとメーカウェブサイトの両方を同じ被験者に利用さ メーカウェブサイトを使用した被験者の結果 せず どちらか片方の検索ツールを利用させた 表 1 ま た 検索ツール利用前の事前アンケートと検索ツール使用 後に事後アンケートに行った メーカウェブサイトを利用した被験者は 事後アンケー トにて 分からない評価 が 58 残留する評価がついた 図 16. う 必要な機能と不必要な機能の判断基準が曖昧 な評価がついた 図 16. え 6.3 評価実験の分析方法 分析の目的は 被験者が検索ツールを使用した後 商品 6.5 評価実験の考察 を使用する利用シーンに対して優先すべき機能と優先すべ 評価実験の考察を 提案システムを使用したグループ A きでない機能の判断が 被験者自身で可能になったかを明 と メーカウェブサイトを使用したグループ B の 2 つに分 らかにする これは 商品や機能の理解度が高くなければ けて説明する 2014 Information Processing Society of Japan 7
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A A A pp H boshu/h17/1-sya.pdf C.http : //www.pref.mie.jp/kokokyo/ pp pp JA p pp pp pp pppppp pp C pp pp pp NOpp pp pp p p p A Method of Test Constitution in Social Studies Education : To Evaluate Scholastic
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The copyright of this material is retained by the Information Processing Society of Japan (IPSJ). The material has been made available on the website by the author(s) under the agreement with the IPSJ.
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ABSTRACT The Social Function of Boys' Secondary Schools in Modern Japan: From the Perspectives of Repeating and Withdrawal TERASAKI, Satomi (Graduate School, Ochanomizu University) 1-4-29-13-212, Miyamaedaira,
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Summary: In the modern society the development of children s cheerful feeling is gradually declined. The change of society for example, a low birth rate and nuclear family tendency affects children s lives.
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32 (2015 ) [2] Projects of the short term increase at present. In order to let projects complete without rework and delays, it is important that request for proposals (RFP) are written by reflecting precisely
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DEIM Forum 2013 D2-1 112 8610 2-1-1 E-mail: {aco,itot}@itolab.is.ocha.ac.jp, [email protected] Exploratory Search A product Search System for women adjusting amount of browsed items Abstract Eriko KOIKE,
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Forecasting Model for Electricity Consumption in Residential House Based on Time Series Analysis * ** *** Shuhei Kondo Nobayasi Masamori Shuichi Hokoi ( 2015 7 3 2015 12 11 ) After the experience of electric
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