Development of Product Recommendation System with AHP according to alternatives' evaluation with Normalization allocation and Hough conversion
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- Yumoto Masaki
- Department of Electric and Electronic Engineering, Faculty of Science and Engineering, Kindai University
Bibliographic Information
- Other Title
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- 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
- セイキカ ハイブンホウ ト Hough ヘンカン オ AHP ノ ダイタイアン ヒョウカ ニ リヨウ シタ ショウヒン スイセン システム ノ カイハツ
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Abstract
<p>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.</p><p>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.</p>
Journal
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- IEEJ Transactions on Electronics, Information and Systems
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IEEJ Transactions on Electronics, Information and Systems 138 (7), 886-898, 2018-07-01
The Institute of Electrical Engineers of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390845712971508736
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- NII Article ID
- 130007387057
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- NII Book ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL BIB ID
- 029122691
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed