Development of product recommendation system with AHP according to alternatives’ evaluation with normalization allocation and Hough conversion
Analytic hierarchy process (AHP) 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...
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Veröffentlicht in: | Electronics and communications in Japan 2019-01, Vol.102 (1), p.25-41 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Analytic hierarchy process (AHP) 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 2 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. |
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ISSN: | 1942-9533 1942-9541 |
DOI: | 10.1002/ecj.12132 |