Finding All Competitive Products Using the Dominant Relationship Analysis

Yu Chi Chung, I. Fang Su, Chiang Lee, Pin Chieh Huang

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

The importance of skyline and dominance relationship analysis has been well recognized in multicriteria decision-making applications. In this paper, we propose the problem of "Finding Skyline with Customer Preferences and Cost Constraints", which utilizes the concept of dominance for business analysis from a microeconomic perspective. Our problem aims to discover the dominance relationship between products and potential customers. Given a set of customer preferences, we want to help the company to design set of competitive products so that the products can satisfy as many customer requirements as possible and the cost of producing the products is within a specified threshold. By "competitive products" we mean that the products cannot be dominated by other products in the market. We formally define the problem and discuss the difficulty of the problem. We also present the foundation and the intuition of our pruning methods. Then we proposed three efficient algorithms that utilize our pruning methods to address the problem. In addition, we also prove the correctness of our proposed algorithms.

原文English
主出版物標題Proceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015
編輯Jeng-Shyang Pan, Ching-Yu Yang, Hsiang-Cheh Huang, Ivan Lee
發行者Institute of Electrical and Electronics Engineers Inc.
頁面133-137
頁數5
ISBN(電子)9781509001880
DOIs
出版狀態Published - 2016 2月 19
事件11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015 - Adelaide, Australia
持續時間: 2015 9月 232015 9月 25

出版系列

名字Proceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015

Other

Other11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015
國家/地區Australia
城市Adelaide
期間15-09-2315-09-25

All Science Journal Classification (ASJC) codes

  • 資訊系統
  • 訊號處理
  • 人工智慧
  • 電腦網路與通信
  • 安全、風險、可靠性和品質

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