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Upgrading Products based on Existing Dominant Competitors

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Title:Upgrading Products based on Existing Dominant Competitors
Authors:Wijayanto, Heri
Thamrin, Syauki
Chen, Arbee L.P.
Keywords:Service Analytics
dominance relationship analysis
dominant graph
product recommendation system
skyline queries
Date Issued:05 Jan 2021
Abstract:In the Industry 4.0 era, manufacturers compete to produce better products that are expected to satisfy a larger number of customers. We propose a recommendation system for upgrading products considering user preferences. This approach is based on the dominating regions of dominant competitors. The dominating region represents the estimation of the number of potential customers. However, examining overlapped dominating regions for a high dimensional space is NP-hard. We propose a novel method named TDRDFS which constructs a Dominant Graph of Intersection skyline points (DGI) for modeling the dominating regions. Our experiments show that TDRDFS significantly reduces computation. Based on our approach, product vendors are able to determine the strategy of upgrading products easily.
Pages/Duration:10 pages
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
Appears in Collections: Service Analytics

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