Upgrading Products based on Existing Dominant Competitors

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dc.contributor.authorWijayanto, Heri
dc.contributor.authorThamrin, Syauki
dc.contributor.authorChen, Arbee L.P.
dc.date.accessioned2020-12-24T19:20:21Z
dc.date.available2020-12-24T19:20:21Z
dc.date.issued2021-01-05
dc.description.abstractIn 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.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2021.211
dc.identifier.isbn978-0-9981331-4-0
dc.identifier.urihttp://hdl.handle.net/10125/70823
dc.language.isoEnglish
dc.relation.ispartofProceedings of the 54th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectService Analytics
dc.subjectdominance relationship analysis
dc.subjectdominant graph
dc.subjectproduct recommendation system
dc.subjectskyline queries
dc.titleUpgrading Products based on Existing Dominant Competitors
prism.startingpage1738

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