Quantifying the competitiveness of a dataset in relation to general preferences

• Main Authors: MOURATIDIS, Kyriakos, LI, Keming, TANG, Bo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: heat-map; preference queries; multi-dimensional data; market analysis; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8264; https://ink.library.smu.edu.sg/context/sis_research/article/9267/viewcontent/VLDBJ23_Heatmap_av.pdf
• Institution: Singapore Management University

Typically, a specific market (e.g., of hotels, restaurants, laptops, etc.) is represented as a multi-attribute dataset of the available products. The topic of identifying and shortlisting the products of most interest to a user has been well-explored. In contrast, in this work we focus on the datase...