Predicting bundles of spatial locations from learning revealed preference data

• Main Authors: LE, Truc Viet, LIU, Siyuan, LAU, Hoong Chuin, KRISHNAN, Ramayya
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3182; https://ink.library.smu.edu.sg/context/sis_research/article/4183/viewcontent/PredictingBundlesSpatialLocations_2015_aamas.pdf
• Institution: Singapore Management University

We propose the problem of predicting a bundle of goods, where the goods considered is a set of spatial locations that an agent wishes to visit. This typically arises in the tourism setting where attractions can often be bundled and sold as a package to visitors. While the problem of predicting futur...