TODMIS: Mining Communities from Trajectories

• Main Authors: LIU, Siyuan, WANG, Shuhui, JAYARAJAH, Kasthuri, MISRA, Archan, KRISHNAN, Rammaya
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Trajectory community discovery; multiple information; semantic information; Software Engineering; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/1958; https://ink.library.smu.edu.sg/context/sis_research/article/2957/viewcontent/TODMIS_pv_oa.pdf
• Institution: Singapore Management University

Existing algorithms for trajectory-based clustering usually rely on simplex representation and a single proximity-related distance (or similarity) measure. Consequently, additional information markers (e.g., social interactions or the semantics of the spatial layout) are usually ignored, leading to...