Learning and Controlling Network Diffusion in Dependent Cascade Models

• Main Authors: DU, Jiali, VARAKANTHAM, Pradeep, Akshat KUMAR, CHENG, Shih-Fen
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Artificial Intelligence and Robotics; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/2928; https://ink.library.smu.edu.sg/context/sis_research/article/3928/viewcontent/iat15.pdf
• Institution: Singapore Management University

Diffusion processes have increasingly been used to represent flow of ideas, traffic and diseases in networks. Learning and controlling the diffusion dynamics through management actions has been studied extensively in the context of independent cascade models, where diffusion on outgoing edges from a...