Efficient online summarization of large-scale dynamic networks

• Main Authors: QU, Qiang, LIU, Siyuan, ZHU, Feida, JENSEN, Christian S.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Diffusion processes; Twitter; Electronic mail; Dynamic networks; Labeling; Graph theory; Databases and Information Systems; Social Media; Systems Architecture
• Online Access: https://ink.library.smu.edu.sg/sis_research/3449; https://ink.library.smu.edu.sg/context/sis_research/article/4450/viewcontent/EfficientOnlineSummarizationLSDynamicNetworks_2016_TKDE.pdf
• Institution: Singapore Management University

Information diffusion in social networks is often characterized by huge participating communities and viral cascades of high dynamicity. To observe, summarize, and understand the evolution of dynamic diffusion processes in an informative and insightful way is a challenge of high practical value. How...