Hibernating Process: Modeling Mobile Calls at Multiple Scales

• Main Authors: LIU, Siyuan, LI, Lei, KRISHNAN, Ramayya
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: non-parametric model; Mobile phone call graph; churning behavior; heavy tailed distribution; Computer Sciences
• Online Access: https://ink.library.smu.edu.sg/sis_research/3477; https://ink.library.smu.edu.sg/context/sis_research/article/4478/viewcontent/C87___Hibernating_Process_Modeling_Mobile_Calls_at_Multiple_Scales__ICDM2013_.pdf
• Institution: Singapore Management University

Do mobile phone calls at larger granularities behave in the same pattern as in smaller ones? How can we forecast the distribution of a whole month's phone calls with only one day's observation? There are many models developed to interpret large scale social graphs. However, all of the exis...