Title :
Intelligent System for Human Behavior Analysis and Reasoning Following Large-Scale Disasters
Author :
Xuan Song ; Quanshi Zhang ; Sekimoto, Yutaro ; Horanont, Teerayut ; Ueyama, Satoshi ; Shibasaki, Ryosuke
Author_Institution :
Univ. of Tokyo, Tokyo, Japan
Abstract :
By mining "big GPS records" of 1.6 million users, an intelligent system automatically discovers, analyzes, and simulates population evacuations during the Great East Japan Earthquake and the Fukushima Daiichi nuclear accident.
Keywords :
behavioural sciences computing; cognition; data mining; disasters; earthquakes; Fukushima Daiichi nuclear accident; GPS record mining; Great East Japan Earthquake; human behavior analysis; intelligent system; large-scale disaster; population evacuation analysis; population evacuation discovery; population evacuation simulation; reasoning; Accidents; Behavioral science; Disasters; Emergency services; Global Positioning System; Human factors; Nuclear power generation; Iintelligent reasoning system; data mining; disaster informatics; emergency management; human mobility;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2013.35
