Title :
Combining prediction methods with cyber information for proactive route recommendation
Author :
Yanagihara, Tadashi ; Namiki, Ryosuke ; Nawa, Kazunari ; Weir, David ; Oguchi, Kimio
Author_Institution :
Toyota InfoTechnology Center, Co., Ltd., Tokyo, Japan
Abstract :
We propose a proactive route recommendation system based on Cyber-Physical system for vehicles. The system is capable of acquiring and analyzing data obtained from the automobile and the Internet. The system consists of two major technologies, prediction algorithms to estimate the driver´s destination and route beforehand, and linkage of cyber information (driving events extracted from the Internet) towards the driver´s estimated route. The system combines the two data in order to provide substitute routes information for evading driving events. We have developed prediction algorithms and information linking methods, and conducted evaluation with data obtained from drivers, also implemented a prototype application to validate the recommended routes.
Keywords :
Internet; automobiles; data analysis; driver information systems; intelligent transportation systems; recommender systems; Internet; automobile; cyber-physical system; data analysis; driver destination estimation; information linking methods; intelligent transportation system; prediction methods; proactive route recommendation system; vehicles; Accuracy; Data mining; Global Positioning System; Prediction methods; Roads; Social network services; Vehicles; Cyber-Physical System; Destination Prediction; Intelligent Transportation System; Route Prediction; Route Recommendation;
Conference_Titel :
Cyber Technology in Automation, Control and Intelligent Systems (CYBER), 2013 IEEE 3rd Annual International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4799-0610-9
DOI :
10.1109/CYBER.2013.6705425