TY - GEN
T1 - Application of a heterogeneous correlation integration method to a context cube network semantic model for railway passengers
AU - Yokoyama, Motoki
AU - Kiyoki, Yasushi
AU - Mita, Tetsuya
N1 - Publisher Copyright:
© 2021 The authors and IOS Press.
PY - 2020/12/16
Y1 - 2020/12/16
N2 - In recent years, with the development of information technology, many cyber-physical systems, in which real space and the information space are linked for data acquisition and analysis, have been constructed. The purpose of constructing a cyber-physical system is to solve and improve social and environmental problems. An important target is the railway space, which aims to provide safe and stable transportation services as part of the social infrastructure. In this paper, we propose a new data model, the "Context Cube Semantic Network", for the railway space and a metric method that employs an integrated scale based on heterogeneous correlations of purpose, sensibility, and distance for the railway space. Furthermore, we constructed a station guidance system that implements the proposed method and evaluates subjects at the station. As a result, we clarified the effectiveness and applicability of the system.
AB - In recent years, with the development of information technology, many cyber-physical systems, in which real space and the information space are linked for data acquisition and analysis, have been constructed. The purpose of constructing a cyber-physical system is to solve and improve social and environmental problems. An important target is the railway space, which aims to provide safe and stable transportation services as part of the social infrastructure. In this paper, we propose a new data model, the "Context Cube Semantic Network", for the railway space and a metric method that employs an integrated scale based on heterogeneous correlations of purpose, sensibility, and distance for the railway space. Furthermore, we constructed a station guidance system that implements the proposed method and evaluates subjects at the station. As a result, we clarified the effectiveness and applicability of the system.
KW - Context Awareness
KW - Cyber-Physical System
KW - Data Modeling
KW - Information Retrieval
KW - Semantic Computing
UR - http://www.scopus.com/inward/record.url?scp=85099254120&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85099254120&partnerID=8YFLogxK
U2 - 10.3233/FAIA200830
DO - 10.3233/FAIA200830
M3 - Conference contribution
AN - SCOPUS:85099254120
T3 - Frontiers in Artificial Intelligence and Applications
SP - 196
EP - 212
BT - Information Modelling and Knowledge Bases XXXII
A2 - Tropmann-Frick, Marina
A2 - Thalheim, Bernhard
A2 - Jaakkola, Hannu
A2 - Kiyoki, Yasushi
A2 - Yoshida, Naofumi
PB - IOS Press BV
T2 - 30th International conference on Information Modeling and Knowledge Bases, EJC 2020
Y2 - 8 June 2020 through 9 June 2020
ER -