학술논문

A Hybrid Data Model for the Assessment of Border Control Technologies
Document Type
Conference
Source
2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Information, Intelligence, Systems & Applications (IISA), 2022 13th International Conference on. :1-8 Jul, 2022
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Knowledge based systems
Process control
Ontologies
Throughput
Data models
Usability
National security
data modelling
smart border control technologies
natural language processing
hybrid approach
Language
Abstract
The increasing demand for traveler clearance at international border crossing points (BCPs) has motivated research for finding more efficient solutions. Automated border control (ABC) is emerging as a solution to enhance the convenience of travelers, the throughput of BCPs, and national security. In recent years, focus has been placed on the use and acceptance of these technologies, in order to understand the barriers to use and the acceptance problems people experience. Despite the growing interest in novel Smart Border Control (SBC) technologies and in the assessment of their usability and acceptance, there are currently no standardized ways to capture the data needed to assess their acceptance. This paper provides a review concerning recent approaches in data and ontology modelling in addition to relevant to the border control domain data models and ontologies. We then explain in detail the application of a hybrid approach, both knowledge-based and data-driven, in order to derive the core entities, attributes and relationships among them. Moreover, we propose a data model which aims to capture the data needed for the border control technologies assessment. Finally, the data model is evaluated by domain experts and the results are presented and discussed.