Int. J. Shipping and Transport Logistics, Vol. 10, No. 4, 2018 377
Copyright © 2018 Inderscience Enterprises Ltd.
Benchmarking container port security risks by
applying a FIS methodology
Dimitrios I. Stavrou* and Nikolaos P. Ventikos
National Technical University of Athens,
9 Iroon Polytechniou str.,
Zografou 15773, Greece
Email: dstaurou@gmail.com
Email: niven@deslab.ntua.gr
*Corresponding author
Zaili L. Yang
Liverpool Logistics, Offshore and Marine Research Institute,
Liverpool John Moores University,
James Parsons Building, Byrom Street,
Liverpool, L3 3AF, UK
Email: Z.Yang@ljmu.ac.uk
Abstract: This paper presents a fuzzy inference approach to estimate the
security level of a port in a manner that it provides essential information to the
stakeholders when evaluating security risks under uncertainty. A fuzzy
inference system (FIS) methodology is developed on account to four predefined
security factors. A team of experts is used to rank and survey potential port
security risks whereas the experts’ ordinal preferences were combined using the
Cook and Seiford method to come up with a consensus risks’ ranking. To
validate the model, results are compared with those from an established fuzzy
evidential reasoning approach given the same security risk inputs. The verified
FIS can provide useful insights for security analysts to conduct security risk
quantification under high uncertainty in data in the maritime sector as well as a
wider range of other industries (e.g., aerospace and process) facing high
terrorism threats with appropriate tailor and adaptation.
Keywords: maritime; port safety; port security; fuzzy inference system; FIS;
International Ship and Port Facility Security; ISPS; risk assessment.
Reference to this paper should be made as follows: Stavrou, D.I.,
Ventikos, N.P. and Yang, Z.L. (2018) ‘Benchmarking container port security
risks by applying a FIS methodology’, Int. J. Shipping and Transport Logistics,
Vol. 10, No. 4, pp.377–405.
Biographical notes: Dimitrios I. Stavrou is currently a Superintendent
Engineer in a shipping company. He has been retired from the Hellenic Navy as
a Lieut. Commander Officer after serving for approximately 23 years. He is
also a Naval Architecture and Marine Engineer by the NTUA, Greece. He has
published more than 20 technical papers on safety and risk analysis/assessment
of maritime activities, human factor, multi-criteria analysis and decision
support systems. He also has study STS transfer of cargo operations and
associated issues. During his PhD studies, he was supported by the ‘IKY
fellowships of excellence for postgraduate studies in Greece-Siemens
program’.