Factors driving Shipping companies to IT outsourcing

Size: px
Start display at page:

Download "Factors driving Shipping companies to IT outsourcing"

Transcription

1 International Forum on Shipping, Ports and Airports 2008 () Factors driving Shipping companies to IT outsourcing Nikitas Nikitakos and Vassilios Pirkatis University of the Aegean Department of Shipping Trade and Transport

2 Presentation Outline IT Outsourcing ICT Outsourcing in Shipping Developing a model of IT outsourcing in shipping The Analytic Hierarchy Process (A.H.P.) Use of A.H.P. in IT outsourcing decision making Conceptual model for IT outsourcing in Shipping. Conclusions

3 IT Outsourcing (I) In the 1970 s the outsourcing was implemented from underperforming corporations. In the 1980 s managers began to make vertical integrations in order to be self- sufficient. Throughout this period consultants suggested focus on the core competencies and outsourcing of the supporting activities In the 1990 s the dominant view was the focusing on core competencies and the implementation of re-engeneering in business process in order to achieve improvements in performance, in terms of cost, quality, service and speed. (A. and N. Kakabadse,2003). IT Outsourcing is : the significant contribution by external vendors in the physical and /or human resources associated with entire specific components of the IT infrastructure in the user s organization. (Lohn and Venkatraman,1992)

4 IT Outsourcing (II) The main reasons for IT outsourcing : focus on core competence flexibility access to specialized supplier access to new technologies Reduction of costs Decrease of investments Share risks

5 ICT Outsourcing in Shipping.(I) IT in Shipping Industry and especially IT in shipping companies includes hardware and software. IT outsourcing in shipping mainly refer to software. The role of communication in shipping industry is very significant because communication between ship and office is necessary and they need for emergency situations. The use of new technologies in communications between ship and office has driven in a large capacity of data interchange which requires specialized software.

6 ICT Outsourcing in Shipping(II) Large shipping companies prefer integrated IT solutions, which connect maritime operations with chartering and accounting,while small ones use isolated applications. The research of Stratakos,Nikitakos,Lambrou (2006) on Greekowned shipping companies indicated that most of the Greek shipping companies(77%) have specialized IT personnel or IT department while half of them(46%) have internal technical support, 31% have internal technical support of shipping software and the 82%have internal technical support of network.

7 Developing a model of IT outsourcing in shipping.(i) The proposed model for IT outsourcing in shipping is based on the models for IT outsourcing of Tamimi, 2006 and Yang-Huang (2000) and an adaptation in shipping is performed. According to the model,outsourcing decision is affected from three factors(criteria) : motives, risks and satisfaction from IT outsourcing. This three factors are affected from other factors (subcriteria).motives and risks from IT outsourcing: strategic,managerial, technological,economics and qualitative and satisfaction from outsourcing is affected from cost,reliability,performance and security.(sub-criteria)

8 Developing a model of IT outsourcing in shipping.(ii) For each sub-criterion there are sub-sub criteria. Finally taking in to account criteria,sub-criteria and sub-subcriteria we will decide which alternative type of ICT sourcing we will choice by using Analytic Hierarchy Process. After outsourcing decision making the next step is the vendor(s) selection which is based on selection and evaluation criteria. The first level of hierarchy is the goal we want to reach and the elements of lower levels are criteria,sub-criteria,sub-sub-criteria and in the lowest level are the alternatives..the AHP method encompasses three steps : First constructing the hierarchy ;second,computing the weight of criteria and sub-criteria ; and third, computing the weight of alternatives,evaluation the alternatives and decision making Hong Kong May 2008

9 Developing a model of IT outsourcing in shipping.(iii) MOTIVATION RISKS STRATEGIC MANAGERIAL TECHNOLOGICAL ECONOMIC QUALITATIVE STRATEGIC MANAGERIAL TECHNOLOGICAL ECONOMIC QUALITATIVE FACTORS THAT AFFECT IN OUTSOURCING DECISION 1. MOTIVATION 2.RISKS 3.SATISFACTION SATISFACTION COST RELIABILITY PERFORMANCE SECURITY SELECTION CRITERIA 1.PRICE 2.QUALITY OF SERVICES 3.RELIABILITY 4.CAPABILITY 5.OUTSOURCING EXPERIENCE 6.EXPERIENCE OF ISHIPPING IT 7.ECONOMIC FORCE 8.SIZE OF VENDORS FIRM 9.REPUTATION EVALLUATION CRITERIA 1.TRUSTWORHINESS 2.RESPONSIVNESS 3.RELIABILITY 4.CAPABILITY 5.INTEGRITY 6.PROBLEM SOLVING 7.STAFF ATITTUDES 8.COST EFFECTIVNESS 9.ACCESSIBILITY Hong Kong May 2008

10 Developing a model of IT outsourcing in shipping (IV) Motivation Strategic: 1. Focus on core competence,2.share risks. Managerial:1.Improve communication problems,2.increase the ability of management, 3.increased flexibility. Technological :1.Access to new technologies,2.access to specialized providers.. Economics: 1. Staff cost savings,2.technology cost savings,3.financial flexibility. Qualitative: 1.High performance of IS,reach,2. higher service level. Risks Strategic : 1. Loss of core competence,2.loss of internal technical knowledge. Managerial: 1. Dependence on providers,2.loss of control over providers,3.problems with vendors. Technological:1.Damaging the firm s innovating capability. Economic:1.Poor cost benefit ratio Qualitative: 1.Do not exist specialized providers. Hong Kong May 2008

11 The Analytic Hierarchy Process (A.H.P.) (I) AHP is a multicriteria method for decision making and priorities ranking developed by Saaty (1971;1980;1990) This method collects expertise of decision makers and uses a hierarchic structure to present a complex decision problem by decomposing it into sub problems. The AHP algorithm is based on matrix algebra.the judgments from the pair comparisons are made by experts or decisions makers and in combination with use of the AHP algorithm are the tools which produce the final combination.

12 The Analytic Hierarchy Process (A.H.P.) (II) The A.H.P method includes three steps: a) The construction of a hierarchy.a complex problem can be dealt with by decomposing it into sub problems within hierarchy b) Compute the weight of the elements in each level. Three steps can be describe this phase: Paired comparisons, computing a vector priorities and measuring consistency. c) The synthesis of the priorities and the measurement of the alternatives (if there exist )which will give outcome of the whole process.

13 Use of Analytic Hierarchy Process in IT outsourcing decision making.(i) Yang-Kim-Nam-Min (2006) exams the factors that affect the BPO decision and structures a decision model using AHP method. They did two surveys; the first survey is verifying the reasonable of the chosen determinants (questionnaire in experts) while the second survey is for computing the weight of settled factors through the first survey using AHP methodology (interviews of CEO s). Yang Huang (2000) was created a decision model for IS outsourcing take into account the factors that affect that decision.

14 Use of Analytic Hierarchy Process in IT outsourcing decision making (II) They proposed a model that was include five steps. 1.Establish the expert team 2.Choose the factors and attributes 3.Construct the analytical hierarchy 4.Compute the alternatives 5.Make decision The candidate systems for outsourcing (alternatives)are facilities management, maintenance of management Information System and new development. G.Udo (2000) proposed the used of Analytic Hierarchy Process to analyze the information technology outsourcing decision.

15 Use of Analytic Hierarchy Process in IT outsourcing decision making.(iii) Wang-Yang (2006) used a hybrid multicriteria decision aid method for information systems outsourcing. They proposed six factors (criteria) including economics,resource,strategy,risk,management and quality, should be considered for outsourcing decision. The Analytic Hierarchy Process is used to analyze the structure of the outsourcing problem and determine of weights of the criteria and PROMETHEE method is used for final ranking, together with changing weights for a sensitivity analysis.

16 Research Framework for applying AHP in ICT Outsourcing in Shipping.(I) The construction of hierarchy model. The research framework aims at the choice of ICT sourcing type that can be used by a shipping company using the AHP. This decision is based in 3 criteria and 5or 4 sub-criteria for each criterion, also each subcriterion is affected from 1to 3 sub-sub-criteria. The first step in research is the construction of hierarchy.the choice of ICT sourcing type designated as the ultimate goal(upper level).

17 Research Framework for applying AHP in ICT Outsourcing in Shipping.(II) In the middle levels of hierarchy there are 3criteria :motivation, risks,satisfaction and 5 sub-criteria for motivation and risks :strategic, managerial,technological,economic qualitative, also 4 subcriteria for satisfaction :cost,reliability, performance and security. For each sub criterion there 1 to 3 sub-sub-criteria. In the lowest level there are the alternatives :in house,total outsourcing, selective outsourcing.

18 GOAL IT OUTSOURCING DECISION MAKING CRITERIA MOTIVES RISKS SATISFACTION STRATEGIC STRATEGIC COSTS MANAGERIAL MANAGERIAL RELIABILITY SUB-CRITERIA TECHNOLOGICAL TECHNOLOGICAL PERFORMANCE ECONOMIC ECONOMIC SECURITY QUALITATIVE QUALITATIVE ALTERNATIVES IN HOUSE TOTAL OUTSOURCING SELECTIVE OUTSOURCING

19 Research Framework for applying AHP in ICT Outsourcing in Shipping (III) Interviews development and sample selection The criteria, sub criteria that can be taken into account for decision making of which type of IT sourcing can be used by Ship management companies, defined by interviews with ICT experts in Shipping (ICT managers in Ship management companies). A total sample of 20 experts was developed, they are ICT managers in Greek owned shipping companies. The second stage of AHP contains the computation the weight of the elements in each level, paired comparisons, computing a vector priorities and measuring consistency The third stage of research contains the synthesis of the priorities and the measurement of the alternatives. Hong Kong May 2008

20 Research Results Size of Fleet TYPE OF VESSELS -Bulk carriers -Crude oil tankers -Product tankers -Container ship -LNG -LPG -Chemical TOTAL No vessels ,3 54,4 6, ,12 0 0, % Total DWT

21 ICT Functions which are outsourced, in house or combination of both ICT functions in house, outsourced, or combination of both -Technical support of hardware -Software support -Technical support of enterprise network -Development software applications -Network management -Communication software -Support of communication software In house In house % Outs ourc ed Outs ource d % Inhouse/ outsourc ed Inhouse/ outsourc ed %

22 IT Outsourcing Motives Motivation % No comp. Strategic: Focus on core competence share risks Managerial: ability of management Increased IS department flexibility Improve communication problems Technological : Access to new technologies, Access to specialized providers. Economics: Staff cost savings technology cost savings Financial flexibility. Qualitative: Procure reliability and performance of IS higher service level 60% 45% 55% 55% 20% 65% 60% 65% 45% 45% 75% 75%

23 Risks of IT Outsourcing Risks % No comp. Strategic : Loss of core competence loss of internal technical knowledge. Managerial: Dependence on providers loss of control over providers problems with vendor Technological: Damaging the firm s innovating capability. Economic: Poor cost benefit ratio Qualitative: Superior providers to the existing internal unit do not exist. 75% 70% 60% 55% 60% 45% 25% 40%

24 Satisfaction of IT Outsourcing Satisfaction % No Cost Reliability Performance Security 70% 75% 80% 70% comp

25 IT department in Greek owned shipping companies The 100 % of Greekowned shipping companies engage in the IT departments experts. The number of IT personnel in shipping companies are from 1 to 9 employees and the average is 2,8 employees,15 companies have 1-3 employees in IT department.

26 Conclusions (I) It is proposed a new conceptual model for IT outsourcing in shipping which is based on the model for IT outsourcing of Tamimi, 2006 and an adaptation in shipping is performed.according to this model,outsourcing decision is affected from three factors : motives, risks and satisfaction from outsourcing. After the outsourcing decision the vendor s selection is examined based on specific selection and evaluation criteria. In according to field research the ICT functions which are outsourced from Greek owned shipping companies in large scale,are Communication software and Support of communication software (90%), also development of software applications and software support (70%) Hong Kong May 2008

27 Conclusions (II) The factors that affect IT outsourcing decision were recorded from the state of the art review in several IT sectors and a field research study. ( interviews, focus groups from IT professional experts, and shipping professionals). The criteria and subcriteria for IT outsourcing in shipping and their weight ranking were provided from the interviews. Finally, an IT outsourcing decision model is provided that can be implemented in shipping companies. In the future, this model after its pilot implementation in shipping,it will be used for vendor s selection which will be based on specific selection and evaluation criteria (Panayides 2002) and an IT vendor selection model will be developed. Hong Kong May 2008

28 International Forum on Shipping, Ports and Airports 2008 () Hong Kong May 2008 Thank you for your attention

AN EVALUATION OF THE UPSTREAM CRUDE OIL INDUSTRY SUPPLY CHAIN RISK

AN EVALUATION OF THE UPSTREAM CRUDE OIL INDUSTRY SUPPLY CHAIN RISK AN EVALUATION OF THE UPSTREAM CRUDE OIL INDUSTRY SUPPLY CHAIN RISK AN EVALUATION OF THE UPSTREAM CRUDE OIL INDUSTRY SUPPLY CHAIN RISK : LEVERAGING ANALYTIC HIERARCHY PROCESS Charles Awoala Briggs Upper

More information

Multi-Criteria Decision-Making Using the Analytic Hierarchy Process for Wicked Risk Problems

Multi-Criteria Decision-Making Using the Analytic Hierarchy Process for Wicked Risk Problems Multi-Criteria Decision-Making Using the Analytic Hierarchy Process for Wicked Risk Problems Introduction It has become more and more difficult to see the world around us in a uni-dimensional way and to

More information

Chapter 4 SUPPLY CHAIN PERFORMANCE MEASUREMENT USING ANALYTIC HIERARCHY PROCESS METHODOLOGY

Chapter 4 SUPPLY CHAIN PERFORMANCE MEASUREMENT USING ANALYTIC HIERARCHY PROCESS METHODOLOGY Chapter 4 SUPPLY CHAIN PERFORMANCE MEASUREMENT USING ANALYTIC HIERARCHY PROCESS METHODOLOGY This chapter highlights on supply chain performance measurement using one of the renowned modelling technique

More information

Vendor Evaluation and Rating Using Analytical Hierarchy Process

Vendor Evaluation and Rating Using Analytical Hierarchy Process Vendor Evaluation and Rating Using Analytical Hierarchy Process Kurian John, Vinod Yeldho Baby, Georgekutty S.Mangalathu Abstract -Vendor evaluation is a system for recording and ranking the performance

More information

Project Management Software Selection Using Analytic Hierarchy Process Method

Project Management Software Selection Using Analytic Hierarchy Process Method Project Management Software Selection Using Analytic Hierarchy Process Method ISSN - 35-055 Sweety Sen (B.tech: Information Technology) Dronacharya College of Engineering Gurgaon, India Phone no. : 00343

More information

A Multi-Criteria Decision-making Model for an IaaS Provider Selection

A Multi-Criteria Decision-making Model for an IaaS Provider Selection A Multi-Criteria Decision-making Model for an IaaS Provider Selection Problem 1 Sangwon Lee, 2 Kwang-Kyu Seo 1, First Author Department of Industrial & Management Engineering, Hanyang University ERICA,

More information

6 Analytic Hierarchy Process (AHP)

6 Analytic Hierarchy Process (AHP) 6 Analytic Hierarchy Process (AHP) 6.1 Introduction to Analytic Hierarchy Process The AHP (Analytic Hierarchy Process) was developed by Thomas L. Saaty (1980) and is the well-known and useful method to

More information

How to do AHP analysis in Excel

How to do AHP analysis in Excel How to do AHP analysis in Excel Khwanruthai BUNRUAMKAEW (D) Division of Spatial Information Science Graduate School of Life and Environmental Sciences University of Tsukuba ( March 1 st, 01) The Analytical

More information

Subcontractor Selection Using Analytic Hierarchy Process

Subcontractor Selection Using Analytic Hierarchy Process Volume 3 Number 3 2012 pp. 121-143 ISSN: 1309-2448 www.berjournal.com Subcontractor Selection Using Analytic Hierarchy Process Vesile Sinem Arıkan Kargı a Ahmet Öztürk b Abstract: Turkish textile firms

More information

MULTIPLE-OBJECTIVE DECISION MAKING TECHNIQUE Analytical Hierarchy Process

MULTIPLE-OBJECTIVE DECISION MAKING TECHNIQUE Analytical Hierarchy Process MULTIPLE-OBJECTIVE DECISION MAKING TECHNIQUE Analytical Hierarchy Process Business Intelligence and Decision Making Professor Jason Chen The analytical hierarchy process (AHP) is a systematic procedure

More information

An Illustrated Guide to the ANALYTIC HIERARCHY PROCESS

An Illustrated Guide to the ANALYTIC HIERARCHY PROCESS An Illustrated Guide to the ANALYTIC HIERARCHY PROCESS Dr. Rainer Haas Dr. Oliver Meixner Institute of Marketing & Innovation University of Natural Resources and Applied Life Sciences, Vienna http://www.boku.ac.at/mi/

More information

Analytic Hierarchy Process for Effective Decision Making in Project Management. Glenn Hamamura Dr. Lawrence Rowland

Analytic Hierarchy Process for Effective Decision Making in Project Management. Glenn Hamamura Dr. Lawrence Rowland Analytic Hierarchy Process for Effective Decision Making in Project Management Glenn Hamamura Dr. Lawrence Rowland Decision Making We are all fundamentally decision makers. Everything we do consciously

More information

Project Management Software Selection Using Analytic Hierarchy Process Method

Project Management Software Selection Using Analytic Hierarchy Process Method International Journal of Applied Science and Technology Vol. 4, No. ; November 04 Project Management Software Selection Using Analytic Hierarchy Process Method Birgul Kutlu Professor Bogazici University

More information

2008 Jordan Journal of Mechanical and Industrial Engineering. All rights reserved - Volume 2, Number 2 (ISSN 1995-6665) Goal

2008 Jordan Journal of Mechanical and Industrial Engineering. All rights reserved - Volume 2, Number 2 (ISSN 1995-6665) Goal JJMIE Jordan Journal of Mechanical and Industrial Engineering Volume 2, Number 2, Jun. 2008 ISSN 1995-6665 Pages 77-84 Evaluating and Benchmarking Non-Governmental Training Programs: An Analytic Hierarchy

More information

INVOLVING STAKEHOLDERS IN THE SELECTION OF A PROJECT AND PORTFOLIO MANAGEMENT TOOL

INVOLVING STAKEHOLDERS IN THE SELECTION OF A PROJECT AND PORTFOLIO MANAGEMENT TOOL INVOLVING STAKEHOLDERS IN THE SELECTION OF A PROJECT AND PORTFOLIO MANAGEMENT TOOL Vassilis C. Gerogiannis Department of Project Management, Technological Research Center of Thessaly, Technological Education

More information

A Fuzzy AHP based Multi-criteria Decision-making Model to Select a Cloud Service

A Fuzzy AHP based Multi-criteria Decision-making Model to Select a Cloud Service Vol.8, No.3 (2014), pp.175-180 http://dx.doi.org/10.14257/ijsh.2014.8.3.16 A Fuzzy AHP based Multi-criteria Decision-making Model to Select a Cloud Service Hong-Kyu Kwon 1 and Kwang-Kyu Seo 2* 1 Department

More information

A Decision-Making Framework for IT Outsourcing using the Analytic Hierarchy Process

A Decision-Making Framework for IT Outsourcing using the Analytic Hierarchy Process A Decision-Making Framework for IT Outsourcing using the Analytic Hierarchy Process Vivek Pandey and Veena Bansal October 14, 2003 Abstract Information Technology Outsourcing (ITO) has generated considerable

More information

A REVIEW AND CRITIQUE OF HYBRID MADM METHODS APPLICATION IN REAL BUSINESS

A REVIEW AND CRITIQUE OF HYBRID MADM METHODS APPLICATION IN REAL BUSINESS Application in Real Business, 2014, Washington D.C., U.S.A. A REVIEW AND CRITIQUE OF HYBRID MADM METHODS APPLICATION IN REAL BUSINESS Jiri Franek Faculty of Economics VSB-Technical University of Ostrava

More information

Learning Management System Selection with Analytic Hierarchy Process

Learning Management System Selection with Analytic Hierarchy Process Learning Management System Selection with Analytic Hierarchy Process Aydın Çetin 1, Ali Hakan Işık 2, İnan Güler 1 1 Gazi University, Faculty Of Technology 2 Gazi University, Institute of Information Sciences

More information

Supplier Performance Evaluation: A Case Study of Thai Offshore Oil & Gas Exploration and Production Company

Supplier Performance Evaluation: A Case Study of Thai Offshore Oil & Gas Exploration and Production Company Supplier Performance Evaluation: A Case Study of Thai Offshore Oil & Gas Exploration and Production Company Nathavat Sivapornpunlerd Chulalongkorn Business School (CBS), Chulalongkorn University Siri-on

More information

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research)

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) International Journal of Engineering, Business and Enterprise

More information

Design of Analytic Hierarchy Process Algorithm and Its Application for Vertical Handover in Cellular Communication

Design of Analytic Hierarchy Process Algorithm and Its Application for Vertical Handover in Cellular Communication Design of Analytic Hierarchy Process Algorithm and Its Application for Vertical Handover in Cellular Communication Under the Guidance of Asso. Prof. Mr. Saurav Dhar Deptt. of Electronics and Communication

More information

Decision Making on Project Selection in High Education Sector Using the Analytic Hierarchy Process

Decision Making on Project Selection in High Education Sector Using the Analytic Hierarchy Process Decision Making on Project Selection in High Education Sector Using the Analytic Hierarchy Process Nina Begičević University of Zagreb, Faculty of Organization and Informatics, Pavlinska 2, Varaždin nina.begicevic@foi.hr

More information

Factors Affecting The Development of Engineering Consulting Firms

Factors Affecting The Development of Engineering Consulting Firms King Fahad University of Petroleum & Minerals College of Environmental Design Construction Engineering & Management Department Summary of Thesis titled: Factors Affecting The Development of Engineering

More information

Analytic Hierarchy Process for Design Selection of Laminated Bamboo Chair

Analytic Hierarchy Process for Design Selection of Laminated Bamboo Chair Analytic Hierarchy Process for Design Selection of Laminated Bamboo Chair V. Laemlaksakul, S. Bangsarantrip Abstract This paper demonstrates the laminated bamboo chair design selection, the applicability

More information

Contractor selection using the analytic network process

Contractor selection using the analytic network process Construction Management and Economics (December 2004) 22, 1021 1032 Contractor selection using the analytic network process EDDIE W. L. CHENG and HENG LI* Department of Building and Real Estate, The Hong

More information

ANALYTIC HIERARCHY PROCESS (AHP) TUTORIAL

ANALYTIC HIERARCHY PROCESS (AHP) TUTORIAL Kardi Teknomo ANALYTIC HIERARCHY PROCESS (AHP) TUTORIAL Revoledu.com Table of Contents Analytic Hierarchy Process (AHP) Tutorial... 1 Multi Criteria Decision Making... 1 Cross Tabulation... 2 Evaluation

More information

A new Environmental Performance Index using analytic hierarchy process: A case of ASEAN countries

A new Environmental Performance Index using analytic hierarchy process: A case of ASEAN countries Article A new Environmental Performance Index using analytic hierarchy process: A case of ASEAN countries Wan Khadijah Wan Ismail, Lazim Abdullah Department of Mathematics, Faculty of Science and Technology,

More information

Best Practice exensys Vendor Performance Management

Best Practice exensys Vendor Performance Management Best Practice exensys Vendor Performance Management Table of Contents Introduction:... 3 Overview:... 3 Benefits:... 6 Conclusion:... 6 Introduction: Organizations across the globe are adopting advanced

More information

ERP SYSTEM SELECTION MODEL FOR LOW COST NGN PHONE COMPANY

ERP SYSTEM SELECTION MODEL FOR LOW COST NGN PHONE COMPANY International Journal of Electronic Business Management, Vol. 6, No. 3, pp. 153-160 (2008) 153 ERP SYSTEM SELECTION MODEL FOR LOW COST NGN PHONE COMPANY Joko Siswanto 1* and Anggoro Prasetyo Utomo 2 1

More information

Supplier Performance Evaluation and Selection in the Herbal Industry

Supplier Performance Evaluation and Selection in the Herbal Industry Supplier Performance Evaluation and Selection in the Herbal Industry Rashmi Kulshrestha Research Scholar Ranbaxy Research Laboratories Ltd. Gurgaon (Haryana), India E-mail : rashmi.kulshreshtha@ranbaxy.com

More information

How To Understand International Technology Transfer

How To Understand International Technology Transfer A Study on International Technology Transfer Critical Factors in Hong Kong / Pearl River Delta Manufacturing Industries DONG Qiuling MASTER OF PHILOSOPHY CITY UNIVERSITY OF HONG KONG JULY 2008 i CITY UNIVERSITY

More information

Identifying & Prioritizing of Electronic Commerce Factors in B2B Relationships using Fuzzy ANP (Case study: Nanotechnology High tech Organizations)

Identifying & Prioritizing of Electronic Commerce Factors in B2B Relationships using Fuzzy ANP (Case study: Nanotechnology High tech Organizations) Identifying & Prioritizing of Electronic Commerce Factors in B2B Relationships using Fuzzy ANP (Case study: Nanotechnology High tech Organizations) Zahra Javidian Department Of Engineering, Darab Branch,

More information

Appraisal of Trust Degree among Innovation Team Members Based on Analytic Hierarchy Process

Appraisal of Trust Degree among Innovation Team Members Based on Analytic Hierarchy Process 1094 Appraisal of Trust Degree among Innovation Team Members Based on Analytic Hierarchy Process Gao Xia Department of Business Administration, ZhengZhou Institute of Aeronautical Industry Management,

More information

Prize: an R package for prioritization estimation based on analytic hierarchy process

Prize: an R package for prioritization estimation based on analytic hierarchy process Prize: an R package for prioritization estimation based on analytic hierarchy process Daryanaz Dargahi October 14, 2015 daryanazdargahi@gmail.com Contents 1 Licensing 2 2 Overview 2 3 Relative AHP 3 3.1

More information

Supplier Selection through Analytical Hierarchy Process: A Case Study In Small Scale Manufacturing Organization

Supplier Selection through Analytical Hierarchy Process: A Case Study In Small Scale Manufacturing Organization Supplier Selection through Analytical Hierarchy Process: A Case Study In Small Scale Manufacturing Organization Dr. Devendra Singh Verma 1, Ajitabh pateriya 2 1 Department of Mechanical Engineering, Institute

More information

Report on SELECTING THE BEST PROJECT DELIVERY METHOD USING THE ANALYTICAL HIERARCHY PROCESS (AHP)

Report on SELECTING THE BEST PROJECT DELIVERY METHOD USING THE ANALYTICAL HIERARCHY PROCESS (AHP) Report on SELECTING THE BEST PROJECT DELIVERY METHOD USING THE ANALYTICAL HIERARCHY PROCESS (AHP) Prepared for Dr. Soliman Almohawis CEM 520 Construction Contracting & Administration By Abdullah S. Alzouri

More information

Comparative Analysis of FAHP and FTOPSIS Method for Evaluation of Different Domains

Comparative Analysis of FAHP and FTOPSIS Method for Evaluation of Different Domains International Journal of Research Studies in Computer Science and Engineering (IJRSCSE) August 2015, PP 58-62 ISSN 2349-4840 (Print) & ISSN 2349-4859 (Online) www.arcjournals.org Comparative Analysis of

More information

Software Resource Management Considering the Interrelation between Explicit Cost, Energy Consumption, and Implicit Cost

Software Resource Management Considering the Interrelation between Explicit Cost, Energy Consumption, and Implicit Cost MKWI 2010 IT-Ressourcenmanagement 327 Software Resource Management Considering the Interrelation between Explicit Cost, Energy Consumption, and Implicit Cost A Decision Support Model for IT Managers TEMEP,

More information

ANALYTICAL HIERARCHY PROCESS AS A TOOL FOR SELECTING AND EVALUATING PROJECTS

ANALYTICAL HIERARCHY PROCESS AS A TOOL FOR SELECTING AND EVALUATING PROJECTS ISSN 1726-4529 Int j simul model 8 (2009) 1, 16-26 Original scientific paper ANALYTICAL HIERARCHY PROCESS AS A TOOL FOR SELECTING AND EVALUATING PROJECTS Palcic, I. * & Lalic, B. ** * University of Maribor,

More information

The Most Effective Strategy to Improve Customer Satisfaction in Iranian Banks: A Fuzzy AHP Analysis

The Most Effective Strategy to Improve Customer Satisfaction in Iranian Banks: A Fuzzy AHP Analysis Journal of Business Studies Quarterly 2013, Volume 4, Number 4 ISSN 2152-1034 The Most Effective Strategy to Improve Customer Satisfaction in Iranian Banks: A Fuzzy AHP Analysis Mojtaba Alidadi, University

More information

Analytical Hierarchy Process for Higher Effectiveness of Buyer Decision Process

Analytical Hierarchy Process for Higher Effectiveness of Buyer Decision Process P a g e 2 Vol. 10 Issue 2 (Ver 1.0), April 2010 Global Journal of Management and Business Research Analytical Hierarchy Process for Higher Effectiveness of Buyer Decision Process Razia Sultana Sumi 1 Golam

More information

Quantifying energy security: An Analytic Hierarchy Process approach

Quantifying energy security: An Analytic Hierarchy Process approach ERG/200906 Quantifying energy security: An Analytic Hierarchy Process approach Larry Hughes, PhD Energy Research Group Department of Electrical and Computer Engineering Dalhousie University Halifax, Nova

More information

Analytic hierarchy process (AHP)

Analytic hierarchy process (AHP) Table of Contents The Analytic Hierarchy Process (AHP)...1/6 1 Introduction...1/6 2 Methodology...1/6 3 Process...1/6 4 Review...2/6 4.1 Evaluation of results...2/6 4.2 Experiences...3/6 4.3 Combinations...3/6

More information

Corporate Social Responsibility Program Toward Sustainability Crude Palm Oil Industry Using Analytic Hierarchy Process

Corporate Social Responsibility Program Toward Sustainability Crude Palm Oil Industry Using Analytic Hierarchy Process Corporate Social Responsibility Program Toward Sustainability Crude Palm Oil Industry Using Analytic Hierarchy Process Fuad Halimoen 1, Alvi Syahrin 2, Herman Mawengkang 3 1 Graduate School of Management,

More information

AHP approach for supplier evaluation and selection in a steel manufacturing company

AHP approach for supplier evaluation and selection in a steel manufacturing company AHP approach for supplier evaluation and selection in a steel manufacturing company Farzad Tahriri; M. Rasid Osman; Aidy Ali; Rosnah Mohd Yusuff; Alireza Esfandiary University Putra Malaysia (MALASYA)

More information

Transport Management from a Shipper s Perspective

Transport Management from a Shipper s Perspective Transport Management from a Shipper s Perspective Utilizing the Analytical Hierarchy Process to assess the shipper s transport outsourcing decision Author P.J. Marijnissen 1102214 January 8, 2009 Final

More information

Research on supply chain risk evaluation based on the core enterprise-take the pharmaceutical industry for example

Research on supply chain risk evaluation based on the core enterprise-take the pharmaceutical industry for example Available online www.jocpr.com Journal of Chemical and Pharmaceutical Research, 2014, 6(6):593-598 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Research on supply chain risk evaluation based on

More information

An analytic hierarchy process for school quality and inspection Model development and application

An analytic hierarchy process for school quality and inspection Model development and application An analytic hierarchy process for school quality and inspection Model development and application Research Office- 2015 1 Abstract Purpose - The study develops an analytic hierarchy planning (AHP) framework

More information

Use Analytic Hierarchy Process For Project Selection

Use Analytic Hierarchy Process For Project Selection P R OJECT SELECTON Use Analytic Hierarchy Process For Project Selection THE METHOD CAN ASSST STRATEGY FOCUSED ORGANZATONS N PROPERLY MANAGNG BUSNESS PROCESS MPROVEMENT PROGRAMS. By John David Kendrick

More information

Impact Assessment of the Shipping Cluster on the Greek Economy & Society

Impact Assessment of the Shipping Cluster on the Greek Economy & Society Impact Assessment of the Shipping Cluster on the Greek Economy & Society May 2013 The full study can be found at http://www.bcg.gr/media - 1 - Impact Assessment of the Shipping Cluster on the Greek Economy

More information

CHAPTER 3 IDENTIFICATION OF MOST PREFERRED KEY PERFORMANCE INDICATOR IN INDIAN CALL CENTRES

CHAPTER 3 IDENTIFICATION OF MOST PREFERRED KEY PERFORMANCE INDICATOR IN INDIAN CALL CENTRES 49 CHAPTER 3 IDENTIFICATION OF MOST PREFERRED KEY PERFORMANCE INDICATOR IN INDIAN CALL CENTRES 3.1 INTRODUCTION Key Performance Indicators (KPIs) is means for assessment of an organisations current position

More information

TOURIST HOTEL LOCATION SELECTION WITH ANALYTIC HIERARCHY PROCESS *

TOURIST HOTEL LOCATION SELECTION WITH ANALYTIC HIERARCHY PROCESS * TOURIST HOTEL LOCATION SELECTION WITH ANALYTIC HIERARCHY PROCESS * Nilsen KUNDAKÇI ESRA AYTAÇ ADALI AYŞEGÜL TUŞ IŞIK ABSTRACT Selection of tourist hotel location is a multi-criteria decision making (MCDM)

More information

Strategic Planning for the Textile and Clothing Supply Chain

Strategic Planning for the Textile and Clothing Supply Chain , July 4-6, 2012, London, U.K. Strategic Planning for the Textile and Clothing Supply Chain Deedar Hussain, Manuel Figueiredo, Anabela Tereso, and Fernando Ferreira Abstract The expansion of textile and

More information

ISAHP 2007, Viña Del Mar, Chile, August 3, 2007

ISAHP 2007, Viña Del Mar, Chile, August 3, 2007 ISAHP 2007, Viña Del Mar, Chile, August 3, 2007 Key Performance Indicators Measurement Model Based on Analytic Hierarchy Process and Trend-Comparative Dimension in Higher Education Institution Kadarsah

More information

Petroleum Supply Chain Risk Analysis in a Multinational Oil Firm in Nigeria

Petroleum Supply Chain Risk Analysis in a Multinational Oil Firm in Nigeria Petroleum Supply Chain Analysis in a Multinational Oil Firm in Nigeria Chris I. Enyinda Alabama A & M University Charles Briggs Southern University at New Orleans Emmanuel Obuah Alabama A & M University

More information

An Evaluation Model for Determining Insurance Policy Using AHP and Fuzzy Logic: Case Studies of Life and Annuity Insurances

An Evaluation Model for Determining Insurance Policy Using AHP and Fuzzy Logic: Case Studies of Life and Annuity Insurances Proceedings of the 8th WSEAS International Conference on Fuzzy Systems, Vancouver, British Columbia, Canada, June 19-21, 2007 126 An Evaluation Model for Determining Insurance Policy Using AHP and Fuzzy

More information

Performance Management for Inter-organization Information Systems Performance: Using the Balanced Scorecard and the Fuzzy Analytic Hierarchy Process

Performance Management for Inter-organization Information Systems Performance: Using the Balanced Scorecard and the Fuzzy Analytic Hierarchy Process Performance Management for Inter-organization Information Systems Performance: Using the Balanced Scorecard and the Fuzzy Analytic Hierarchy Process Y. H. Liang Department of Information Management, I-SHOU

More information

THE SELECTION OF BRIDGE MATERIALS UTILIZING THE ANALYTICAL HIERARCHY PROCESS

THE SELECTION OF BRIDGE MATERIALS UTILIZING THE ANALYTICAL HIERARCHY PROCESS THE SELECTION OF BRIDGE MATERIALS UTILIZING THE ANALYTICAL HIERARCHY PROCESS Robert L. Smith Assistant Professor/Extension Specialist, Virginia Tech Robert J. Bush Associate Professor, Virginia Tech and

More information

Supplier Evaluation and Selection by Using The Analytic Hierarchy Process Approach

Supplier Evaluation and Selection by Using The Analytic Hierarchy Process Approach Engineering Management Field Project Supplier Evaluation and Selection by Using The Analytic Hierarchy Process Approach By Yaser N. Alsuwehri Fall Semester, 2011 An EMGT Field Project report submitted

More information

Green issues in the supply chain management training

Green issues in the supply chain management training Green issues in the supply chain management training Claudemir Leif Tramarico, Valério Antonio Pamplona Salomon e Fernando Augusto Silva UNESP, Guaratingueta Objectives The purpose of the present article

More information

Capacity planning for fossil fuel and renewable energy resources power plants

Capacity planning for fossil fuel and renewable energy resources power plants Capacity planning for fossil fuel and renewable energy resources power plants S. F. Ghaderi *,Reza Tanha ** Ahmad Karimi *** *,** Research Institute of Energy Management and Planning and Department of

More information

Aircraft Selection Using Analytic Network Process: A Case for Turkish Airlines

Aircraft Selection Using Analytic Network Process: A Case for Turkish Airlines Proceedings of the World Congress on Engineering 211 Vol II WCE 211, July 6-8, 211, London, U.K. Aircraft Selection Using Analytic Network Process: A Case for Turkish Airlines Yavuz Ozdemir, Huseyin Basligil,

More information

USING THE ANALYTIC HIERARCHY PROCESS (AHP) TO SELECT AND PRIORITIZE PROJECTS IN A PORTFOLIO

USING THE ANALYTIC HIERARCHY PROCESS (AHP) TO SELECT AND PRIORITIZE PROJECTS IN A PORTFOLIO USING THE ANALYTIC HIERARCHY PROCESS (AHP) TO SELECT AND PRIORIZE PROJECTS IN A PORTFOLIO Ricardo Viana Vargas, MSc, IPMA-B, PMP Professor Fundação Getúlio Vargas (FGV) Brasil Professor Fundação Instituto

More information

Joint Offshore Business Development: What are the Implications?

Joint Offshore Business Development: What are the Implications? K LINE OFFSHORE AS PRESENTATION K LINE OFFSHORE AS PRESENTATION Joint Offshore Business Development: What are the Implications? Maritime Offshore Technology Seminar Tokyo, 2 nd November 2012 Tomoyuki Okawa

More information

Using Analytic Hierarchy Process (AHP) Method to Prioritise Human Resources in Substitution Problem

Using Analytic Hierarchy Process (AHP) Method to Prioritise Human Resources in Substitution Problem Using Analytic Hierarchy Process (AHP) Method to Raymond Ho-Leung TSOI Software Quality Institute Griffith University *Email:hltsoi@hotmail.com Abstract In general, software project development is often

More information

QoS EVALUATION OF CLOUD SERVICE ARCHITECTURE BASED ON ANP

QoS EVALUATION OF CLOUD SERVICE ARCHITECTURE BASED ON ANP QoS EVALUATION OF CLOUD SERVICE ARCHITECTURE BASED ON ANP Mingzhe Wang School of Automation Huazhong University of Science and Technology Wuhan 430074, P.R.China E-mail: mingzhew@gmail.com Yu Liu School

More information

Method for route selection of transcontinental natural gas pipelines

Method for route selection of transcontinental natural gas pipelines Method for route selection of transcontinental natural gas pipelines Fotios G. Thomaidis 1 National and Kapodistrian University of Athens Department of Informatics and Telecommunications fthom@kepa.uoa.gr

More information

Journal of Chemical and Pharmaceutical Research, 2014, 6(3):34-39. Research Article. Analysis of results of CET 4 & CET 6 Based on AHP

Journal of Chemical and Pharmaceutical Research, 2014, 6(3):34-39. Research Article. Analysis of results of CET 4 & CET 6 Based on AHP Available online www.jocpr.com Journal of Chemical and Pharmaceutical Research, 2014, 6(3):34-39 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Analysis of results of CET 4 & CET 6 Based on AHP

More information

Available online at www.sciencedirect.com. ScienceDirect. Procedia CIRP 17 (2014 ) 628 634. Madani Alomar*, Zbigniew J. Pasek

Available online at www.sciencedirect.com. ScienceDirect. Procedia CIRP 17 (2014 ) 628 634. Madani Alomar*, Zbigniew J. Pasek Available online at www.sciencedirect.com ScienceDirect Procedia CIRP 17 (2014 ) 628 634 Variety Management in Manufacturing. Proceedings of the 47th CIRP Conference on Manufacturing Systems Linking supply

More information

Approaches to Qualitative Evaluation of the Software Quality Attributes: Overview

Approaches to Qualitative Evaluation of the Software Quality Attributes: Overview 4th International Conference on Software Methodologies, Tools and Techniques Approaches to Qualitative Evaluation of the Software Quality Attributes: Overview Presented by: Denis Kozlov Department of Computer

More information

Evaluation of educational open-source software using multicriteria decision analysis methods

Evaluation of educational open-source software using multicriteria decision analysis methods 1 Evaluation of educational open-source software using multicriteria decision analysis methods Georgia Paschalidou 1, Nikolaos Vesyropoulos 1, Vassilis Kostoglou 2, Emmanouil Stiakakis 1 and Christos K.

More information

Risk Assessment of Petroleum Pipelines using a combined Analytical Hierarchy Process - Fault Tree Analysis (AHP-FTA)

Risk Assessment of Petroleum Pipelines using a combined Analytical Hierarchy Process - Fault Tree Analysis (AHP-FTA) Risk Assessment of Petroleum Pipelines using a combined Analytical Hierarchy Process - Fault Tree Analysis (AHP-FTA) Alex. W. Dawotola, P.H.A.J.M van Gelder, J.K Vrijling Faculty of Civil Engineering and

More information

The Analytic Hierarchy Process as a Decision-Support System in the Housing Sector: A Case Study

The Analytic Hierarchy Process as a Decision-Support System in the Housing Sector: A Case Study World Applied Sciences Journal 3 (4): 609-613, 2008 ISSN 1818-4952 IDOSI Publications, 2008 The Analytic Hierarchy Process as a Decision-Support System in the Housing Sector: A Case Study 1 2 3 Krupesh

More information

Japanese Shipping and Challenges for the Shipping Industry

Japanese Shipping and Challenges for the Shipping Industry Japanese Shipping and Challenges for the Shipping Industry Hiroyuki Maekawa President Japanese Shipowners Association INTERTANKO Annual Tanker Event 2009 14 May 2009, Tokyo Contents 1. Japanese Shipping

More information

Application of the Multi Criteria Decision Making Methods for Project Selection

Application of the Multi Criteria Decision Making Methods for Project Selection Universal Journal of Management 3(1): 15-20, 2015 DOI: 10.13189/ujm.2015.030103 http://www.hrpub.org Application of the Multi Criteria Decision Making Methods for Project Selection Prapawan Pangsri Faculty

More information

RANKING REFACTORING PATTERNS USING THE ANALYTICAL HIERARCHY PROCESS

RANKING REFACTORING PATTERNS USING THE ANALYTICAL HIERARCHY PROCESS RANKING REFACTORING PATTERNS USING THE ANALYTICAL HIERARCHY PROCESS Eduardo Piveta 1, Ana Morra 2, Maelo Penta 1 João Araújo 2, Pedro Guerrro 3, R. Tom Price 1 1 Instituto de Informática, Universidade

More information

Towards a Decision Making Framework for Model Transformation Languages. Soroosh Nalchigar soroosh@cs.toronto.edu

Towards a Decision Making Framework for Model Transformation Languages. Soroosh Nalchigar soroosh@cs.toronto.edu Towards a Decision Making Framework for Model Transformation Languages Soroosh Nalchigar soroosh@cs.toronto.edu Outline Introduction Research problem Proposed solution Application (3 scenarios) Where to

More information

Copyright: Univan Ship Management Ltd.

Copyright: Univan Ship Management Ltd. Outsourcing Ship Management Should Owners Do It? Technical management may be : An in-house function for a Ship Owner OR Out-sourced to a third-party Ship Manager. The Owner s Musts : 1. Anticipate operating

More information

Decision making in ITSM processes risk assessment

Decision making in ITSM processes risk assessment Decision making in ITSM processes risk assessment V Grekul*, N Korovkina, K Korneva National Research University Higher School of Economics, 20 Myasnitskaya Ulitsa, Moscow, 101000, Russia * Corresponding

More information

Supplier Performance Criteria

Supplier Performance Criteria Supplier Performance Criteria The Case of SME s in Former Yugoslavian Republic of Macedonia (FYROM) Fotis Missopoulos, Shpend Imeri, Ioanna Chacha International Conference for Entrepreneurship, Innovation

More information

Proposing an approach for evaluating e-learning by integrating critical success factor and fuzzy AHP

Proposing an approach for evaluating e-learning by integrating critical success factor and fuzzy AHP 2011 International Conference on Innovation, Management and Service IPEDR vol.14(2011) (2011) IACSIT Press, Singapore Proposing an approach for evaluating e-learning by integrating critical success factor

More information

Maintainability Estimation of Component Based Software Development Using Fuzzy AHP

Maintainability Estimation of Component Based Software Development Using Fuzzy AHP International journal of Emerging Trends in Science and Technology Maintainability Estimation of Component Based Software Development Using Fuzzy AHP Author Sengar Dipti School of Computing Science, Galgotias

More information

ShipTek 2009 Conference IT Revolution in Maritime Industry

ShipTek 2009 Conference IT Revolution in Maritime Industry ShipTek 2009 Conference IT Revolution in Maritime Industry The impact of Managed Services on existing business process boundaries ShipTek 2009 Conference IT Revolution in Maritime Industry Gino Fiore Singapore

More information

New BWT technology development. Investment cost,, financing and charter parties

New BWT technology development. Investment cost,, financing and charter parties Which technology for which ship? What is going to happen on the regulatory side? New BWT technology development Fleet implementation plan - timing Vessel s operation profile and manning Availability of

More information

A Development of the Effectiveness Evaluation Model for Agile Software Development using the Balanced Scorecard

A Development of the Effectiveness Evaluation Model for Agile Software Development using the Balanced Scorecard , March 13-15, 2013, Hong Kong A Development of the Effectiveness Evaluation Model for Agile Development using the Balanced Scorecard Sunisa Atiwithayaporn 1, Wanchai Rivepiboon 2 Abstract Most of standard

More information

APPLICATION OF ANALYTIC HIERARCHY PROCESS METHOD IN THE EVALUATION OF MANAGERS OF INDUSTRIAL ENTERPRISES IN SLOVAKIA

APPLICATION OF ANALYTIC HIERARCHY PROCESS METHOD IN THE EVALUATION OF MANAGERS OF INDUSTRIAL ENTERPRISES IN SLOVAKIA Trendy v podnikání, 5(3) 28-35 The Author(s) 2015 ISSN 1805-0603 Publisher: UWB in Pilsen http://www.fek.zcu.cz/tvp/ APPLICATION OF ANALYTIC HIERARCHY PROCESS METHOD IN THE EVALUATION OF MANAGERS OF INDUSTRIAL

More information

Cellular Manufacturing Layout Design and Selection: A Case Study of Electronic Manufacturing Service Plant

Cellular Manufacturing Layout Design and Selection: A Case Study of Electronic Manufacturing Service Plant Cellular Manufacturing Layout Design and Selection: A Case Study of Electronic Manufacturing Service Plant Nittaya Ngampak and Busaba Phruksaphanrat Abstract In this research, cellular manufacturing layout

More information

Application of Analytical Hierarchy Process (AHP) in productivity of costs of Quality

Application of Analytical Hierarchy Process (AHP) in productivity of costs of Quality Technical Journal of Engineering and Applied Sciences Available online at www.tjeas.com 2015 TJEAS Journal-2015-5-S/184-189 ISSN 2051-0853 2015 TJEAS Application of Analytical Hierarchy Process (AHP) in

More information

ICT investment trends in Brazil. Enterprise ICT spending patterns through to the end of 2015 May 2014

ICT investment trends in Brazil. Enterprise ICT spending patterns through to the end of 2015 May 2014 ICT investment trends in Brazil Enterprise ICT spending patterns through to the end of 2015 May 2014 1 Trends in ICT budgets 1.1 Summary This report presents the findings from a survey of Brazilian enterprises

More information

Study of data structure and algorithm design teaching reform based on CDIO model

Study of data structure and algorithm design teaching reform based on CDIO model Study of data structure and algorithm design teaching reform based on CDIO model Li tongyan, Fu lin (Chengdu University of Information Technology, 610225, China) ABSTRACT CDIO is a new and innovative engineering

More information

How To Manage An In House Legal Team

How To Manage An In House Legal Team December 2014 A Guide for General Counsel Structuring your legal team contents: THE TEAM 03 THE STRUCTURE 04 RISK AND COMPLIANCE 07 LEVEL AND NATURE OF OUTSOURCING 08 FUNCTIONS 09 SUPPORT SERVICES 10 CONCLUSION

More information

Dr J B Yang and Mr M Sonmez, Manchester School of Management, UMIST, Manchester, M60 1QD Tel: 0161 200 3427 E-mail: jian-bo.yang@umist.ac.

Dr J B Yang and Mr M Sonmez, Manchester School of Management, UMIST, Manchester, M60 1QD Tel: 0161 200 3427 E-mail: jian-bo.yang@umist.ac. An Evidential Reasoning Approach to Contractor Evaluation in the Military Aircraft Sector Authors Dr G Graham 1, Business School, University of Salford, Salford, M5 4WT. Tel: 0161 295 5336 E-mail: g.graham@business.salford.ac.uk

More information

An Evaluation of Strategic Networking Equipments Using. AHP(Analytic Hierarchy Process)

An Evaluation of Strategic Networking Equipments Using. AHP(Analytic Hierarchy Process) An Evaluation of Strategic Networking Equipments Using AHP(Analytic Hierarchy Process) DaeKyeong Nam, Juseong Kim bnco@etri.re.kr, juskim@etri.re.kr Abstract We analyze the evaluation of strategic networking

More information

Applying Analytic Hierarchy Process in Firm's Overall Performance Evaluation: A Case Study in China

Applying Analytic Hierarchy Process in Firm's Overall Performance Evaluation: A Case Study in China INTERNATIONAL JOURNAL OF BUSINESS, 7(1), 2002 ISSN:1083-4346 Applying Analytic Hierarchy Process in Firm's Overall Performance Evaluation: A Case Study in China Jiaqin ang a and Ping Shi a a Department

More information

Development of Virtual Lab System through Application of Fuzzy Analytic Hierarchy Process

Development of Virtual Lab System through Application of Fuzzy Analytic Hierarchy Process Development of Virtual Lab System through Application of Fuzzy Analytic Hierarchy Process Chun Yong Chong, Sai Peck Lee, Teck Chaw Ling Faculty of Computer Science and Information Technology, University

More information

Framework of Measuring Key Performance Indicators for Decision Support in Higher Education Institution

Framework of Measuring Key Performance Indicators for Decision Support in Higher Education Institution Journal of Applied Sciences Research, 3(12): 1689-1695, 2007 2007, INSInet Publication Framework of Measuring Key Performance Indicators for Decision Support in Higher Education Institution Kadarsah Suryadi

More information

Analytic hierarchy process to assess and optimize distribution network

Analytic hierarchy process to assess and optimize distribution network Available online at www.sciencedirect.com Applied Mathematics and Computation 202 (2008) 256 265 www.elsevier.com/locate/amc Analytic hierarchy process to assess and optimize distribution network Mithun

More information

Skibsteknisk selskab 2013

Skibsteknisk selskab 2013 Skibsteknisk selskab 2013 Theme of today! International Ship management Challenges Opportunities Expansion Requirements to the preferred Ship Manager 2 THOME Introduction Stig Holm (51) Marine engineer

More information

A Review of Risk Management for Information Systems Outsourcing

A Review of Risk Management for Information Systems Outsourcing International Journal of Business, Humanities and Technology Vol. 5, No. 4; August 2015 A Review of Risk Management for Information Systems Outsourcing Philbert Nduwimfura Glorious Sun School of Business

More information