nazri engku - Academia.edu (original) (raw)

Papers by nazri engku

Research paper thumbnail of The Library Supply Chain Model: A Brief Review

International Journal of Supply Chain Management, 2019

The focus of this paper is to review previous works on library supply chain model towards recomme... more The focus of this paper is to review previous works on library supply chain model towards recommendations for a framework on how to construct a library supply chain model. Thus, the aspects that relate to the objective of how to model the library supply chain were reviewed. These include all the important literature to support the required information for the library supply chain model such as the members/entities of a library supply chain model, the structural dimensions of a library chain network, and the different types of process links across a library supply chain. Finally, we also described several specific studies involving specific entities inside the library supply chain.

Research paper thumbnail of Framework for an academic/university library’s collection’s budget allocation and purchasing model

The objective of this paper is to establish a framework for budget allocation and purchasing mode... more The objective of this paper is to establish a framework for budget allocation and purchasing model for the university academic libraries. The proposed framework is a modification of the earlier model introduced by Engku Abu Bakar, Rahman and Yusof (2011). The framework consists of three models. The first model, Model A, is an LP model to maximize the total budget allocated to all the academic faculties/schools in the university subject to various factors such as total faculty members, total undergraduate student population, total postgraduate student population, age of programs, number of programs, total service course slots, total distance learning students, and total non-academic staff in the faculties/schools. The second model, Model B, is also an LP model to maximize the total budget allocated to all the academic departments within a faculty/school in the university, subject to the amount allocated for the school which is obtained from the optimal result of Model C and used the ...

Research paper thumbnail of Proses hierarki analitik dalam proses penilaian pelajar cemerlang

Analisis, 2003

This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosin... more This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosing the best graduating student to be awarded for academic excellence during the university convocation. A total of six criteria have been identified to guide the ...

Research paper thumbnail of Career Development Strategies Among Uum Graduate Employees

Career development and …, 2005

The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide... more The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide economic decline, and the escalation in global tension and terrorism combined to produce an economic decline and significant employment reductions resulting in a chaotic ...

Research paper thumbnail of How to Measure Heuristic Performance Consistency

European Journal of Scientific Research, 2010

We apply reliability analysis techniques to measure the performance consistency of Simulated Anne... more We apply reliability analysis techniques to measure the performance consistency of Simulated Annealing and Tabu Search for solving a symmetric travelling salesperson problem. In this study, we attempt to determine whether the performance of heuristics is reliable and ...

Research paper thumbnail of Optimal budget allocation for university research and publication agenda through integer programming

Article history: Received 10 June 2017 Received in revised form 22 August 2017 Accepted 2 Septemb... more Article history: Received 10 June 2017 Received in revised form 22 August 2017 Accepted 2 September 2017 Available online 20 September 2017 For the past few years, government-funded universities in Malaysia faced an uphill battle to strategize their management budget due to significant budget cut by the Malaysian Government. One portion of the budget will be spent towards achieving the key performance indicators (KPIs) set by the universities to achieve their annual targets. Unfortunately, some universities set up their specific strategies to achieve the KPIs without ample consideration to the limited available resources where less attention is channeled to the cost of achieving the KPIs. Setting priorities and making decisions on allocation and reallocation of resources based on the direction of the strategies must be executed with transparency and accountability and will be of great importance. In this paper we illustrate how integer programming was applied to allocate budget base...

Research paper thumbnail of Credit scoring models: techniques and issues

This paper presents a brief review on the current available techniques for credit scoring model, ... more This paper presents a brief review on the current available techniques for credit scoring model, namely the statistical-based models and the artificial intelligence/machine learning- based models. It is then followed by the suggestions on how to revise the credit scoring model that is currently being adopted by any credit risk management, if revision is needed. The revision of the model involves the selection of criteria to be included as well as the weights to be given for the criteria. Some potential techniques in selecting the criteria and determining the weights for the selected criteria are also discussed.

Research paper thumbnail of Predictors of academic achievement in Information Technology

Computers are clearly increasing in importance in Malaysia society and educational institutions. ... more Computers are clearly increasing in importance in Malaysia society and educational institutions. As a result of the increased awareness of computers and its impact on society. Information Technology (IT) and other computer studies courses have rapidly become established as part of the curriculum in most universities from all around the world.

Research paper thumbnail of Decision science techniques in higher education administration

This paper describes three actual applications of decision science techniques in solving educatio... more This paper describes three actual applications of decision science techniques in solving education and administration problems at Universiti Utara Malaysia. They are the assignment of group projects to students, the determination of the most suitable candidate for student excellence award, and budget allocation for student activities. For each application, the problem environment is given followed by the description of the technique used to solve the problem. It is hoped that with these simple illustrations those who are unfamiliar with decision science will be aware of its great potential in solving managerial problems.

Research paper thumbnail of Identifying solution alternatives to curb employee absenteeism using analytic hierarchy process

This paper reports the findings of a survey analysis done to identify reasons for absenteeism and... more This paper reports the findings of a survey analysis done to identify reasons for absenteeism and suitable remedial mechanisms to curb absenteeism among employees at an organization.Eight criteria that mostly influence employee absenteeism were selected from fifteen criteria obtained through a survey involving twelve employees with highest absenteeism record.In addition, five remedial mechanisms to curb the problem were identified.The final decision on the remedial mechanism believed to be most suitable and efficient in curbing the absenteeism problem was determined using analytic hierarchy process.The findings revealed that uninteresting work, illness and job stress are three top contributors to employee absenteeism while the top three alternatives to curb this problem are through staff recognition, attendance financial bonus, and counseling.

Research paper thumbnail of Maximizing the utilization of Universiti Utara Malaysia's executive development center through proper supply chain

This study proposes a supply chain model for the Excecutive Development Center of Universiti Utar... more This study proposes a supply chain model for the Excecutive Development Center of Universiti Utara Malaysia (EDC-UUM) to enhance the usability and the visibility of EDC-UUM, thus increasing the demand for EDC-UUM services and indirectly, the profit as well.Specifically, this study embarks on two objectives which are to determine the resources available and opportunities that can be grabbed to strengthen the functions and usability of EDC-UUM and to develop a supply chain model for EDC-UUM that will incorporate all the resources and opportunities so that the demand for and the utilization of the training/seminar rooms and hotel rooms can be increased.To achieve the first objective, a SWOT analysis is conducted by assessing the current practice and future plans of EDC-UUM.The second objective is achieved by studying the characteristic of a hotel supply chain, and then maps the supply chain to suit the characteristics of EDC-UUM. In this report, the supply chain model focuses only on the first and second tier for EDC-UUM's product development that directly involves the use of local commu-nity members.

Research paper thumbnail of Application of Choquet integral in solving multi-attribute decision making problems

SPIE Proceedings, 2011

Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) p... more Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) problems where the performance values of each choice will be composed into single score. Based on these final scores, the decision maker (DM) will make the decision ...

Research paper thumbnail of A pre-evaluation step towards a guaranteed consistent AHP-based pairwise comparison

Reports by various researchers show that ensuring pairwise comparison consistency is one of the m... more Reports by various researchers show that ensuring pairwise comparison consistency is one of the main issues when applying analytic hierarchy process (AHP) in a decision making activity. Normally, in the case where inconsistencies are found, the evaluators might have to redo the pairwise comparisons, hence, disturbing the original preference.In this paper, we proposed an evaluation step prior to conducting the pairwise comparison in order to eliminate inconsistent comparisons.The evaluation step involves the rating of importance of criteria using a scale of 1- 9 whereby 1 represents least important while 9 represents extremely important.The resulted ratings are then used as a guide to construct the AHP-pairwise comparison matrix by using certain simple algorithm that is also proposed in this paper.Once the pairwise comparison matrix is obtained, the weights of criteria can be calculated using the existing AHP-technique. Seven different experiments involving 1000 simulated pairwise co...

Research paper thumbnail of Competitive Benchmarking of Universiti Utara Malaysia’s Performance Against the Performance of Selected Malaysian Universities

International Journal of Process Management and Benchmarking, 2020

Research paper thumbnail of The Library Supply Chain Model: A Brief Review

International Journal of Supply Chain Management (IJSCM), 2019

The focus of this paper is to review previous works on library supply chain model towards recomme... more The focus of this paper is to review previous works on library supply chain model towards recommendations for a framework on how to construct a library supply chain model. Thus, the aspects that relate to the objective of how to model the library supply chain were reviewed. These include all the important literature to support the required information for the library supply chain model such as the members/entities of a library supply chain model, the structural dimensions of a library chain network, and the different types of process links across a library supply chain. Finally, we also described several specific studies involving specific entities inside the library supply chain. This study aims to do critical review of library’s management and library supply chain. This study also highlights the functions and components that needs to enhance the library supply chain management. Finally, we analysis the library supply chain models to do excellent library management facility.

Research paper thumbnail of Classification of heuristic techniques for performance comparisons

In this paper we proposed an enhanced classification of heuristics and developed a unified heuris... more In this paper we proposed an enhanced classification of heuristics and developed a unified heuristic classifying scheme and templates for future researchers to conduct a fair heuristic performance. The process involved a thorough diagnostic of the proposed heuristic classification schemes in order to find unique characteristics that can assist us to distinguish each heuristic. We started by carrying out a survey of the heuristic classification schemes and templates previously proposed in the literature. We discovered that most of heuristic classifying schemes and templates proposed in the literature looked at individual heuristic class without integrating together all the classes of heuristics, thus justifying the need for a unified heuristic classifying scheme and templates. We also discovered some common interlinked and interrelated templates of classifying heuristics within which sub-templates were identified. The major challenge in classifying heuristics is basically on discover...

Research paper thumbnail of Optimization of manpower: a linear programming approach

Abstract: The ability to identify and predict future needs of an organization is very important. ... more Abstract: The ability to identify and predict future needs of an organization is very important. Studying and understanding current pattern of scheduling manpower and its requirements will enable human resource manager to outline strategies to allocate sufficient manpower ...

Research paper thumbnail of Career Development Strategies Among UUM Graduate Employees

The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide... more The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide economic decline, and the escalation in global tension and terrorism combined to produce an economic decline and significant employment reductions resulting in a chaotic ...

Research paper thumbnail of Application of Choquet integral in solving multi-attribute decision making problems

Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) p... more Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) problems where the performance values of each choice will be composed into single score. Based on these final scores, the decision maker (DM) will make the decision ...

Research paper thumbnail of Proses hierarki analitik dalam proses penilaian pelajar cemerlang

Abstract This study discusses how Analytic Hierarchy Process in applied to help decision makers i... more Abstract This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosing the best graduating student to be awarded for academic excellence during the university convocation. A total of six criteria have been identified to guide the ...

Research paper thumbnail of The Library Supply Chain Model: A Brief Review

International Journal of Supply Chain Management, 2019

The focus of this paper is to review previous works on library supply chain model towards recomme... more The focus of this paper is to review previous works on library supply chain model towards recommendations for a framework on how to construct a library supply chain model. Thus, the aspects that relate to the objective of how to model the library supply chain were reviewed. These include all the important literature to support the required information for the library supply chain model such as the members/entities of a library supply chain model, the structural dimensions of a library chain network, and the different types of process links across a library supply chain. Finally, we also described several specific studies involving specific entities inside the library supply chain.

Research paper thumbnail of Framework for an academic/university library’s collection’s budget allocation and purchasing model

The objective of this paper is to establish a framework for budget allocation and purchasing mode... more The objective of this paper is to establish a framework for budget allocation and purchasing model for the university academic libraries. The proposed framework is a modification of the earlier model introduced by Engku Abu Bakar, Rahman and Yusof (2011). The framework consists of three models. The first model, Model A, is an LP model to maximize the total budget allocated to all the academic faculties/schools in the university subject to various factors such as total faculty members, total undergraduate student population, total postgraduate student population, age of programs, number of programs, total service course slots, total distance learning students, and total non-academic staff in the faculties/schools. The second model, Model B, is also an LP model to maximize the total budget allocated to all the academic departments within a faculty/school in the university, subject to the amount allocated for the school which is obtained from the optimal result of Model C and used the ...

Research paper thumbnail of Proses hierarki analitik dalam proses penilaian pelajar cemerlang

Analisis, 2003

This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosin... more This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosing the best graduating student to be awarded for academic excellence during the university convocation. A total of six criteria have been identified to guide the ...

Research paper thumbnail of Career Development Strategies Among Uum Graduate Employees

Career development and …, 2005

The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide... more The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide economic decline, and the escalation in global tension and terrorism combined to produce an economic decline and significant employment reductions resulting in a chaotic ...

Research paper thumbnail of How to Measure Heuristic Performance Consistency

European Journal of Scientific Research, 2010

We apply reliability analysis techniques to measure the performance consistency of Simulated Anne... more We apply reliability analysis techniques to measure the performance consistency of Simulated Annealing and Tabu Search for solving a symmetric travelling salesperson problem. In this study, we attempt to determine whether the performance of heuristics is reliable and ...

Research paper thumbnail of Optimal budget allocation for university research and publication agenda through integer programming

Article history: Received 10 June 2017 Received in revised form 22 August 2017 Accepted 2 Septemb... more Article history: Received 10 June 2017 Received in revised form 22 August 2017 Accepted 2 September 2017 Available online 20 September 2017 For the past few years, government-funded universities in Malaysia faced an uphill battle to strategize their management budget due to significant budget cut by the Malaysian Government. One portion of the budget will be spent towards achieving the key performance indicators (KPIs) set by the universities to achieve their annual targets. Unfortunately, some universities set up their specific strategies to achieve the KPIs without ample consideration to the limited available resources where less attention is channeled to the cost of achieving the KPIs. Setting priorities and making decisions on allocation and reallocation of resources based on the direction of the strategies must be executed with transparency and accountability and will be of great importance. In this paper we illustrate how integer programming was applied to allocate budget base...

Research paper thumbnail of Credit scoring models: techniques and issues

This paper presents a brief review on the current available techniques for credit scoring model, ... more This paper presents a brief review on the current available techniques for credit scoring model, namely the statistical-based models and the artificial intelligence/machine learning- based models. It is then followed by the suggestions on how to revise the credit scoring model that is currently being adopted by any credit risk management, if revision is needed. The revision of the model involves the selection of criteria to be included as well as the weights to be given for the criteria. Some potential techniques in selecting the criteria and determining the weights for the selected criteria are also discussed.

Research paper thumbnail of Predictors of academic achievement in Information Technology

Computers are clearly increasing in importance in Malaysia society and educational institutions. ... more Computers are clearly increasing in importance in Malaysia society and educational institutions. As a result of the increased awareness of computers and its impact on society. Information Technology (IT) and other computer studies courses have rapidly become established as part of the curriculum in most universities from all around the world.

Research paper thumbnail of Decision science techniques in higher education administration

This paper describes three actual applications of decision science techniques in solving educatio... more This paper describes three actual applications of decision science techniques in solving education and administration problems at Universiti Utara Malaysia. They are the assignment of group projects to students, the determination of the most suitable candidate for student excellence award, and budget allocation for student activities. For each application, the problem environment is given followed by the description of the technique used to solve the problem. It is hoped that with these simple illustrations those who are unfamiliar with decision science will be aware of its great potential in solving managerial problems.

Research paper thumbnail of Identifying solution alternatives to curb employee absenteeism using analytic hierarchy process

This paper reports the findings of a survey analysis done to identify reasons for absenteeism and... more This paper reports the findings of a survey analysis done to identify reasons for absenteeism and suitable remedial mechanisms to curb absenteeism among employees at an organization.Eight criteria that mostly influence employee absenteeism were selected from fifteen criteria obtained through a survey involving twelve employees with highest absenteeism record.In addition, five remedial mechanisms to curb the problem were identified.The final decision on the remedial mechanism believed to be most suitable and efficient in curbing the absenteeism problem was determined using analytic hierarchy process.The findings revealed that uninteresting work, illness and job stress are three top contributors to employee absenteeism while the top three alternatives to curb this problem are through staff recognition, attendance financial bonus, and counseling.

Research paper thumbnail of Maximizing the utilization of Universiti Utara Malaysia's executive development center through proper supply chain

This study proposes a supply chain model for the Excecutive Development Center of Universiti Utar... more This study proposes a supply chain model for the Excecutive Development Center of Universiti Utara Malaysia (EDC-UUM) to enhance the usability and the visibility of EDC-UUM, thus increasing the demand for EDC-UUM services and indirectly, the profit as well.Specifically, this study embarks on two objectives which are to determine the resources available and opportunities that can be grabbed to strengthen the functions and usability of EDC-UUM and to develop a supply chain model for EDC-UUM that will incorporate all the resources and opportunities so that the demand for and the utilization of the training/seminar rooms and hotel rooms can be increased.To achieve the first objective, a SWOT analysis is conducted by assessing the current practice and future plans of EDC-UUM.The second objective is achieved by studying the characteristic of a hotel supply chain, and then maps the supply chain to suit the characteristics of EDC-UUM. In this report, the supply chain model focuses only on the first and second tier for EDC-UUM's product development that directly involves the use of local commu-nity members.

Research paper thumbnail of Application of Choquet integral in solving multi-attribute decision making problems

SPIE Proceedings, 2011

Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) p... more Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) problems where the performance values of each choice will be composed into single score. Based on these final scores, the decision maker (DM) will make the decision ...

Research paper thumbnail of A pre-evaluation step towards a guaranteed consistent AHP-based pairwise comparison

Reports by various researchers show that ensuring pairwise comparison consistency is one of the m... more Reports by various researchers show that ensuring pairwise comparison consistency is one of the main issues when applying analytic hierarchy process (AHP) in a decision making activity. Normally, in the case where inconsistencies are found, the evaluators might have to redo the pairwise comparisons, hence, disturbing the original preference.In this paper, we proposed an evaluation step prior to conducting the pairwise comparison in order to eliminate inconsistent comparisons.The evaluation step involves the rating of importance of criteria using a scale of 1- 9 whereby 1 represents least important while 9 represents extremely important.The resulted ratings are then used as a guide to construct the AHP-pairwise comparison matrix by using certain simple algorithm that is also proposed in this paper.Once the pairwise comparison matrix is obtained, the weights of criteria can be calculated using the existing AHP-technique. Seven different experiments involving 1000 simulated pairwise co...

Research paper thumbnail of Competitive Benchmarking of Universiti Utara Malaysia’s Performance Against the Performance of Selected Malaysian Universities

International Journal of Process Management and Benchmarking, 2020

Research paper thumbnail of The Library Supply Chain Model: A Brief Review

International Journal of Supply Chain Management (IJSCM), 2019

The focus of this paper is to review previous works on library supply chain model towards recomme... more The focus of this paper is to review previous works on library supply chain model towards recommendations for a framework on how to construct a library supply chain model. Thus, the aspects that relate to the objective of how to model the library supply chain were reviewed. These include all the important literature to support the required information for the library supply chain model such as the members/entities of a library supply chain model, the structural dimensions of a library chain network, and the different types of process links across a library supply chain. Finally, we also described several specific studies involving specific entities inside the library supply chain. This study aims to do critical review of library’s management and library supply chain. This study also highlights the functions and components that needs to enhance the library supply chain management. Finally, we analysis the library supply chain models to do excellent library management facility.

Research paper thumbnail of Classification of heuristic techniques for performance comparisons

In this paper we proposed an enhanced classification of heuristics and developed a unified heuris... more In this paper we proposed an enhanced classification of heuristics and developed a unified heuristic classifying scheme and templates for future researchers to conduct a fair heuristic performance. The process involved a thorough diagnostic of the proposed heuristic classification schemes in order to find unique characteristics that can assist us to distinguish each heuristic. We started by carrying out a survey of the heuristic classification schemes and templates previously proposed in the literature. We discovered that most of heuristic classifying schemes and templates proposed in the literature looked at individual heuristic class without integrating together all the classes of heuristics, thus justifying the need for a unified heuristic classifying scheme and templates. We also discovered some common interlinked and interrelated templates of classifying heuristics within which sub-templates were identified. The major challenge in classifying heuristics is basically on discover...

Research paper thumbnail of Optimization of manpower: a linear programming approach

Abstract: The ability to identify and predict future needs of an organization is very important. ... more Abstract: The ability to identify and predict future needs of an organization is very important. Studying and understanding current pattern of scheduling manpower and its requirements will enable human resource manager to outline strategies to allocate sufficient manpower ...

Research paper thumbnail of Career Development Strategies Among UUM Graduate Employees

The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide... more The 21st century sees factors such as the global outsourcing of knowledge jobs, a major worldwide economic decline, and the escalation in global tension and terrorism combined to produce an economic decline and significant employment reductions resulting in a chaotic ...

Research paper thumbnail of Application of Choquet integral in solving multi-attribute decision making problems

Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) p... more Aggregation is one of the imperative phases in solving a multi-attribute decision making (MADM) problems where the performance values of each choice will be composed into single score. Based on these final scores, the decision maker (DM) will make the decision ...

Research paper thumbnail of Proses hierarki analitik dalam proses penilaian pelajar cemerlang

Abstract This study discusses how Analytic Hierarchy Process in applied to help decision makers i... more Abstract This study discusses how Analytic Hierarchy Process in applied to help decision makers in choosing the best graduating student to be awarded for academic excellence during the university convocation. A total of six criteria have been identified to guide the ...