Model Reka Bentuk Konseptual Operasian Storan Data Bagi Aplikasi Kepintaran Perniagaan

The development of business intelligence (BI) applications, involving of data sources, Data Warehouse (DW), Data Mart (DM) and Operational Data Store (ODS), imposes a major challenge to BI developers. This is mainly due to the lack of established models, guidelines and techniques in the development process as compared to system development in the discipline of software engineering. Furthermore, the present BI applications emphasize on the development of strategic information in contrast to operational and tactical. Therefore, the main aim of this study is to propose a conceptual design model for BI applications using ODS (CoDMODS). Through expert validation, the proposed conceptual design model that was developed by means of design science research approach, was found to satisfy nine quality model dimensions, which are, easy to understand, covers clear steps, is relevant and timeless, demonstrates flexibility, scalability, accuracy, completeness and consistency. Additionally, the two prototypes that were developed based on CoDMODS for water supply service (iUBIS) and telecommunication maintenance (iPMS) recorded a high usability average min value of 5.912 using Computer System Usability Questionnaire (CSUQ) instrument. The outcomes of this study, particularly the proposed model, contribute to the analysis and design method for the development of the operational and tactical information in BI applications. The model can be referred as guidelines by BI developers. Furthermore, the prototypes that were developed in the case studies can assist the organizations in using quality information for business operations

Pembangunan Sistem Pengurusan Harta Modal : Bahagian Bekalan Air, Jabatan Kerja Raya Negeri Perlis

In the current booming era of IT using computer to manage operations of an organization is a necessity. Implemented correctly, the use of computer not only smoothens work but also helps reduce the cost of operation of an organization. Fixed assets management becomes more complicated when there are a lot of informations and processes that need to be handled by an organization. Hence, IT application is a convenience that can be manipulated by an organization. There are numerous Fixed Asset Management System software package available in the market, local or imported. Many private companies capitalize on this opportunity to select software packages appropriate to their needs. However, government agencies in Malaysia face difficulties in adapting these software packages, especially those imported once since the process and procedures developed are incompatible to the Store Management Procedure spelled out in the Treasury Department and Public Service Development Circular. Therefore, internal software package system development was use to develop Fixed Assets Management System in an organization. There are various methodology for software development system such as Structured System Analysis And Design (SSADM), Yourdon Structured Method (YSM), Joint Application Development (JAD), Object Oriented System Analysis And Design (OOSAD) and many more. Selection of the right methodology the success of a system development. This report discusses organization fixed assets management, fixed assets management technology, system development methodology and the framework for developing Fixed Assets Management System. Apart from that, this project report discusses issues and challenges faced by a system developer in developing computer software system, especially in the government agencies. This system was developed using OOSAD methodology and will be implemented in the Water Supply Division of JKR Perlis. It is hoped that the system will help contribute ideas, used as a reference and serve as a model in fixed assets management implementation for other government agencies in Malaysia

Data warehouse design for mobile environment

Analysis and design are very important roles in Data Warehouse (DW) system development and forms as a backbone of any successful or failure of the DWproject. The emergence trends of ubiquitous-based application required DW system to be implemented in the mobile environment.However, current analysis and design approaches are based on existing DW environments that focusing on the deployment of DW system in static client-based applications. This will create the limitations on user accessed and reduced the used of analytical information by the decision makers.Consequently, this will prolong the adoption of business intelligence (BI) applications to the users and organisations. This research is to suggest an approach for designing the DW and implement the DW system on the mobile environments.A variant dimension modeling technique will be used to enhance the DW modeling in order to accommodate the requirements of mobile characteristics in the DW design

Graduate entrepreneur analytical reports (GEAR) using data warehouse model: A case study at CEDI, Universiti Utara Malaysia (UUM)

Business Intelligence (BI) system using Data Warehouse (DW) technology is one of the important strategic management approaches in the organizations today.BI combines architectures, databases, analytical tools, and methodologies to enable interactive information access focused on analytical reports.Analytical reports, which affect the long-term direction of the entire company, are typically made by top managers. Decisions making in an organization is very difficult, especially if the organization has poor quality data and limited information.The management in the organization always depended on the past experiences and their instincts when making a decision making without support from the factual information. DW is a technology enable to integrate and transform enterprise data for strategic decision making.The organization, which is, responsible to manage entrepreneur activities need an analytical report for strategic decision making.This paper is focused how to design and develop Graduate Entrepreneur Analytical Reports called GEAR by using a DW model in Cooperative and Entrepreneur Development Institute (CEDI), Universiti Utara Malaysia (UUM) as a case study. This system has been tested through the system user feedback by using Computer System Usability Questionnaire (CSUQ), which measures satisfaction and consumer usability

Improving Entrepreneurial Opportunity Recognition through Web Content Analytics

The ability to recognize and develop an opportunity into a venture defines an entrepreneur. Factors such as prior knowledge, cognitive and creative capabilities are shown to affect opportunity recognition in entrepreneurs. Research also shows that experienced entrepreneurs search and scan for information to discover opportunities. Searching and scanning for information mediate the effect of prior knowledge on novice entrepreneurs and enable them to better identify and recognize opportunities even when lacking knowledge and experience. There is less focus in research on finding empirically proven techniques and methods to develop and enhance opportunity recognition in student entrepreneurs. The lack of knowledge has been linked to more likelihood of business failures. This study aims to develop a model for opportunity recognition by using web content mining for student entrepreneurs to better identify and recognize business opportunities. The model will be evaluated through qualitative and quantitative methods. A prototype of the model is planned to be built to evaluate the efficacy and usefulness of the model. This model is expected to enable graduate entrepreneurs to generate more business ideas that are more innovative and viable

Conceptual design model using operational data store(CoDMODS) for developing business intelligence applications

Building a Business Intelligence (BI) application is very challenging as it is a young discipline and does not yet offer well-established strategies and techniques for the developments process when compared to the software engineering discipline. Furthermore, information requirements analysis for BI applications which integrate data from heterogeneous sources differs significantly from requirements analysis for a conventional information system.Conceptual Design Model Operational Data Store (CoDMODS) to build BI application that focuses on operational information to support business operations is proposed.In this model, combination of community interaction and data integration approach were used to identify the requirements for developing BI application.Furthermore, how the operational data store can be used for operational and tactical information and can be transferred to a data warehouse for supporting analytical information and decision making is also presented. Finally, to verify and validate the proposed model, the case study approach using web application development in selected subject areas is elaborated

Generic framework for better choosing between data integration types (GFCBDIT) during build business intelligence applications

Organizations design their own business intelligent (BI) systems to fundamentally support and improve their decision support systems. Decision-making process is indispensable in a world of constant changes; two important changes are the rapid response of organizations and companies in such process, and recognition of data integration as the backbone of most BI systems. For designers, the existence of two main types of data integration causes difficulty in selecting the best one during the process of designing their own BI applications.In this paper, the design and implementation of Generic Framework for Better Choosing Between Data Integration Types, a general framework that can be used by developers of any BI application, is proposed to help in the selection of the most suitable type of data integration. Comparative analysis between two techniques related with data integration is performed, and a prototype of the proposed framework is constructed to enable its use

Business intelligence modelling for graduate entrepreneur programme

Business Intelligence (BI), which is the process of collecting, analysing, and transforming data using Data Warehouse (DW) is seen as one of the growing approaches to provide meaningful information for the Malaysian Ministry of Higher Education (MOHE). MOHE is responsible for managing various activities to encourage graduate entrepreneurs to venture into businesses and ensure that the country has many successful entrepreneurs.Therefore, systematic and accurate information needs to be available for planning, implementing, and monitoring entrepreneurs’ performances.This paper proposes the modelling and designing of the graduate entrepreneur profile system – Intelligent Profile Analysis Graduate Entrepreneur (iPAGE) using the BI approach.Two main methodologies were used, namely the Requirements Centric Operational Data Store (ReCODS) and the Rapid Application Development (RAD) to model and design this system.The iPAGE was validated and evaluated by users, entrepreneurs’ personnel and DW experts. Indeed, the approach will be used to benchmark the development of an entrepreneurial information system in the future

Data warehouse model for mobile-based applications

Analysis and design are very important roles in the Data Warehouse (DW) system development and forms as a backbone of any successful or failure of the DW project.The emerging trends of analytic-based application required the DW system to be implemented in the mobile environment. However, current analysis and design approaches are based on existing DW environments that focusing on the deployment of the DW system in traditional web-based applications.This will create the limitations on user accessed and the used of analytical information by the decision makers. Consequently, this will prolong the adoption of analytic-based applications to the users and organizations.This research aims to suggest an approach for modeling the DW and design the DW system on the mobile environments. A variant dimension of modeling techniques was used to enhance the DW schemas in order to accommodate the requirements of mobile characteristics in the DW design.A proposed mobile DW system was evaluated by expert review, and support the success of mobile DW-based application implementation

Community and data integration approach using requirement centric operational data store model (ReCODS-Model) for business intelligence applications

Building a Business Intelligence (BI) application is very challenging as it is a young discipline and does not yet offer well-established strategies and techniques for the developments process when compared to the software engineering discipline. Furthermore, information requirements analysis for BI applications which integrate data from heterogeneous sources differs significantly from requirements analysis for a conventional information system. Requirement Centric Operational Data Store Model (ReCODS-M) to build BI application that focuses on operational information to support business operations is proposed. In this model, combination of community interaction and data integration approach were used to identify the requirements for developing BI application. Furthermore, how the operational data store can be used for operational and tactical information and can be transferred to a data warehouse for supporting analytical information and decision making is also presented. Finally, to verify and validate the proposed model, the case study approach using web application development in selected subject areas is elaborated