Design and Representation of the Time Dimension in Enterprise Data Warehouses - A Business Related Practical Approach
نویسندگان
چکیده
A data warehouse provides a consistent view of business data over time. In order to do that data is represented in logical dimensions, with time being one of the most important dimensions. Representing time, however, is not always straightforward due to the complex nature of time issues and the strong dependence of the time dimension on the type of business. This paper addresses the specific issues encountered during the design of the time dimension for multidimensional data warehouses. It introduces design and modeling techniques for representing time in the data warehouse by the use of one or multiple time dimensions or database timestamps. It also discusses generic problems linked to the design and implementation of the time dimension which have to be considered for (global) business processes, such as representing holidays and fiscal periods, increasing the granularity of business facts, considering the observation of daylight saving time and handling different time zones. These problems seem to have wide application, and yet, more in-depth investigations need to be conducted in this field for real-world timebased analysis in enterprise-wide data warehouses.
منابع مشابه
Enterprise-Wide Risk Management (EWRM) as a Value Added Tool in Enhancing the Economic Value of Business Enterprises
In recent years, Risk Management in respect of Enterprise-Wide Risk Management (EWRM) has become more important and highly critical to major corporations worldwide including Malaysia. In fact, it is interesting to note that when the Government of Malaysia passed the Code of Corporate Governance in the year 2000, most of the Public Limited Companies (PLCs) in Malaysia was struggling to implement...
متن کاملOptimal Use of Social Media From the Perspective of Brand Equity in Startups with a Data Approach
The purpose of this study is to identify the effective factors of optimal use of social media in the brand equity of startup companies. To this end, the researcher collected the required data using snowball sampling, protocol design, and exploratory interviews with sixteen university experts, the industry in this field, and senior managers of accelerator companies and startups. Maxqda 18 softwa...
متن کاملCritical Success Factors for Business Intelligence Implementation in an Enterprise Resource Planning System Environment Using DEMATEL: A Case Study at a Cement Manufacture Company in Indonesia
This paper is aimed at evaluating critical success factors in Business Intelligence (BI) implementation in an Enterprise Resource Planning (ERP) environment. The data analysis method used in this paper is the Decision Making Trial and Evaluation Laboratory Model (DEMATEL). The study has been conducted on a cement manufacturing strategic holding company that has implemented ERP since 2010. This ...
متن کاملProviding a Model of the Enterprise Market Capabilities with an Emphasis on Organizational Entrepreneurship
The aim of this study was to provide a model of the enterprise market capabilities with an emphasis on organizational innovation and entrepreneurship. This is a mixed (combining qualitative-quantitative) research in terms of methodology. As well as, because this study intends to design the model, it is an exploratory research. An In-depth interview (12 experts) in the qualitative section and a ...
متن کاملEvaluating the Performance of Health, Safety, & Environment Management System (HSE-MS) in Dam Design and Construction Projects in Tehran Industrial Group based on EFQM Enterprise Excellence Model
Introduction: Comprehensive and reliable performance evaluation of organizations has always been one of the main concerns of stakeholders and managers of organizations. Performance evaluation can raise awareness of the progress made in improving the performance of any organizations, especially in the field of health, safety, and environment (HSE) and thus, create the necessary motivation and op...
متن کامل