中小企业商业智能与分析研究综述

Morgan Ericsson, Tina Persson
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引用次数: 1

摘要

本文对中小企业采用商业智能和商业分析(BI&BA)进行了评述。商业智能(BI)、商业分析(BA)、中小企业(SMEs)以及它们各自的组合都是我们搜索的关键字,目的是为这篇综述找到尽可能多的相关文章。商业分析(BA)在很大程度上依赖于预测和解释建模,基于事实的管理,数值分析和分析建模来指导决策。另一方面,商业智能(BI)可以帮助企业家更有效地管理预算和分配资源。在本文中,BI&BA(商业智能和商业分析)已被用于涵盖这些以数据为中心的标准,以增强中小企业的企业决策过程。BI&BA似乎是提高中小企业竞争优势的首选技术选择,而中小企业尚未在其业务活动中采用BI&BA技术。本文进一步从BI&BA元素、BI&BA解决方案、BI&BA实现、BI&BA利益、BI&BA应用、BI&BA采用、云BI&BA和移动BI&BA等各个方面回顾了这些假设。
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A Review of Business Intelligence and Analytics in Small and Mediumsized Enterprises
This paper provides a critical review of the adoption of Business Intelligence and Business Analytics (BI&BA) in SMEs. Business Intelligence (BI), Business Analytics (BA), Small and Medium-sized Enterprises (SMEs), and their respective combinations were among the keywords searched to find as many relevant articles as possible for this review. Business Analytics (BA) relies heavily on predictive and explanatory modeling, fact-based management, numerical analytic and analytical modeling to guide decision-making. Business intelligence (BI), on the other hand, help entrepreneurs manage their budgets and allocate resources more effectively. In this paper, BI&BA (Business Intelligence and Business Analytics) has been utilized to cover these data-centric criteria to enhancing corporate decision-making process within SMEs. BI&BA seems to be a top technical option for enhancing competitive advantage in SMEs, which have not embraced the BI&BA technology in their business activities. This paper further reviews the assumptions from various aspects such as BI&BA elements, BI&BA solution, BI&BA implementation, BI&BA benefits, BI&BA applications, BI&BA adoption, cloud BI&BA, and mobile BI&BA.
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