
商务智能,商业智能 (BI)
What is Business Intelligence?
商业智能是什么?
This is the next hot spot of business intelligence.
这是商业智能的下一个“热点”。
One of the major themes for 2010 was using data not just for analysis or business intelligence, but for telling stories.
2010年在数据使用方面的一大主题不仅限于分析和商业智能,而更多应用于讲故事。
This paper focuses on the application of Business Intelligence in Human Resource Management System.
本文主要研究商业智能在人力资源管理系统中的应用。
This section provides tools and techniques to consider as you apply business intelligence to your information architecture design.
本部分提供在向信息架构设计应用商业智能时要考虑的工具和技术。
Over the coming several months, business intelligence will experience change that will have broad, deep and lasting impact.
在未来的几个月里,商业智能将经历的变化,有广泛,深入和持久的影响。
A data warehouse should have all the components in the business intelligence infrastructure pictured in the figure above.
数据仓库应具有上图中所描述的商业智能基础设施中的所有组件。
While departments such as sales might be the most obvious beneficiaries of business intelligence information, don't overlook departments such as manufacturing, shipping, human resources, and so on.
虽然诸如销售等部门可能是商业智能信息的最明显受益者,但是也不要忽略诸如制造、运输、人力资源等部门。
From there, the data was delivered to business intelligence (BI) tools for analysis, and through more ETL filters to various datamarts.
从那里,数据被传送到商业智能(BI)工具进行分析,通过更多的ETL过滤器传送到各种数据集市。
How to model a data warehouse is probably one of the most controversial issues in the business intelligence field, and this article does not enter that discussion.
如何进行数据仓库的建模可能是商业智能领域中最有争议的问题之一,而本文不会进行这方面的讨论。
That's one aspect of business intelligence.
这是商业智能的一个方面。
Data is loaded through standard extract, transform, and load (ETL) connectors, and is then available for queries from business intelligence and analytics applications.
数据通过标准的提取、转换和加载(ETL)连接器加载,然后可供商业智能和分析应用程序进行查询。
Business intelligence is a new development segment of decision support system .
商业智能是决策支持系统发展的新阶段。
Business Intelligence is an art that gains advantage of business from vast data.
商务智能是从海量数据中获取商业优势的艺术。
Business intelligence (BI) refers to technologies that are used for reporting and analyzing data, including recognizing trends and patterns, to make better strategic business decisions.
商业智能(BI)是指用于报表和分析数据的技术,包括识别趋势和模式,以便制定更好的商业战略决策。
These data can enable companies to quickly solve the problem of low efficiency, save time and money to support business intelligence.
这些数据可以使公司更快地解决低效率问题,节省时间和金钱,支持商业智能。
The evolution of business intelligence begins with a definitional shift.
商业智能的演变开始于定义的转变。
Thirdly, this paper introduces the general structure and main functions of analysis-based CRM, and expatiates business intelligence technology applied by analysis-based CRM system.
再次,介绍了分析型CRM的一般结构和主要功能,并对分析型CRM所采用的商业智能技术进行了详细阐述。
The most common reason is the need to feed legacy SQL applications, packaged business applications and business intelligence (BI) tools that consume only relational data.
最常见的原因是需要向仅使用关系数据的遗留SQL应用程序、打包业务应用程序和商业智能 (BI)工具馈送数据。
I also think there's a business intelligence breakthrough afoot that will bring these same concepts of intuitive software specifically to the BI arena.
同时我认为一场商业智能(BI)的革命正在蓄势待发,这会将上述直观软件的概念带到商业智能领域中来。
It's a lot to think about, but in the following sections I'll give you a few ideas that should help you use business intelligence to your organization's advantage.
要考虑的事情太多,但是在下面几个部分中,我将介绍一些应该会帮助您以有利于组织的方式使用商业智能的思想。
Active and real-time decision is an important target in business intelligence.
实现主动实时决策是商业智能的一个重要目标。
At the same time, business intelligence-based workloads may benefit from larger pages sizes as more data can be stored on a page that is often scanned, aggregated, or sorted, and so on.
同时,基于商业智能的工作负载可能受益于较大的页面大小,因为在经常进行扫描、聚集或排序等的一页上可以存储更多数据。
Business Intelligence(商业智能,简称BI)是指通过技术驱动的数据分析和可视化工具,将企业内外部数据转化为可操作的洞察,从而支持战略决策和业务优化的系统性方法。其核心目标是通过数据驱动的方式提升企业运营效率、识别市场趋势并优化资源配置。
数据整合与处理
BI系统整合来自企业资源计划(ERP)、客户关系管理(CRM)等多个系统的结构化与非结构化数据,通过ETL(提取、转换、加载)流程进行清洗和标准化。例如,微软Power BI支持跨平台数据源接入,实现统一分析。
数据分析技术
涵盖描述性分析(历史数据统计)、诊断性分析(问题归因)和预测性建模(机器学习算法)。国际数据公司(IDC)指出,超过60%的企业将预测性分析纳入BI框架以优化供应链。
可视化与报告
通过仪表盘、热力图等交互式图表呈现数据结论。Tableau的研究表明,可视化工具可使决策速度提升30%以上。
(注:本文引用的机构名称均对应其官网公开报告或白皮书内容,例如Gartner官网、微软Power BI文档、Tableau案例库等。)
商业智能(Business Intelligence,简称BI)是一个综合性的技术概念,旨在通过数据分析和处理帮助企业优化决策。以下是详细解释:
BI是将企业内外部数据转化为可操作知识的技术集合。其核心功能包括:
BI依赖四大核心技术:
适用于销售预测、客户行为分析、运营效率优化等领域。例如,零售企业可通过BI分析库存与销售数据,减少滞销风险()。
如需更完整的技术细节或案例分析,可参考(海词词典)和(淘豆网文档)。
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