
商務智能,商業智能 (BI)
What is Business Intelligence?
商業智能是什麼?
This is the next hot spot of business intelligence.
這是商業智能的下一個“熱點”。
One of the major themes for 2010 was using data not just for analysis or business intelligence, but for telling stories.
2010年在數據使用方面的一大主題不僅限于分析和商業智能,而更多應用于講故事。
This paper focuses on the application of Business Intelligence in Human Resource Management System.
本文主要研究商業智能在人力資源管理系統中的應用。
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構設計應用商業智能時要考慮的工具和技術。
Over the coming several months, business intelligence will experience change that will have broad, deep and lasting impact.
在未來的幾個月裡,商業智能将經曆的變化,有廣泛,深入和持久的影響。
A data warehouse should have all the components in the business intelligence infrastructure pictured in the figure above.
數據倉庫應具有上圖中所描述的商業智能基礎設施中的所有組件。
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.
雖然諸如銷售等部門可能是商業智能信息的最明顯受益者,但是也不要忽略諸如制造、運輸、人力資源等部門。
From there, the data was delivered to business intelligence (BI) tools for analysis, and through more ETL filters to various datamarts.
從那裡,數據被傳送到商業智能(BI)工具進行分析,通過更多的ETL過濾器傳送到各種數據集市。
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.
如何進行數據倉庫的建模可能是商業智能領域中最有争議的問題之一,而本文不會進行這方面的讨論。
That's one aspect of business intelligence.
這是商業智能的一個方面。
Data is loaded through standard extract, transform, and load (ETL) connectors, and is then available for queries from business intelligence and analytics applications.
數據通過标準的提取、轉換和加載(ETL)連接器加載,然後可供商業智能和分析應用程式進行查詢。
Business intelligence is a new development segment of decision support system .
商業智能是決策支持系統發展的新階段。
Business Intelligence is an art that gains advantage of business from vast data.
商務智能是從海量數據中獲取商業優勢的藝術。
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.
商業智能(BI)是指用于報表和分析數據的技術,包括識别趨勢和模式,以便制定更好的商業戰略決策。
These data can enable companies to quickly solve the problem of low efficiency, save time and money to support business intelligence.
這些數據可以使公司更快地解決低效率問題,節省時間和金錢,支持商業智能。
The evolution of business intelligence begins with a definitional shift.
商業智能的演變開始于定義的轉變。
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,介紹了分析型CRM的一般結構和主要功能,并對分析型CRM所采用的商業智能技術進行了詳細闡述。
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.
最常見的原因是需要向僅使用關系數據的遺留SQL應用程式、打包業務應用程式和商業智能 (BI)工具饋送數據。
I also think there's a business intelligence breakthrough afoot that will bring these same concepts of intuitive software specifically to the BI arena.
同時我認為一場商業智能(BI)的革命正在蓄勢待發,這會将上述直觀軟件的概念帶到商業智能領域中來。
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.
要考慮的事情太多,但是在下面幾個部分中,我将介紹一些應該會幫助您以有利于組織的方式使用商業智能的思想。
Active and real-time decision is an important target in business intelligence.
實現主動實時決策是商業智能的一個重要目标。
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.
同時,基于商業智能的工作負載可能受益于較大的頁面大小,因為在經常進行掃描、聚集或排序等的一頁上可以存儲更多數據。
Business Intelligence(商業智能,簡稱BI)是指通過技術驅動的數據分析和可視化工具,将企業内外部數據轉化為可操作的洞察,從而支持戰略決策和業務優化的系統性方法。其核心目标是通過數據驅動的方式提升企業運營效率、識别市場趨勢并優化資源配置。
數據整合與處理
BI系統整合來自企業資源計劃(ERP)、客戶關系管理(CRM)等多個系統的結構化與非結構化數據,通過ETL(提取、轉換、加載)流程進行清洗和标準化。例如,微軟Power BI支持跨平台數據源接入,實現統一分析。
數據分析技術
涵蓋描述性分析(曆史數據統計)、診斷性分析(問題歸因)和預測性建模(機器學習算法)。國際數據公司(IDC)指出,超過60%的企業将預測性分析納入BI框架以優化供應鍊。
可視化與報告
通過儀表盤、熱力圖等交互式圖表呈現數據結論。Tableau的研究表明,可視化工具可使決策速度提升30%以上。
(注:本文引用的機構名稱均對應其官網公開報告或白皮書内容,例如Gartner官網、微軟Power BI文檔、Tableau案例庫等。)
商業智能(Business Intelligence,簡稱BI)是一個綜合性的技術概念,旨在通過數據分析和處理幫助企業優化決策。以下是詳細解釋:
BI是将企業内外部數據轉化為可操作知識的技術集合。其核心功能包括:
BI依賴四大核心技術:
適用于銷售預測、客戶行為分析、運營效率優化等領域。例如,零售企業可通過BI分析庫存與銷售數據,減少滞銷風險()。
如需更完整的技術細節或案例分析,可參考(海詞詞典)和(淘豆網文檔)。
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