Enhancing Business Intelligence Using Big Data and Analytics.

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Enhancing Business Intelligence Using Big Data and Analytics. by Mind Map: Enhancing Business Intelligence Using Big Data and Analytics.

1. Business Intelligent

1.1. analyze structured & unstructured data to obtain understanding past & current performance tp aid planning process

1.2. Decision support system - eg: what-if analysis

1.3. Analytical processing - eg: measure & dimension, slicing & dicing,

1.4. Visualization - Digital dashboard - to enable quick grasp of information for decision making. Eg: Power BI

2. Advance Analytic

2.1. Data mining - capable to discover hidden predictive relationship

2.2. Association discovery - to find correlation among sets

2.3. Unstructured data analysis. Eg: text mining & web usage mining - to understand consumer behavior

2.4. Artificial Intelligent (AI) - to simulate human intelligent such as reasoning & learning

3. Knowledge Managemnet

3.1. process organization use to gain greatest value from knowledge assets

3.2. Benefit

3.2.1. enhance innovation & creativity

3.2.2. Improved customer service & operational

3.2.3. enhance employee retention

3.2.4. improve organization performance

3.3. Challenges

3.3.1. get the employee buy-in

3.3.2. focus on technology

3.3.3. forget the goal

3.3.4. overload knowledge & obsolesce

4. Geographic Information System

4.1. system that create, store, analyze & manage data geographically

4.2. Example of industry use GIS - agriculture, banking, insurance, media, retail, real estate, etc

5. Database

5.1. Collection of data organized that facilitate data search in organization

5.2. Advantage

5.2.1. minimal data redundacy

5.2.2. improved data quality

5.2.3. increase productivity

5.2.4. Enforcement of standard

5.3. Datawarehouse

5.3.1. integrate multiple large database

5.3.2. Extraction, transformation & loading to consolidate data

5.4. System software

5.4.1. online transaction processing

5.4.2. operational & informational system

6. Why organization need business intelligent & advance analytics?

6.1. To better respond to opportunity & thread

6.2. Effective continuos planning

6.3. Data driven organization to be more productive