Business Management Keywords
On-Line Transaction Processing(OLTP), On-Line Analytical Processing(OLAP), Enterprise Resource Planning(ERP), Customer Relationship Management(CRM), Supply Chain Management(SCM), Real-Time Enterprise(RTE), Enterprise Application Integration(EAI), Enterprise Data Warehouse(EDW), Knowledge Management System(KMS)
Analysis : What? and How?
Analysis Key Factors : Descovery, Insight, Solution, Optimization
Problem Discovery & Problem Definition & Solution Search & Feasibility Study
Business Problem > Analysis Problem > Technical Approach > Economic Feasibility Evaluation
Capability
- Competency
- Partners&Networks
Simplification of Business Model Canvas Block
- Operation
- Product
- Customer
- Regulation&Audit
- IT&Human Resource
Applicable Scope
- Social
- Technological
- Economic
- Environmental
- Political
Market Needs Assessment
- Custmer
- Channel
- Influener
Threatening Situation
- Substitue
- Competitor
- New Entrant
The Process of Data Analysis
by Knowledge Discovery in Databases(KDD)
- Data Selection : Target
- Preprocessing : Noise, Outlier, Missing Value
- Transformation : Trans/Test
- Data Mining
- Interpretation/Evaluation
by Cross Industry Standard Process for Data Mining(CRISP-DM)
Hierarchical Level : Phases, Generic Tasks, Specialized Tasks, Process Instances
- Business Understanding
- Data understanding
- Data Preparation
- Modeling
- Evaluation
- Development
Big Data Processing
Hierarchical Level : Phase, Task, Step
- Planning
- Preparing
- Analyzing
- Developing
- Deploying
Data Analytics Value Chain
Barriers to effective analysis
Management
Data Governance
Constituent
Principle, Organization, Proess
Process Level Improvement
- Readiness
- Maturity : Capability Maturity Model Integration(CMMI)
Reference
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