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Summary Advanced Data Management
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Summary Lecture Slides ADM Fall COURSE OVERVIEW III Course objectives iii 1 DATA MANAGEMENT 1 Overview 1 1.1 What is Data? 1 1.2 Understanding the domain (Data Management perspective) 2 1. ... 3 A more abstract view of information systems 2 1.4 Application of models in DM 3 2 CASE STUDY: MODELLING BUSINESS DATA 5 Outline 5 2.1 Root Definition 5 2.2 CATWOE 5 2.3 Rich Picture 6 2.4 Causal Loops 6 2.5 Data Design 7 3 OPERATIONAL AND STRATEGIC VALUE OF DATA 8 Overview 8 3.1 Big Data 8 3.2 Business Intelligence 8 3.3 Prediction: Precision versus Recall 10 4 ENTERPRISE RESOURCE PLANNING 11 Overview 11 4.1What is Enterprise Resource Planning 11 4.2Customize or not 13 5DATA & AI MANAGEMENT 16 Overview 16 5.1Data Management 16 5.2AI Management 16 5.3Relevant developments in data & AI management 16 6DATA STRUCTURE AND USER GENERATED DATA QUALITY 20 Overview 20 6.1Data Quality 20 6.2Data Abstraction Levels 21 6.3Pre-define classification versus non-classified 24 7STRATEGIC PLANNING FOR ENTERPRISE INFORMATION SECURITY 25 7.1Planning for Enterprise Information Security 25 8METADATA AND ONTOLOGY ENGINEERING 29 Recap 29 Overview 30 8.1Metadata 30 Ontology [Show More]
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