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DATA AND KNOWLEDGE MANAGEMENT MBNA MANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an organization organize all this data and information? Database – a collection of integrated and related files Ebay Proquest MBNA 2 WHAT IS DATABASE TECHNOLOGY ? A collection of related data organized in a way that makes it valuable and useful Allows organizations to retrieve, store, and analyze information easily Is vital to an organization’s success in running operations and making decisions 3-3 RELATIONSHIP OF DBMS CONCEPTS TO OTHERS? 3-4 THE HIERARCHY OF DATA 5 VIEW OF A DATABASE TABLE OR FILE Entity Attribute Attribute (One Column) Attribute Type Record (One Row) 3-6 THE TRADITIONAL APPROACH Grades Student Tuition Parking Figure 3.3: The Traditional Approach to Data Management U of L example 7 http://www.microsoft.com/casestudies/casestudy.aspx?casestudyid=52519 THE DATABASE APPROACH Payroll Grades Tuition Parking Figure 3.4: The Database Approach to Data Management 8 ADVANTAGES OF THE DATABASE APPROACH 3-10 COSTS OR RISKS OF THE DATABASE APPROACH 3-11 DATABASE SYSTEMS ACTIVITIES Employment Applications Enter Forms (Form Entry Screen) – DATA ENTRY Example • Data is entered from paper employment applications into a form entry screen • The entry forms are designed to match the paper forms for ease of entry • The form data is processed by the entry program and then stored in the employment database (Form Entry Program) 3-12 (Employment DB) DATABASE SYSTEMS ACTIVITIES – QUERY Query – A database function that extracts and displays information from a database given selection parameters. SQL (Structured Query Language) QBE (Query by Example) Example – Display applicants entered in the last 30 days Query parameters are selected in the query request screen The database program uses SQL to query and present the result (Query Request) (Query Program) 3-13 (Employment Query) DATABASE SYSTEMS ACTIVITIES – REPORT Report – A database function that extracts and formats information from a database for printing and presentation Report Generator Example – Report on applicants entered in the last 30 days • Report parameters are selected in the report request screen • The database program uses SQL to query and present the result (Query Request) (Query Program) 3-14 (Employment Report) DESIGNING DATABASES – DATA MODEL Data Model • A map or diagram that represents entities and their relationships • Used by Database Administrators to design tables with their corresponding associations Example: ERD (Entity Relationship Diagram) 3-15 DESIGNING DATABASES – KEYS Primary Key ENTITIES - Student ID Entities are translated into Tables (Students and Grades) Secondary Key - Major Entities are joined by common attributes Compound Primary Key - Student ID - Course ID - Sec No. - Term 3-16 THE RELATIONAL MODEL • Most common type of database model used today in organizations • Is a three-dimensional model compared to the traditional two-dimensional database models - Rows (first-dimension) - Columns (second-dimension) - Relationships (third-dimension) 3-17 THE RELATIONAL MODEL - EXAMPLE 3-18 ONLINE TRANSACTIONAL PROCESSING (OLTP) Online Transactional Processing • The mechanism by which customers, suppliers, and employees process business transactions for an organization • These users conduct transactions online through internal systems and external websites for processing and storage Example 3-19 OPERATIONAL VS. INFORMATIONAL SYSTEMS 3-20 ORGANIZATIONAL USE OF DATABASES Operational Hong Kong Airport Informational Extract Data 3-21 Extract Data Department Databases Data Warehouse Data Mart • Day-to-day department transactions • Used primarily by departments • Extracted department transactions • Used for business analysis • Extracted subset of a data warehouse • Used for highly specific business analysis Hong Kong Airport HONG KONG AIRPORT 1. Identify three operational database applications that Hong Kong airport would utilize. 2. Identify three informational uses of database applications that Hong Kong airport would utilize. DATA WAREHOUSES, DATA MARTS, AND DATA MINING Data warehouse: collects business information from many sources in the enterprise Data mart: a subset of a data warehouse Data mining: an information-analysis tool for automated discovery of patterns and relationships in a data warehouse or a data mart Online Analytical Processing -Graphical software tools that provide complex analysis of data stored in a database 23 • Data warehouses are not transaction-oriented. 24 • Data warehouses support online analytical processing (OLAP). DATA WAREHOUSES, DATA MARTS, AND DATA MINING (CONTINUED) Figure 3.17: Elements of a Data Warehouse 25 KNOWLEDGE MANAGEMENT DEFINITIONS Knowledge Management The process an organization uses to gain the greatest value from its knowledge assets Knowledge Assets All underlying skills routines, practices, principles, formulae, methods, heuristics, and intuitions whether explicit or tacit Explicit Knowledge Tacit Knowledge 3-26 KNOWLEDGE MANAGEMENT SYSTEM (KMS) Best Practices Procedures and processes that are widely accepted as being among the most effective and/or efficient Primary Objective How to recognize, generate, store, share, manage this tacit knowledge (Best Practices) for deployment and use Technology Generally not a single technology but rather a collection of tools that include communication technologies (e.g. e-mail, groupware, instant messaging), and information storage and retrieval systems (e.g. database management system) to meet the Primary Objective 3-27 A not so perfect match A NOT SO PERFECT MATCH With the increasing power of Data mining techniques, comes ever increasing and reaching uses of this powerful technology. 1. What are the benefits of DNA databases? 2. What problems do DNA databases pose? 3. Who should be included in a national DNA database? Should it be limited to convicted felons? 4. Who should be able to use DNA databases?