6. Sim Fanji database dan manajemen informasi
- 1. Chapter : 6 Database & Information Management Sekolah Tinggil Ilmu Ekonomi Indonesia Membangun 27-04-2020
- 2. • Describe basic file organization concepts and the problems of managing data resources in a traditional file environment • Describe how a database management system organizes information and compare the principal database models • Apply important database design principles Management Information Systems Chapter 6 Managing Data Resources OBJECTIVES 2 MIS205: Database & Information Management
- 3. • Evaluate new database trends • Identify the challenges posed by data resource management and management solutions OBJECTIVES (Continued) Management Information Systems Chapter 6 Managing Data Resources 3 MIS205: Database & Information Management
- 4. Challenge: Fragmented and isolated corporate systems creating a single integrated view of customers and operations Solution: single integrated corporate data warehouse, using a single data model. Oracle 9i database provides near real-time access to customer activity, customer profitability, and customer reactions Illustrates the importance of managing data resources for achieving profitability Management Information Systems Chapter 6 Managing Data Resources Virgin Mobile Australia Case 4 MIS205: Database & Information Management
- 5. File Organization Terms and Concepts • Bit: Smallest unit of data; binary digit (0,1) • Byte: Group of bits (8 bits) that represents a single character • Field: Group of words or a complete number • Record: Group of related fields • File: Group of records of same type ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 5 MIS205: Database & Information Management
- 6. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT The Data Hierarchy Management Information Systems Chapter 6 Managing Data Resources 6
- 7. • Database: Group of related files • Entity: Person, place, thing, event about which information is maintained (Table name) • Attribute: Description of a particular entity (Column name) • Key field: Identifier field used to retrieve, update, sort a record ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources File Organization Terms and Concepts (Continued) 7 MIS205: Database & Information Management
- 8. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Entities and Attributes Management Information Systems Chapter 6 Managing Data Resources 8 MIS205: Database & Information Management
- 9. Problems with the Traditional File Environment Data Redundancy and Inconsistency: • Data redundancy: The presence of duplicate data in multiple data files so that the same data are stored in more than one place or location • Data inconsistency: The same attribute may have different values. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 9 MIS205: Database & Information Management
- 10. • The coupling of data stored in files and the specific programs required to update and maintain those files such that changes in programs require changes to the data Lack of flexibility: • A traditional file system can deliver routine scheduled reports after extensive programming efforts, but it cannot deliver ad-hoc reports or respond to unanticipated information requirements in a timely fashion. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources Program-data dependence: Problems with the Traditional File Environment (Continued) 10 MIS205: Database & Information Management
- 11. • Because there is little control or management of data, management will have no knowledge of who is accessing or even making changes to the organization’s data. Lack of data sharing and availability: • Information cannot flow freely across different functional areas or different parts of the organization. Users find different values of the same piece of information in two different systems, and hence they may not use these systems because they cannot trust the accuracy of the data. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources Poor security: Problems with the Traditional File Environment (Continued) 11 MIS205: Database & Information Management
- 12. ORGANIZING DATA IN A TRADITIONAL FILE ENVIRONMENT Traditional File Processing Management Information Systems Chapter 6 Managing Data Resources 12 MIS205: Database & Information Management
- 13. Database Management System (DBMS) • Software for creating and maintaining databases • Permits firms to rationally manage data for the entire firm • Acts as interface between application programs and physical data files • Separates logical and design views of data • Solves many problems of the traditional data file approach THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 13 MIS205: Database & Information Management
- 14. The Contemporary Database Environment THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 14 MIS205: Database & Information Management
- 15. Components of DBMS: • Data definition language: Specifies content and structure of database and defines each data element • Data manipulation language: Used to process data in a database • Data dictionary: Stores definitions of data elements and data characteristics (data about data) THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 15 MIS205: Database & Information Management
- 16. Sample Data Dictionary Report THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 16 MIS205: Database & Information Management
- 17. Types of Databases: • Relational DBMS • Hierarchical and network DBMS • Object-oriented databases THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 17 MIS205: Database & Information Management
- 18. Relational DBMS: • Represents data as two-dimensional tables called relations • Relates data across tables based on common data element • Examples: DB2, Oracle, MS SQL Server THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 18 MIS205: Database & Information Management
- 19. The Relational Data Model THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 19 MIS205: Database & Information Management
- 20. Three Basic Operations in a Relational Database: • Select: Creates subset of rows that meet specific criteria • Join: Combines relational tables to provide users with information • Project: Enables users to create new tables containing only relevant information THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 20 MIS205: Database & Information Management
- 21. The Three Basic Operations of a Relational DBMS THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 21 MIS205: Database & Information Management
- 22. Hierarchical and Network DBMS • Organizes data in a tree-like structure • Supports one-to-many parent-child relationships • Prevalent in large legacy systems THE DATABASE APPROACH TO DATA MANAGEMENT Hierarchical DBMS: Management Information Systems Chapter 6 Managing Data Resources 22 MIS205: Database & Information Management
- 23. A Hierarchical Database for a Human Resources System THE DATABASE APPROACH TO DATA MANAGEMENT Management Information Systems Chapter 6 Managing Data Resources 23 MIS205: Database & Information Management
- 24. Hierarchical and Network DBMS • Depicts data logically as many-to-many relationships THE DATABASE APPROACH TO DATA MANAGEMENT Network DBMS: Management Information Systems Chapter 6 Managing Data Resources 24 MIS205: Database & Information Management
- 25. The Network Data Model Management Information Systems Chapter 6 Managing Data Resources THE DATABASE APPROACH TO DATA MANAGEMENT 25 MIS205: Database & Information Management
- 26. Hierarchical and Network DBMS • Outdated • Less flexible compared to RDBMS • Lack support for ad-hoc and English language- like queries Disadvantages: Management Information Systems Chapter 6 Managing Data Resources THE DATABASE APPROACH TO DATA MANAGEMENT 26 MIS205: Database & Information Management
- 27. • Can well-handle graphic based and multimedia applications • Stores data and procedures as objects that can be retrieved and shared automatically • Hybrid Object-relational DBMS provides capabilities of both object-oriented and relational DBMS Object-Oriented DBMS: Management Information Systems Chapter 6 Managing Data Resources THE DATABASE APPROACH TO DATA MANAGEMENT 27 MIS205: Database & Information Management
- 28. • Conceptual design: Abstract model of database from a business perspective • Physical design: Detailed description of business information needs CREATING A DATABASE ENVIRONMENT Designing Databases: Management Information Systems Chapter 6 Managing Data Resources 28 MIS205: Database & Information Management
- 29. • Entity-Relationship (ER) diagram: Methodology for documenting databases illustrating relationships between database entities • Normalization: Process of creating small stable data structures from complex groups of data CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources Designing Databases: (Continued) 29 MIS205: Database & Information Management
- 30. MIS205: Database & Information Management 30 An Entity-Relationship Diagram Management Information Systems Chapter 6 Managing Data Resources
- 31. An Unnormalized Relation for ORDER CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 31 MIS205: Database & Information Management
- 32. Normalized Tables Created from ORDER CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 32 MIS205: Database & Information Management
- 33. Centralized database: • Used by single central processor or multiple processors in client/server network • There are advantages and disadvantages to having all corporate data in one location. • Security is higher in central environments, risks lower. • If data demands are highly decentralized, then a decentralized design is less costly, and more flexible. CREATING A DATABASE ENVIRONMENT Distributing Databases Management Information Systems Chapter 6 Managing Data Resources 33 MIS205: Database & Information Management
- 34. • Databases can be decentralized either by partitioning or by replicating • Partitioned database: Database is divided into segments or regions. For example, a customer database can be divided into Eastern customers and Western customers, and two separate databases maintained in the two regions. CREATING A DATABASE ENVIRONMENT Distributed database: Management Information Systems Chapter 6 Managing Data Resources 34 MIS205: Database & Information Management
- 35. • Duplicated database: The database is completely duplicated at two or more locations. The separate databases are synchronized in off hours on a batch basis. • Regardless of which method is chosen, data administrators and business managers need to understand how the data in different databases will be coordinated and how business processes might be effected by the decentralization. CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 35 MIS205: Database & Information Management
- 36. Distributed Databases CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 36 MIS205: Database & Information Management
- 37. Ensuring Data Quality: • Corporate and government databases have unexpectedly poor levels of data quality. • National consumer credit reporting databases have error rates of 20-35%. • 32% of the records in the FBI’s Computerized Criminal History file are inaccurate, incomplete, or ambiguous. • Gartner Group estimates that consumer data in corporate databases degrades at the rate of 2% a month. CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources 37 MIS205: Database & Information Management
- 38. • The quality of decision making in a firm is directly related to the quality of data in its databases. • Data Quality Audit: Structured survey of the accuracy and level of completeness of the data in an information system. Statistical methods may be used in conducting data quality audit. • Data Cleansing: Consists of activities for detecting and correcting data in a database or file that are incorrect, incomplete, improperly formatted, or redundant CREATING A DATABASE ENVIRONMENT Management Information Systems Chapter 6 Managing Data Resources Ensuring Data Quality: (Continued) 38 MIS205: Database & Information Management
- 39. Online Analytical Processing (OLAP): • Multidimensional data analysis • Supports manipulation and analysis of large volumes of data from multiple dimensions/perspectives DATABASE TRENDS Multidimensional Data Analysis Management Information Systems Chapter 6 Managing Data Resources 39 MIS205: Database & Information Management
- 40. Multidimensional Data Model DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources 40 MIS205: Database & Information Management
- 41. Data warehouse: • Supports reporting and query tools • Stores current and historical data • Consolidates data for management analysis and decision making DATABASE TRENDS Data Warehousing and Data Mining Management Information Systems Chapter 6 Managing Data Resources 41 MIS205: Database & Information Management
- 42. Components of a Data Warehouse: ETL process DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources 42 MIS205: Database & Information Management
- 43. Data mart: • Subset of data warehouse • Contains summarized or highly focused portion of data for a specified function or group of users DATABASE TRENDS Data mining: • Tools for analyzing large pools of data • Find hidden patterns and infer rules to predict trends Management Information Systems Chapter 6 Managing Data Resources 43 MIS205: Database & Information Management
- 44. Benefits of Data Warehouses: • Improved and easy accessibility to information • Ability to model and remodel the data DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources 44 MIS205: Database & Information Management
- 45. The Web and Hypermedia database: • Organizes data as network of nodes • Links nodes in pattern specified by user • Supports text, graphic, sound, video, and executable programs DATABASE TRENDS Databases and the Web Management Information Systems Chapter 6 Managing Data Resources 45 MIS205: Database & Information Management
- 46. A Hypermedia Database DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources 46 MIS205: Database & Information Management
- 47. Database server: • Computer in a client/server environment runs a DBMS to process SQL statements and perform database management tasks. Application server: • Software handling all application operations DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources Databases and the Web 47 MIS205: Database & Information Management
- 48. Linking Internal Databases to the Web DATABASE TRENDS Management Information Systems Chapter 6 Managing Data Resources 48 MIS205: Database & Information Management
- 49. Management Opportunities: MANAGEMENT OPPORTUNITIES, CHALLENGES, AND SOLUTIONS Business firms have exceptional opportunities to exploit modern relational database technologies to improve decision making, and to increase the efficiency of their business processes. Management Information Systems Chapter 6 Managing Data Resources 49 MIS205: Database & Information Management
- 50. MANAGEMENT OPPORTUNITIES, CHALLENGES, AND SOLUTIONS Management Information Systems Chapter 6 Managing Data Resources Management Challenges: • Organizational obstacles to a database environment Need for cooperation in developing corporate-wide data administration • Cost/benefit considerations Bringing about significant change in the database environment of a firm can be very expensive and time consuming. 50 MIS205: Database & Information Management
- 51. Solution Guidelines: MANAGEMENT OPPORTUNITIES, CHALLENGES, AND SOLUTIONS The critical elements for creating a database environment are: Management Information Systems Chapter 6 Managing Data Resources • Data administration • Data-planning and modeling methodology • Database technology and management • Users 51 MIS205: Database & Information Management
- 52. Key Organizational Elements in the Database Environment Management Information Systems Chapter 6 Managing Data Resources MANAGEMENT OPPORTUNITIES, CHALLENGES, AND SOLUTIONS 52 MIS205: Database & Information Management