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Kinds of Information System Module 2
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 2 Module 2 Transaction Processing System Office Automation System Management Information system Decision support System Group Decision support System Expert System Executive Support system
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 3
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 4 Decision-Making Levels of an Organization Executive level (top) Long-term decisions Unstructured decisions Managerial level (middle) Decisions covering weeks and months Semi-structured decisions Operational level (bottom) Day-to-day decisions Structured decisions
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 5 Major Roles of IS Support  Competitive Advantage Support  Business Decision Making Support of  Business Processes and Operations
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 6
TPS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 8 Transaction Processing Systems Process business exchanges Maintain records about the exchanges Handle routine, yet critical, tasks Perform simple calculations Used at Operational level of the organization Goal: to automate repetitive information processing activities Increase speed Increase accuracy Greater efficiency
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 9 Transaction Processing Systems Data input Manual data entry Semi-automated data entry Fully automated data entry Examples: Payroll Sales and ordering Inventory Purchasing, receiving, shipping Accounts payable and receivable
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 10 TPS Characteristics They collect, store, modify and retrieve the transaction of an organisation. Directly support business operations Must be designed in conjunction w/ the organisation’s procedures. Main information processes: collecting and storage.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 11 4 important characteristics Rapid response (fast performance, rapid response time) Reliability (low failure rate, quick and accurate recovery, backup and recovery procedures) Inflexibility (every transaction processed in same way regardless of conditions) Controlled processing (supports an organisation’s operations)
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 12 Symbols used in System Architecture Diagram Computer program User workstation Direct Access storage device
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 13 Symbols used in System Architecture Diagram Tape sequential access device Document Documents
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 14 Symbols used in System Architecture Diagram Telecommunication Link Direct Link
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 15 Types of TPS Online System It involves direct connection between the operator and the TPS program They provide immediate results Process single transaction at a time Batch System Real time Processing System
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 16 Architecture of a Generic / Online TPS Application Notice of Event Transaction Keyed Event Response TPS Program Report (s) TPS Data
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 17 Batch Processing The Transaction are grouped into a transaction file The batch is then read in order by the TPS program This program often reads the stored data often called as the master file data, processes the transaction and creates new mater file data In the process it generates reports
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 18 3 disadvantages in batch processing Processing schedule predetermined Errors unable to be corrected during processing Sorting transaction data – expensive and time consuming
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 19 Real Time Processing Frequently called on-line real time (OLRT) processing system Not only is input data processed immediately, but output results are available fast enough to meet the immediate information needs of end users
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 20 Real Time  processing (for sales transaction processing) Application programs required for processing Sales transaction processing database updates inquiry response processing Sales transaction data entry control response Inquiry and responses On-line work station Product Database Customer Database Sales   Database On-line direct access storage devices
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 21 Differences between real-time and batch Real time: each transaction is unique;  transactions are stand-alone;  requires master file to be available more often for updating;  fewer errors – transaction data is validated and entered immediately; infrequent errors may occur – but often tolerated;  not practical to shut down whole system (infrequent errors);  more computer operators are required in real-time processing – operations not centralised. Batch: each transaction part of a group;  database not accessible all of the time;  more errors;  data is organised and stored before master file is updated – errors can occur during these steps;  easier to maintain than real-time.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 22 5 functional categories of TPS
DSS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 24 DSS Is a interactive computer based systems, which help decision makers utilize data and models to solve unstructured problems  						– Scott Morton
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 25 Characteristics of DSS Ability to support the solution of complex problems Fast response to unexpected situations that results in changed inputs Designed to help support decisions that are formulated as semi-structured, complex problems May be constructed to support one time decisions
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 26 Characteristics of DSS DSS is typically designed for either a particular decision-maker or a group of decision-makers Allows the decision maker to interact ina natural manner due to the careful design of the interface DSS generator (s/w) can be used It is a way to organize information intended for use in decision making
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 27 Characteristics of DSS Ability to quickly and objectively try different strategies under different configurations Consistent and objective decisions Other characteristics: Cost savings Improving managerial effectiveness Extensive range of support to management Support of individual/groups Graphical display Designed and run by mangers
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 28 Architecture of a generic DSS Application DSS Models MISData TPS Data Data Request Models DSS Program DSS User Responses External Data Graphs Reports
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 29 Comparison b/w MIS and DSS
GDSS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 31 Group Decision Support System  	Contains most of the elements of DSS plus software to provide effective support in group decision-making settings
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 32 Characteristics of a GDSS (1) Special design Ease of use Flexibility Decision-making support Delphi approach (decision makers are geographically dispersed) Brainstorming Group consensus Nominal group technique
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 33 Characteristics of a GDSS (2) Anonymous input Reduction of negative group behaviour Parallel communication Automated record keeping Cost, control, complexity factors
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 34 GDSS Alternatives Local areadecision network Wide areadecision network high Decision frequency Decisionroom Teleconferencing low close distant Location of group members
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 35
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 36
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 37
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 38 Teleconference
OAS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 40 What is Office Automation? Office automation refers to the use of integrated computer and communication systems to support administrative procedures in an office environment. Computer system, such as word processing, electronic mail system, and scheduling system, that is designed to increase the productivity of data workers in the office.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 41 TYPE: Knowledge-level  INPUTS: documents, schedules  PROCESSING: document management, 	scheduling, communication  OUTPUTS: documents; schedules  USERS: clerical workers EXAMPLE: document imaging system
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 42 Includes the following software programs:  word processing  a spreadsheet a presentation tool  a database a scheduler
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 43 The main OAS are:  AppleWorks  Corel WordPerfect  IBM/Lotus SmartSuite  Microsoft Office  Sun StarOffice  OpenOffice (freeware)
ESS/EIS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 45 Executive Support System  A computer-based system that serves the information needs of top executives Provides rapid access to timely information and direct access to management reports Very user-friendly, supported by graphics Provides exceptions reporting and "drill-down" capabilities Easily connected to the Internet  Drill down
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 46 Executive Support System 	A specialized DSS that includes all the hardware, software, data, procedures, and people used to assist senior-level executives within the organization Board of directors President Function areavice presidents Function areamanagers
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 47 Characteristics of EIS / ESS Drill down Critical success Factors (CSF) Status access Analysis Exception reporting Colors and audio Navigation of  information Communication
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 48 Capabilities of an ESS Support for defining overall vision strategic planning strategic organizing and staffing strategic control crisis management
MIS
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 50 Management Information Systems (MIS) Information system at the management level of an organization that serves the functions of planning, controlling, and decision making by providing routine summary and exception reports.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 51 TYPE: Management-level  INPUTS: high volume data  PROCESSING: simple models   OUTPUTS: summary reports  USERS: middle managers  DECISION-MAKING: structured to semi-structured EXAMPLE: annual budgeting
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 52 Characteristics of MIS 1. MIS support structured decisions at the operational and management control levels. However, they are also useful for planning purposes of senior management staff. 2.MIS are generally reporting and control oriented. They are designed to report on existing operations and therefore to help provide day-to-day control of operations. 3.MIS rely an existing corporate data-and data flows.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 53 Characteristics of MIS 4. MIS have little analytical capability. 5. MIS generally aid in decision making using past and present data. 6. MIS are relatively inflexible. 7. MIS have an internal rather than an external orientation.
ES
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 55 AN EXPERT SYSTEM is an artificial intelligence system that applies reasoning capabilities to reach a conclusion. An expert system captures expertise from a human expert and applies it to a problem. Expert systems are excellent for diagnostic and prescriptive problems.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 56 Expert system An expert system (ES) is a computer program that uses knowledgeand inference procedures of an expert to solve problems.  Expertise is the extensive, task-specific knowledge acquired from training, reading, and experience.
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 57 An ES has two main functions:  to draw conclusions  to explain its reasoning  Explanation:  HOW was a particular conclusion reached?  WHY the program asks the user a particular question?  TRACE displays all rules that are tried  (not only those that are executed).  WHAT-IF explains what will happen if a certain value or rule is changed
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 58 Includes: theories about the problem area  rules and procedures  heuristics  global strategies  meta-knowledge  facts  	Heuristics are rules of experience that characterize expert-level decision making in the field
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 59 The Structure of a Expert System Knowledge Base Knowledge Acquisition System Interface Engine Expert User Interface User
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 60 Benefits of a expert system Cost reduction Increased output Improved quality Reduced down time Capturing scarce expertise Operations in hazardous environment Reliability Response time Enhancing problem solving Educational Benefits
Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 61 Expert systems tasks:  interpretation - inferring situation descriptions from sensor data  prediction - inferring likely consequences of given situations  diagnosis - inferring malfunctions from observations  prescription - prescribing remedies for malfunctions  design - configuring objects under constraints  planning - designing actions  monitoring - comparing observations to expected outcomes  control - governing overall system behavior  instruction - diagnosing, prescribing and guiding users' behavior
Thank You….

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Types of Information Systems Explained

  • 1. Kinds of Information System Module 2
  • 2. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 2 Module 2 Transaction Processing System Office Automation System Management Information system Decision support System Group Decision support System Expert System Executive Support system
  • 3. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 3
  • 4. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 4 Decision-Making Levels of an Organization Executive level (top) Long-term decisions Unstructured decisions Managerial level (middle) Decisions covering weeks and months Semi-structured decisions Operational level (bottom) Day-to-day decisions Structured decisions
  • 5. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 5 Major Roles of IS Support Competitive Advantage Support Business Decision Making Support of Business Processes and Operations
  • 6. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 6
  • 7. TPS
  • 8. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 8 Transaction Processing Systems Process business exchanges Maintain records about the exchanges Handle routine, yet critical, tasks Perform simple calculations Used at Operational level of the organization Goal: to automate repetitive information processing activities Increase speed Increase accuracy Greater efficiency
  • 9. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 9 Transaction Processing Systems Data input Manual data entry Semi-automated data entry Fully automated data entry Examples: Payroll Sales and ordering Inventory Purchasing, receiving, shipping Accounts payable and receivable
  • 10. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 10 TPS Characteristics They collect, store, modify and retrieve the transaction of an organisation. Directly support business operations Must be designed in conjunction w/ the organisation’s procedures. Main information processes: collecting and storage.
  • 11. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 11 4 important characteristics Rapid response (fast performance, rapid response time) Reliability (low failure rate, quick and accurate recovery, backup and recovery procedures) Inflexibility (every transaction processed in same way regardless of conditions) Controlled processing (supports an organisation’s operations)
  • 12. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 12 Symbols used in System Architecture Diagram Computer program User workstation Direct Access storage device
  • 13. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 13 Symbols used in System Architecture Diagram Tape sequential access device Document Documents
  • 14. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 14 Symbols used in System Architecture Diagram Telecommunication Link Direct Link
  • 15. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 15 Types of TPS Online System It involves direct connection between the operator and the TPS program They provide immediate results Process single transaction at a time Batch System Real time Processing System
  • 16. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 16 Architecture of a Generic / Online TPS Application Notice of Event Transaction Keyed Event Response TPS Program Report (s) TPS Data
  • 17. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 17 Batch Processing The Transaction are grouped into a transaction file The batch is then read in order by the TPS program This program often reads the stored data often called as the master file data, processes the transaction and creates new mater file data In the process it generates reports
  • 18. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 18 3 disadvantages in batch processing Processing schedule predetermined Errors unable to be corrected during processing Sorting transaction data – expensive and time consuming
  • 19. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 19 Real Time Processing Frequently called on-line real time (OLRT) processing system Not only is input data processed immediately, but output results are available fast enough to meet the immediate information needs of end users
  • 20. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 20 Real Time processing (for sales transaction processing) Application programs required for processing Sales transaction processing database updates inquiry response processing Sales transaction data entry control response Inquiry and responses On-line work station Product Database Customer Database Sales Database On-line direct access storage devices
  • 21. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 21 Differences between real-time and batch Real time: each transaction is unique; transactions are stand-alone; requires master file to be available more often for updating; fewer errors – transaction data is validated and entered immediately; infrequent errors may occur – but often tolerated; not practical to shut down whole system (infrequent errors); more computer operators are required in real-time processing – operations not centralised. Batch: each transaction part of a group; database not accessible all of the time; more errors; data is organised and stored before master file is updated – errors can occur during these steps; easier to maintain than real-time.
  • 22. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 22 5 functional categories of TPS
  • 23. DSS
  • 24. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 24 DSS Is a interactive computer based systems, which help decision makers utilize data and models to solve unstructured problems – Scott Morton
  • 25. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 25 Characteristics of DSS Ability to support the solution of complex problems Fast response to unexpected situations that results in changed inputs Designed to help support decisions that are formulated as semi-structured, complex problems May be constructed to support one time decisions
  • 26. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 26 Characteristics of DSS DSS is typically designed for either a particular decision-maker or a group of decision-makers Allows the decision maker to interact ina natural manner due to the careful design of the interface DSS generator (s/w) can be used It is a way to organize information intended for use in decision making
  • 27. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 27 Characteristics of DSS Ability to quickly and objectively try different strategies under different configurations Consistent and objective decisions Other characteristics: Cost savings Improving managerial effectiveness Extensive range of support to management Support of individual/groups Graphical display Designed and run by mangers
  • 28. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 28 Architecture of a generic DSS Application DSS Models MISData TPS Data Data Request Models DSS Program DSS User Responses External Data Graphs Reports
  • 29. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 29 Comparison b/w MIS and DSS
  • 30. GDSS
  • 31. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 31 Group Decision Support System Contains most of the elements of DSS plus software to provide effective support in group decision-making settings
  • 32. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 32 Characteristics of a GDSS (1) Special design Ease of use Flexibility Decision-making support Delphi approach (decision makers are geographically dispersed) Brainstorming Group consensus Nominal group technique
  • 33. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 33 Characteristics of a GDSS (2) Anonymous input Reduction of negative group behaviour Parallel communication Automated record keeping Cost, control, complexity factors
  • 34. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 34 GDSS Alternatives Local areadecision network Wide areadecision network high Decision frequency Decisionroom Teleconferencing low close distant Location of group members
  • 35. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 35
  • 36. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 36
  • 37. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 37
  • 38. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 38 Teleconference
  • 39. OAS
  • 40. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 40 What is Office Automation? Office automation refers to the use of integrated computer and communication systems to support administrative procedures in an office environment. Computer system, such as word processing, electronic mail system, and scheduling system, that is designed to increase the productivity of data workers in the office.
  • 41. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 41 TYPE: Knowledge-level INPUTS: documents, schedules PROCESSING: document management, scheduling, communication OUTPUTS: documents; schedules USERS: clerical workers EXAMPLE: document imaging system
  • 42. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 42 Includes the following software programs: word processing a spreadsheet a presentation tool a database a scheduler
  • 43. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 43 The main OAS are: AppleWorks Corel WordPerfect IBM/Lotus SmartSuite Microsoft Office Sun StarOffice OpenOffice (freeware)
  • 45. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 45 Executive Support System A computer-based system that serves the information needs of top executives Provides rapid access to timely information and direct access to management reports Very user-friendly, supported by graphics Provides exceptions reporting and "drill-down" capabilities Easily connected to the Internet Drill down
  • 46. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 46 Executive Support System A specialized DSS that includes all the hardware, software, data, procedures, and people used to assist senior-level executives within the organization Board of directors President Function areavice presidents Function areamanagers
  • 47. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 47 Characteristics of EIS / ESS Drill down Critical success Factors (CSF) Status access Analysis Exception reporting Colors and audio Navigation of information Communication
  • 48. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 48 Capabilities of an ESS Support for defining overall vision strategic planning strategic organizing and staffing strategic control crisis management
  • 49. MIS
  • 50. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 50 Management Information Systems (MIS) Information system at the management level of an organization that serves the functions of planning, controlling, and decision making by providing routine summary and exception reports.
  • 51. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 51 TYPE: Management-level INPUTS: high volume data PROCESSING: simple models OUTPUTS: summary reports USERS: middle managers DECISION-MAKING: structured to semi-structured EXAMPLE: annual budgeting
  • 52. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 52 Characteristics of MIS 1. MIS support structured decisions at the operational and management control levels. However, they are also useful for planning purposes of senior management staff. 2.MIS are generally reporting and control oriented. They are designed to report on existing operations and therefore to help provide day-to-day control of operations. 3.MIS rely an existing corporate data-and data flows.
  • 53. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 53 Characteristics of MIS 4. MIS have little analytical capability. 5. MIS generally aid in decision making using past and present data. 6. MIS are relatively inflexible. 7. MIS have an internal rather than an external orientation.
  • 54. ES
  • 55. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 55 AN EXPERT SYSTEM is an artificial intelligence system that applies reasoning capabilities to reach a conclusion. An expert system captures expertise from a human expert and applies it to a problem. Expert systems are excellent for diagnostic and prescriptive problems.
  • 56. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 56 Expert system An expert system (ES) is a computer program that uses knowledgeand inference procedures of an expert to solve problems. Expertise is the extensive, task-specific knowledge acquired from training, reading, and experience.
  • 57. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 57 An ES has two main functions: to draw conclusions to explain its reasoning Explanation: HOW was a particular conclusion reached? WHY the program asks the user a particular question? TRACE displays all rules that are tried (not only those that are executed). WHAT-IF explains what will happen if a certain value or rule is changed
  • 58. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 58 Includes: theories about the problem area rules and procedures heuristics global strategies meta-knowledge facts Heuristics are rules of experience that characterize expert-level decision making in the field
  • 59. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 59 The Structure of a Expert System Knowledge Base Knowledge Acquisition System Interface Engine Expert User Interface User
  • 60. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 60 Benefits of a expert system Cost reduction Increased output Improved quality Reduced down time Capturing scarce expertise Operations in hazardous environment Reliability Response time Enhancing problem solving Educational Benefits
  • 61. Module 2 - Priya Diana Mercy - diana.dbit@gmail.com 61 Expert systems tasks: interpretation - inferring situation descriptions from sensor data prediction - inferring likely consequences of given situations diagnosis - inferring malfunctions from observations prescription - prescribing remedies for malfunctions design - configuring objects under constraints planning - designing actions monitoring - comparing observations to expected outcomes control - governing overall system behavior instruction - diagnosing, prescribing and guiding users' behavior