Types of Information Systems |
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Organisations and individuals use different types of systems for different purposes. Here are some of the main types of information systems and their uses.
The main ones you need to know are TPS, MIS & DSS, and EIS. |
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Transaction processing system (TPS):A TPS collects and stores information about transactions, and controls some aspects of transactions. A transaction is an event of interest to the organisation. e.g. a sale at a store.
A TPS is a basic business system. It:
On-line transaction processing: A transaction processing mode in which transactions entered on-line are immediately processed by the CPU.
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Decision support system (DSS):Helps strategic management staff (often senior managers) make decisions by providing information, models, or analysis tools. For support of semistructured and unstructured decisions (structured decisions can be automated). Used for analytical work, rather than general office support. They are flexible, adaptable and quick. The user controls inputs and outputs. They support the decision process and often are sophisticated modelling tools so managers can make simulations and predictions. Their inputs are aggregate data, and they produce projections. An example job for a DSS would be a 5 year operating plan. |
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Management information system (MIS) :Condenses and converts TPS data into information for monitoring performance and managing an organisation. Transactions recorded in a TPS are analyzed and reported by an MIS. They have large quantities of input data and they produce summary reports as output. Used by middle managers. An example is an annual budgeting system.
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Executive information system (EIS):Also known as an Executive Support System (ESS), it provides executives information in a readily accessible, interactive format. They are a form of MIS intended for top-level executive use. An EIS/ESS usually allows summary over the entire organisation and also allows drilling down to specific levels of detail. They also use data produced by the ground-level TPS so the executives can gain an overview of the entire organisation. Used by top level (strategic) management. They are designed to the individual. They let the CEO of an organisation tie in to all levels of the organisation. They are very expensive to run and require extensive staff support to operate.
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Office automation system (OAS) :OAS provides individuals effective ways to process personal and organisational data, perform calculations, and create documents. e.g. word processing, spreadsheets, file managers, personal calendars, presentation packages They are used for increasing personal productivity and reducing "paper warfare". OAS software tools are often integrated (e.g. Word processor can import a graph from a spreadsheet) and designed for easy operation.
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KNOWLEDGE WORK SYSTEMS (KWS): are used by technical staff. KWS use modelling functions to convert design specifications into graphical designs. They may include computer-aided design/manufacture (CAD/CAM).
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Expert system (noun): "a computer system or program that uses artificial intelligence techniques to solve problems that ordinarily require a knowledgeable human. The method used to construct such systems, knowledge engineering, extracts a set of rules and data from an expert or experts through extensive questioning. This material is then organized in a format suitable for representation in a computer and a set of tools for inquiry, manipulation, and response is applied. While such systems do not often replace the human experts, they can serve as useful adjuncts or assistants. Among some of the successful expert systems developed are INTERNIST, a medical diagnosis tool that contains nearly 100,000 relationships between symptoms and diseases, and PROSPECTOR, an aid to geologists in interpreting mineral data." (http://www.encyclopedia.com/articles/04322.html) Expert systems imitate human experts in many different fields of expertise. Such systems contain rules (such as decision tables) that help a human answer expert questions. This is a classic example of how deskilling can affect people: imagine you are an expert rock identifier and people from around the world treat you like a living national treasure because of your brilliant ability to identify rocks. One day, a system is built that contains all the rules you intuitively use to make your rock identification decisions. By answering a few simple questions presented by the expert system, a human can identify a rock just as well as you can. Expert systems are built with decision-making rules, and they can ask humans a series of questions to narrow down the correct answer. One early and influential expert system was MYCIN, a disease diagnosis system. Advantages of expert systems:
Expert systems are computer application programs that take the knowledge of one or more human experts in a field and computerize it so that it is readily available for use. The human experts do not need to be physically present to accomplish a specialized project or task. Expert systems are only designed to be expert in a very narrow and specific task or subject field. They contain the acquired expert knowledge and try to imitate the experts evaluation processes to offer a conclusion. An advantage of an expert system is that it may include the knowledge of many experts in one specific field. Expert systems usually contain two components: a knowledge base and an inference engine program, enabling it to suggest conclusions. The knowledge base is programmed in an IF ... THEN logical rules structure. Such a structure is a series of IF conditions that, if met, THEN a specific result may be concluded. An example would be: IF the animal is a bird it does not fly it swims it is black and white THEN it is a penguin The expert system rules out options with each question until there remains an option with high probability. The rules and questions, of course, are provided by expert humans in the first place. Expert systems can be used for many different types of knowledge: here are a few examples. These are links to the web, so they may not work after a while... (but still work at 4 March 08)
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IT Lecture Notes (c) Mark Kelly, McKinnon Secondary College
McKinnon Secondary College
Last changed:
March 4, 2008 3:17 PM
IT Lecture notes copyright © Mark Kelly 2001-