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What Is Data? MIS 524
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Hmmmm. That feels just like “3” or maybe a “4” but definitely not a 5
What is DATA? Machine “experience”, what a machine makes of its environment Hmmmm. That feels just like “3” or maybe a “4” but definitely not a 5 THREE POINT FIVE MIS 524
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What is INFORMATION? Human experience of Data: telling us something we didn’t know or weren’t able to predict. Hey, Schoey, Jones is here for his stock Was it Jones or Smith we promised the stock to? Gotta find out. Should be Smith, but… OK, and thanks for the INFORMATION! MIS 524
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The Organizational Data “Shadow”
Actual Event Sources of Error Real World Data “Impression” Error: Lost Data Error: SpuriousData Error: IncorrectData Data “World” MIS 524
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Events as Data Each event generates some data
The data are about the objects that play roles in the event The data describe the objects and perhaps how they relate to one another The events, too, relate to one another in various ways. MIS 524
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Data Events Consider a sales “event”
It involves a number of objects: items sold, salesperson, act of selling, customer, money (objects are also called “entities”) Each event generates data that describe each of the objects…. MIS 524
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Describing Objects Items sold: No. of items, item description or number Salesperson: Employee number, commission rate Act of selling: Time, date, counter Customer: Name and address or membership number MIS 524
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How we experience Data In files, folders, documents, dossiers, descriptions, and envelopes. Computer-stored information is often referred to as “files”, within which there are “records”, but this terminology isn’t ubiquitous. MIS 524
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How to Describe a File Files have these characteristics:
Organization: how individual records relate to each other Location: where the file can be found Storage medium: the physical substance the data is encoded on Access or filing method: how the records can be retrieved Structure (perhaps related to access) MIS 524
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Views of Data Physical View Logical View
As seen by the hardware & software Logical View As seen by the users MIS 524
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Costs of Data: Data Use Model
$ $ $ $ $ Capture and Clean Validate Check Correct Format File Relocate Key Record Store Retrieve Find Access Format Distribute Display Maintain Update Reformat Check, Correct Backup Restore Version Dispose Source Locate Authenti- cate Corrobo- rate MIS 524
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Costs of Data: Data Use Model
$ $ $ $ $ Capture and Clean File Retrieve Maintain Dispose Source Subscriptions GUIs Cheaper H/W, Relational Databases DBMS, non-redundant storage, OODBMS ???? MIS 524
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