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Business Intelligence & Exam 1 Review. Business Intelligence (BI). INPUT: Acxiom Corporation collects 300 million individual demographic records. OUTPUT: Who is going to default on a loan. Q: How do you process this input to output?. Business Intelligence (BI) System.
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Business Intelligence (BI) • INPUT: Acxiom Corporation collects 300 million individual demographic records. • OUTPUT: Who is going to default on a loan. • Q: How do you process this input to output?
Business Intelligence (BI) System • BI Systems use information technology (hardware, software, but even algorithms) to find patterns, relationships, and trends. • Data (MIS) Information • Information (DSS) Good Decisions • Information (BI systems) Knowledge
BI includes • Reporting Tools • Examples: Pivot Charts & Online Analytical Processing • Data Mining Algorithms • Examples:Apriori Algorithm for finding association rules • Knowledge Management Tools • Examples: • IBM’s email knowledge bank
Review • TPS – Transaction Processing Systems • PCS – Process Control Systems • MIS – Management Information Systems • DSS – Decision Support Systems • EIS – Executive Information Systems • ECS – Enterprise Collaboration Systems
Background People/Machines (TPS) Data People/Machines (PCS) Data & Routine Decisions Data (MIS) Info. & Routine Decisions Information (DSS) Complex Decisions Information (BI systems) Knowledge Information (EIS) Strategic Decisions Data & Info (ECS) Data & Info.
The Big Problem • Old problem: Too much data • figured out some solutions • New problem: Too much information • Moving from info. to knowledge is a bigger problem • Where humans are still needed
What we will learning soon • Pivot Chart Lab & Logic • We will learn how to make accurate predictions (knowledge) given raw data about behavior • Excel will be our tool • Market Basket Lab • We will find the strongest product associations (knowledge) given millions of possibilities (raw data) • Access with be our tool • Large companies pay $millions for sophisticate tools to do these things
What we have done (review part) • Intro Lab • Getting to know the procedures • CMCC Lab • Word is just a document maker • Google Docs is more of an Information System • GIS Lab • First DSS example • Data Information • Tables Maps Reports • Excel Lab • More than just an accounting calculator • A tool for automation and information processing • Searching (vlookup) and logic (if statements)
Things to study • Remember 5, 8, and 6 things