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what does data consist of?
raw facts that are not yet processed to reveal meaning to the end user
information results from...
processing raw data to reveal meaning
information should...
require context, be a bedrock of knowledge, be accurate/relevant/timely
what is the difference between data and information?
data consists of unprocessed facts whereas information is processed data
a database is....
a shared, integrated computer structure that stores data
difference between end-user data and metadata
end-user: raw facts of interest to end user
metadata: where end user data is integrated and managed
the database management system is...
a collection of programs that manages the db structure and controls access to data in the db
the role of the database management system is...
intermediary between the user and the database
advantages of the database management system
enables data to be shared
presents the end user w/ an integrated data view
more efficient data management
improves sharing/security/integrations/access/etc.
types of databases
single-user database (1 user at a time)
multi-user database (multiple users at a time)
the databases by location are...
centralized database (single site)
distributed database (across diff sites)
cloud database (uses cloud data services)
the databases by data type are...
general-purpose database (wide variety in multiple disciplines)
discipline-specific database (focused on specific subjects)
operational database (supports a company's daily operations)
what does an analytical database do?
stores historical data and business metrics used exclusively for tactical/strategic decision making
a data warehouse...
stores data in a format optimized for decision support
online analytical processing (OLAP) is...
tools for retrieving, processing, and modeling
data from the data warehouse
business intelligence...
captures and processes business data to generate information
that supports decision making
databases classified by structure...
unstructured data (exists in its raw state)
structured data (results from formatting)
semistructured data (processed to some exxtent)
extensible markup language (XML)...
represents data elements in textual format
why is database design important?
well-designed db:facilitates data mgmt and generates accurate and valuable information
poorly designed db: causes difficult-to-trace errors that may lead to poor decision making
manual file systems are....
accomplished thru a system of file folders and filing cabinets
computerised file systems...
are a computer-based system created to track data and produce
required reports
file system redux...
modern end-user productivity tools (including spreadsheet programs like excel)
flaws in file system data management include...
lengthy development times
difficulty of getting quick answers
complex system administration
lack of security and limited data sharing
extensive programming
structural dependence vs independence
dependence - access to a file depends on its structure
independence - structure is changed without affecting access to data
data dependence vs independence
dependence - data access changes when storage characteristics change
independence - storage characteristics are changed without affecting accessibility of data
the difference between logical and physical format is...
practical significance of data dependence
storing the same data at different places can lead to
islands of information
increased probability of having different versions of the same data
uncontrolled data redundancy can lead to...
poor data security
data inconsistency
data-entry errors
data integrity problems
the basic components of a database system are....
hardware
software
people
procedures
data
a database system is...
logically related data stored in a single logical data repository
the main functions of a database management system (DBMS) are...
data dictionary management
data storage management
data transformation and presentation
security management
multiuser access control
backup and recovery management
data integrity management
database communication interfaces
disadvantages of database systems
Increased costs
Management complexity
Maintaining currency
Vendor dependence
Frequent upgrade/replacement cycles
a query language...
lets the user specify what must be done without having to specify how
a structured query language (SQL) is...
the de facto query language and data access standard
supported by the majority of DBMS vendors