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43 Cards in this Set
- Front
- Back
field
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group of words or a complete number
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record
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group of related fields
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file
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group of records of the same type
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database
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group of related files// collection of data organized to serve many applications efficiently by centralizing the data and controlling redundant data
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entity
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a person, place,t hing, or event on which we store data
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attribute
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each characteristic or quality describing an entity
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data redundancy
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the presence of duplicate data in multiple data files so that the same data are stored in more than one place or location
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data inconsistency
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where the same attribute may have different values
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program-data dependence
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refers to the coupling of data stored in files and the specific programs required to update and maintain those files such that changes in programs require changes to the data
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DBMS
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database management system - software that permits an organization to centralize data, manage them efficiently, and provide access to the stored data by applications programs
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logical view
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presents data as they would be perceived by end users or business specialists
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physical view
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shows how data are actually organized and structured on physical storage media
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relational dbms
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most popular type of dbms - represent data as two dimensional tables (called relations). tables may be referred to as files
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tuples
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rows/records in a relational dbms
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key field
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uniquely identifies each record so that the record can be retrieved, updated, or sorted in a relational dbms
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primary key
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one key field that is the unique identifier for all the information in any row of the table and cannot be duplicated. dbms.
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foreign key
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essentially a look up field to look up data about the supplier of a specific part
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object-oriented dbms
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stores the data and procedures that act on those data as objects that can be automatically retrieved and shared. best suited for videos and other multimedia
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object-relational dbms
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provide capabilities of both object0oriented, and relational dbms
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data definition
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capability to specify the structure of the content of the database. used to create database tables
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data dictionary
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automated or manual file that stores definitions of data elements and their characteristics
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data manipulation language
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used to add, change, delete, and retrieve the data in the database
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structured query language - sql
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most prominent data manipulation language
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normalization
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the process of creating small, stable, yet flexible and adaptive data structures from complex groups of data
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referential integrity
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ensure that relationships between coupled tables remain consistent
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entity-relationship diagram
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illustrates relationships between entities
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data warehouse
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database that stores current and historical data of potential interest to decision makers throughout the company
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data mart
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smaller, decentralized data warehouses; subset of a data warehouse in which a summarized or highly focused portion of the organizations data is placed in a separate database for a specific population of users
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OLAP - online analytical processing
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supports multidimensional data analysis, enabling users to view the same data in different ways using multiple dimensions.
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data mining
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discover-driven; provides insight into corporate data that cannot be obtained with OLAP by finding hidden patterns and relationships in large databases, and inferring rules from them to predict future behavior
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associations
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occurrences linked to a single event
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sequences
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events are linked over time
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classification
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recognizes patterns that describe the group to which an item belongs by examining existing items that have been classified and by inferring a set of rules
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clustering
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similar to classification, but no established groups yet
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forecasting
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uses a series of existing values to forecast what others will do
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predictive analysis
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use data mining techniques, historical data, and assumptions about future conditions to predict outcomes of events such as the probability a customer will respond to an offer or purchase a specific product
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text mining
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tools are able to extract key elements from large unstructured data sets, discover patterns and relationships, and summarize the info
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web mining
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the discover and analysis of useful patterns and information from the world wide web
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web content mining
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process of extracting knowledge from the content of web pages - text, image, audio, video
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web usage mining
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examines user interaction data recorded by a web server whenever requests for a web site's resources are received
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DATABASE SERVER
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in a client/server environment, the dbms resides on this dedicated computer
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CGI script
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a compact program using the common gateway interface specification for processing data on a web server
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information policy
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specifies the organizations rules for sharing disseminationg, acquiring, standardizing, inventoy info
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