Four-class labels
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Entity
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Definition1
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data set
a collection of facts (numbers, words, measurements) or observations.
a collection of numbers that answer a statistical question
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data set
a collection of facts (numbers, words, measurements) or observations.
a collection of data used to address a particular question(s)
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data set
collection of data values as a whole (what goes into excel)
a collection of data used to address a particular question(s)
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data set
the mean (average) of a data set is found by adding all numbers in the data set and then dividing by the number of values in the set.
a list of records with values for some predefined fields
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data set
collection of data values as a whole (what goes into excel)
a collection of data. examples- marketing survey responses, table of historical stock prices, and a collection of measurements of dimensions of a manufactured item.
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data set
a data set is a recommended or required summary of data elements that applies to a particular activity.
a recommended list of data elements that support a specific healthcare industry
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data set
collection of data values as a whole (what goes into excel)
a collection of numbers that answer a statistical question
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data set
a collection of related data items, such as the answers given by respondents to all the questions on a survey. compare data file, *data base.
a collection of facts (numbers, words, measurements) or observations.
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data set
a collection of facts (numbers, words, measurements) or observations.
a collection of data. examples- marketing survey responses, table of historical stock prices, and a collection of measurements of dimensions of a manufactured item.
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data set
consists of all values of all of the variables for all the observations we have chose to observe
the collection of all observations for a particular variable
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knowledge discovery
data mining is sometimes referred to as
80% data management (data collection, data exploration, data preparation); 20% machine learning (modeling, validation & interpretation, knowledge)
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knowledge discovery
searching collections of data for hidden patterns.
identification of novel and valuable patterns in large databases
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logical structure
each file & folder must have a unique name. each user on a system has their own home directory. users can set permissions
process building blocks must have single entry and exit
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logical structure
way info in a doc is organized mainly used in xml docs
process building blocks must have single entry and exit
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virtual worlds
online, highly engaging digital environments where avatars live and interact with other avatars in real time ex) club penguin
• computer-generated environment where users present themselves in the form of an avatar, or animated character •avatar: online identity expressed by an animated or cartoon figure
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virtual worlds
-computer-stimulated environments that users connect through their internet connection -can be text-based or contain graphical elements
computer-simulated environments that users connect to through their internet connection. these worlds can be text-based (muds) or contain graphical elements (mmos, second life
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virtual worlds
online, highly engaging digital environments where avatars live and interact with other avatars in real time ex) club penguin
an online community that takes the form of a computer-based simulated environment through which users can interact.
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virtual worlds
• computer-generated environment where users present themselves in the form of an avatar, or animated character •avatar: online identity expressed by an animated or cartoon figure
an online community that takes the form of a computer-based simulated environment through which users can interact.
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time period
artificial time periods for reporting purposes
entity is subdivided into accounting periods.
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game theory
an approach that emphasizes how actors or organizations behave in their goal to influence others; built upon assumptions of rational choice
applies to a wide range of behavioral relations and has developed into an umbrella term for logical side of decision science
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game theory
a mathematical approach to studying behavior that solves for the optimal decision in strategic situations (games) where the payoff to a particular choice depends on the choices of others
mathematical approach for predicting outcomes of actor's interactions in various scenarios
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game theory
a mathematical theory about how decisions are made in situations where one person's decision affects another, that is used in many fields such as economics, psychology, and biology
applies to a wide range of behavioral relations and has developed into an umbrella term for logical side of decision science
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game theory
the study of how people behave in strategic situations
the study of strategic decision making, applies to a wide range of behavioral relations.
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game theory
an approach that emphasizes how actors or organizations behave in their goal to influence others; built upon assumptions of rational choice
originally used to study decision making in terms of economics policy and mathematics; can be used to scientists to study social behavior in animals
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game theory
the study of how people behave in strategic situations
study of strategic decision making
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game theory
originally used to study decision making in terms of economics policy and mathematics; can be used to scientists to study social behavior in animals
applies to a wide range of behavioral relations and has developed into an umbrella term for logical side of decision science
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game theory
the study of strategic decision making/mathematical models of conflict and cooperation between intelligent rational decision-makers.
the study of strategic decision making. specifically, it is &"the study of mathematical models of conflict and cooperation between intelligent rational decision-makers.&" an alternative term would be &"interactive decision theory.&"
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game theory
the study of strategic decision making/mathematical models of conflict and cooperation between intelligent rational decision-makers.
the study of mathematical models of conflict and cooperation between intelligent rational decision makers
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game theory
a mathematical approach to studying behavior that solves for the optimal decision in strategic situations (games) where the payoff to a particular choice depends on the choices of others
general framework trying to understand strategic interaction 1. players 2. actions/strategies 3. payoffs 4. information they have, timing, cognition
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game theory
general framework trying to understand strategic interaction 1. players 2. actions/strategies 3. payoffs 4. information they have, timing, cognition
mathematical approach for predicting outcomes of actor's interactions in various scenarios
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game theory
the study of strategic decision making/mathematical models of conflict and cooperation between intelligent rational decision-makers.
the study of strategic decision making. specifically, it is &"the study of mathematical models of conflict and cooperation between intelligent rational decision-makers.&"
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software reuse
using existing software to make new programs
using existing software artifacts to construct a new software system
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software reuse
use of a program or abstract algorithm for an application different from the one for which it was originally written.
the practice of incorporating modified or unmodified pieces of source code from existing software into the creation of new software
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software reuse
the ability to use software routines over again in new applications
the process of creating software systems from predefined software components.
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software reuse
creating classes that operate on a wide variety of different objects, and can be &"dropped into&" a current project, leading to reduced software cost and increased reliability.
taking advantage of already written code to develop different programs.
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software reuse
using existing software artifacts to construct a new software system
reusing software components and abilities from previous systems
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global variables
variable can be accessed by any function in the program, defined outside all functions, default initial value is 0, value of variable can be changed by any function
variables that are defined outside of all functions
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global variables
are defined outside of the functions, usually at the beginning of the program, before any functions are defined.
variables declared in the main body of the program and so can be accessed anywhere in the code
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global variables
are defined outside of the functions, usually at the beginning of the program, before any functions are defined.
variables declared outside any function, and they can be accessed (used) on any function in the program
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global variables
these variables are created outside of the function and they can be accessed anywhere in the code
exist outside any function. initialized automatically to zero and accessible anywhere in the code file.
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global variables
variables and constants that are known to the entire program
these can be used in one subroutine and the values passed out to be used in any other part of the program.
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global variables
declared outside of functions and can be used anywhere
exist throughout a program declared before main() function
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global variables
- variables declared outside a function - global scope - can be used anywhere inside the program in which they were declared
declared outside of functions and can be used anywhere
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global variables
these can be used in one subroutine and the values passed out to be used in any other part of the program.
variables declared outside any function, and they can be accessed (used) on any function in the program
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global variables
are defined outside of the functions, usually at the beginning of the program, before any functions are defined.
variables and constants that are known to the entire program
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global variables
are defined outside of the functions, usually at the beginning of the program, before any functions are defined.
these can be used in one subroutine and the values passed out to be used in any other part of the program.
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global variables
- variables declared outside a function - global scope - can be used anywhere inside the program in which they were declared
exist throughout a program declared before main() function
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structural constraints
relate to the body structure of the individual
- height, physical characteristics about the individual, size, strength - determines how actions can be done
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structural constraints
- height, physical characteristics about the individual, size, strength - determines how actions can be done
relate to the individual's body structure
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structural constraints
relate to the body structure of the individual
relate to the individual's body structure
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structural constraints
relate to individual's body structure examples: height, weight, muscle mass, leg length
- height, physical characteristics about the individual, size, strength - determines how actions can be done
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classification methods
seek to classify a categorical outcome into one of two or more categories based on various data attributes.
information regarding presence or absence of attribute or characteristic
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classification methods
hand-coded rules supervised machine learning
decision tree, logistic regression, random forest, adaboost, neural net, svm
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classification methods
hand-coded rules supervised machine learning
-desicion tree -bayesian -rule based -back propagation
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classification methods
-desicion tree -bayesian -rule based -back propagation
decision tree, logistic regression, random forest, adaboost, neural net, svm
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intrusion detection systems
designed to monitor attempts to login to servers and analyze those attempts for patterns that might indicate a cracker's attack is underway
a part of a firewall that monitors attempts to log in to servers and analyzes those attempts for patterns that might indicate a cracker's attack is under way
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intrusion detection systems
sit on the network and monitor traffic searching for signs of potential malicious activity like -intrusion detection -malformed packets attempting to create a denial of service -botnet -unusual logins
a system that creates logs of all network traffic that was permitted to pass the firewall and then analyzes those logs for signs of attempted or successful intrusions
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search strategy
an organized plan for locating and accessing sources of information in bibliographic research
- categorization of the ultimate question prompts resource selection - resources must be selected on the basis of the probability of containing information or data desired
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search strategy
an organized plan for locating and accessing sources of information in bibliographic research
information obtained from background questions - categorization of the question • order: tertiary (3°) > secondary (2°) > primary (1°)
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search strategy
the the search algorithm's decision of which node to next.
the process of expanding nodes on the frontier until either a solution is found or there are no more states to expand
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search strategy
- categorization of the ultimate question prompts resource selection - resources must be selected on the basis of the probability of containing information or data desired
- define the research question (gaps in literature, misery!) - inclusion and exclusion criteria
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search strategy
an organized plan for locating and accessing sources of information in bibliographic research
- define the research question (gaps in literature, misery!) - inclusion and exclusion criteria
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search strategy
the process of expanding nodes on the frontier until either a solution is found or there are no more states to expand
choosing what state to expand next
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search strategy
- categorization of the ultimate question prompts resource selection - resources must be selected on the basis of the probability of containing information or data desired
information obtained from background questions - categorization of the question • order: tertiary (3°) > secondary (2°) > primary (1°)
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search strategy
the the search algorithm's decision of which node to next.
a strategy is defined by picking the order of node expansion
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search strategy
the the search algorithm's decision of which node to next.
choosing what state to expand next
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search strategy
a strategy is defined by picking the order of node expansion
the process of expanding nodes on the frontier until either a solution is found or there are no more states to expand
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search strategy
- define the research question (gaps in literature, misery!) - inclusion and exclusion criteria
information obtained from background questions - categorization of the question • order: tertiary (3°) > secondary (2°) > primary (1°)
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semantic knowledge
factual knowledge &"verbal info&"
encompasses the reader's background knowledge of a topic, which is combined with the text information as the reader tries to comprehend the material.
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semantic knowledge
knowledge of the meanings of words and word combinations.
knowledge of the meaning of words; facts; includes common knowledge like colors and sounds of letters
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semantic knowledge
ability to attend to, store and recall information
knowledge of the meaning of words; facts; includes common knowledge like colors and sounds of letters
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semantic knowledge
the collection of nodes associated with all the words and concepts one knows about
ability to attend to, store and recall information
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semantic knowledge
the collection of nodes associated with all the words and concepts one knows about
knowledge of the meaning of words; facts; includes common knowledge like colors and sounds of letters
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semantic knowledge
ability to attend to, store and recall information
knowledge of the meanings of words and word combinations.
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semantic knowledge
the collection of nodes associated with all the words and concepts one knows about
knowledge of the meanings of words and word combinations.
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conflict resolution
societies find solutions to conflicts through legal procedures, force and/or compromise
skills that help students learn how to state their needs, negotiate, and collaborate.
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conflict resolution
a process that encourages finding solutions to problems before more formal grievance procedures are needed
methods and processes involved in facilitating the peaceful ending of conflict and retribution.
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conflict resolution
are steps that can be taken to settle a disagreement in a responsible way
assertive: explaining ones idea's and beliefs without harming others aggressive: forcing ones position on others without allowing for their input unassertive: suppressing one's own feelings
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conflict resolution
societies find solutions to conflicts through legal procedures, force and/or compromise
a way for two or more parties to find a peaceful solution to a disagreement among them. the disagreement may be personal, financial, political, or emotional.
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conflict resolution
2 dimensions: - concern for own outcomes - concern for others' outcomes
assertive vs unassertive (concern for own outcome) uncooperative vs cooperative (concern for others outcomes)
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conflict resolution
the outcome of actions that eliminate the incompatibility of goals, interests and attitudes of the conflicting individuals
a strategy for settling disputes and solving problems between people in a way that is fair to everyone.
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conflict resolution
the process of setting a conflict by cooperating and problem solving
a process that encourages finding solutions to problems before more formal grievance procedures are needed
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conflict resolution
the process of consensus arrived at after discussion of a disagreement between people
ending conflict after it has started: - use the appropriate technique - problem-solving - consensus - focus on issues not personalities
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conflict resolution
-provide clear, ongoing, honest communication -allow time for family members to express themselves -agree on a treatment -emphasize that patient will not be abandoned -facilitate continuity of care
steps of conflict resolution include determining facts, identify problem, ask for suggestions from those involved determine solution, evaluate results, evaluate conflict resolution
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conflict resolution
the process of setting a conflict by cooperating and problem solving
methods and processes involved in facilitating the peaceful ending of conflict and retribution.
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conflict resolution
a way for two or more parties to find a peaceful solution to a disagreement among them. the disagreement may be personal, financial, political, or emotional.
skills that help students learn how to state their needs, negotiate, and collaborate.
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conflict resolution
a range of processes aimed at alleviating or eliminating sources of conflict; generally includes negotiation, mediation, and diplomacy
conflict is inevitable, task of a manager is to minimize harmful effects of conflict (not to suppress)
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conflict resolution
1)highest priority 2)longest matching / more specific 3)facts most recently added
a method to choose a rule to fire when more than one conclusions can be inferred from known facts
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conflict resolution
a dynamic process for resolving disputes or disagreements
resolving conflicts and disagreements
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conflict resolution
directs individuals to see similarities and differences that exist and lead to focus on reducing and eliminating difference to accomplish goals
-provide clear, ongoing, honest communication -allow time for family members to express themselves -agree on a treatment -emphasize that patient will not be abandoned -facilitate continuity of care
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conflict resolution
are steps that can be taken to settle a disagreement in a responsible way
the outcome of actions that eliminate the incompatibility of goals, interests and attitudes of the conflicting individuals
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business intelligence
a collection of information that allows you to make strategic business decisions
applications, technologies and processes to make better business decisions. presents data in interesting ways with advanced reports and visuals to help managers make better decisions.
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business intelligence
understanding internal capabilities; any combination of data, information, and knowledge concerning the business environment in which a company operates that will confer a significant competitive advantage
any combination of data, information and knowledge concerning business environment in which a company operates that confers significant competitive advantages
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business intelligence
applications and technologies that are used to gather, provide access to, and analyze data and information to support decision-making efforts
applications, technologies and processes that are used to gather, store, provide access to, and analyze information to support decision-making
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business intelligence
encompasses a broad category of applications, technologies, and processes for gathering, accessing, and analyzing data to help business users make better decisions
activities and technologies for gathering, storing, and analyzing data to make better competitive decisions
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business intelligence
analyzing large amounts of data for strategic decision making. there are two main business intelligence techniques: online analytical processing (olap) and data mining.
analyzing large amounts of data for strategic decision making two techniques: olap and data mining
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business intelligence
analyzing large amounts of data for strategic decision making two techniques: olap and data mining
analyzing large amounts of data for strategic decision making; includes online analytical processing and data mining
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business intelligence
info collected from multiple sources such as suppliers customers competitors partners industries and market conditions that are analyzed to find patterns trends and relationships for strategic decision making
information collected from multiple sources (suppliers, customers, competitors, industry sources) that analyze patterns, trends and relationships for strategic decision making
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business intelligence
information collected from multiple sources such as suppliers, customers, competitors, partners and patterns, trends, and relationships for strategic decision making.
information collected from multiple sources (suppliers, customers, competitors, industry sources) that analyze patterns, trends and relationships for strategic decision making
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business intelligence
an umbrella term that combines architecture tools, databases, analytical tools, applications, and methodologies it's a content free expression, so it means different things to different people
an umbrella term that combines architectures, tools, data-bases, analytical tools, applications, and methodologies with main objective to enable interactive to data.