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Senior Research II Refresher
Review of most vocab from first semester of CS Senior Research
85
Computer Science
Undergraduate 4
08/29/2012

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Term
Accuracy
Definition
A measure of how close a result is to some baseline
Term
Analysis Phase Objective
Definition
The objective of the analysis phase of the scientific method is to gain a thorough understanding of the components of the problem domain, leading to the formulation of a single specific and reasonable task objective.
Term
Assumption
Definition
An assumption expresses an attribute or value of a property or a process that is presumed to be valid for the application domain of the task
Term
Axiom
Definition
An Axiom expresses a fundamental concept or property that is presumed to be universially accepted as valid everywhere in the universe
Term
Benefit
Definition
A performance metric that specifies an advantageous result of applying the solution to the task unit
Term
Biased Proposition
Definition
A condition or parameter that reflects some limitation, restriction or exclusion that has been imposed on the task
Term
Channels
Definition
The channels in a task domain are the means by which the resources of the task are interconnected to provide the means for exchanging enery and information
Term
Completeness
Definition
The completeness criterion for the provisional acceptance of knowledge requires that the knowledge and methods used to accomplish a task be completely and clearly disclosed using standard terminology
Term
Conclusion
Definition
The final result of a task that states the extent to which the task objective has been achieved
Term
Conclusive Knowledge
Definition
Conclusive knowledge is obtained by statistacal inference or formal proof
Term
Condition
Definition
A condition is the final result of a task that states the extent to which teh task objective has been achieved
Term
Constant
Definition
A constant is a numerical or categorical quantity that is a parameter. It's value is called a level
Term
Control Trial
Definition
A control trial measures the performance of one set of task components in the absence of another set of task components to isolate the effects of the included components on performance
Term
Convention
Definition
A convention is a rule or statement governed by an accepted standard
Term
Cost
Definition
A performance metric that specifies an immediate or long-term disadvantage of an associated benefit
Term
Definition
Definition
A definition is a statement of meaning or membership
Term
Development
Definition
Development is a process that applies knowledge to create new devices or effects
Term
Dogma
Definition
A rule or statement of causality or existence that is promulgated by a recognized authority, usually ecclesiastical, cultural or political, and is intended to be accepted without question
Term
Domain Knowledge
Definition
The existing knowledge that is necessary to design and execute an R&D project
Term
Empirem
Definition
An empirem is a knowledge proposition that has been proven to be valid using rigorous statistical methods with a representative and sufficient sample
Term
Environment
Definition
The region of the task domain that lies outside the task system
Term
Error
Definition
A measure of the distance of a result from some baseline
Term
Exclusion
Definition
A fixed condition or fixed parameter that avoids, minimizes, or ignores an unwanted influence on the task
Term
Experiment
Definition
An experiment acquires data to measure the performance of the solution under controlled conditions in a laboratory.
Term
Fact
Definition
A fact is a statement of objective reality
Term
Factor
Definition
A condition or parameter of a task whose value is intentionally varied to measure its impact on the results of the task
Term
Fixed Condition
Definition
A condition which is not intentionally varied during the execution of a task
Term
Fixed Parameter
Definition
A parameter which is not intentionally varied during the execution of a task
Term
Goal
Definition
Every task has at least one goal to determine the response of the task unit to the application of the solution (or part of the solution), as expressed by an infinitive phrase.
Term
Governing Proposition
Definition
Those conditions and parameters whose values are fixed during the execution of the task
Term
Granularity
Definition
The smallest measurement increment specifies for a device or quantity
Term
Hypothesis Phase Objective
Definition
The objective of the hypothesis phase is to propose a solution to achieve the task objective, a set of goals and hypotheses for this solution, and the factors and performance metrics for testing the validity of the solution.
Term
Indirect Condition or Parameter
Definition
Term
Indirect Factor
Definition
Term
Inducer
Definition
An inducer is a device or mechanism that alters the task unit during or before the task
Term
Laboratory
Definition
The set of physical regions containing the task unit and all the task resources required during the experiments
Term
Law
Definition
A fundamental relationship or process that is presumed to be universally accepted as valid everywhere in the universe
Term
Lemma
Definition
A conclusion that has been formally proved, often described as a "helping theorem"
Term
Limitation
Definition
A fixed condition or fixed parameter that constrains the precision or amount of one of the task resources
Term
Method Knowledge
Definition
Method knowledge transfers domain knowledge into range knowledge
Term
Neutral Proposition
Definition
A condition or parameter that does not impose a limitation, restriction or exclusion
Term
Objectivity
Definition
The objectivity criterion for the provisional acceptance of knowledge requires that the knowledge propositions for a task be as free of bias and extraneous influence as possible
Term
Opinion
Definition
The unsubstantiated belief about the worth or value of something or someone
Term
Parameter
Definition
A specification of the task system, whose value is either fixed or varied as a factor of the task
Term
Payoff
Definition
An arithmetic combination of one or more benefits and costs that summarizes the impact of their interaction by increasing in value with increasing benefit and decreasing in value with increasing cost
Term
Performance Criterion
Definition
A requirement that any proposed solution to the problem must fulfill
Term
Performance Factor
Definition
A performance factor (or factor) is a condition or parameter of a task whose value is intentionally varied to measure its impact on the results of the task.
Term
Performance Metric
Definition
A performance metric is a postulate that transforms the results of the task into measures of performance for drawing conclusions about the task objective.
Term
Postulate
Definition
A process, function, rule or mechanism that is presumed to be valid for the application domain of the task
Term
Precision
Definition
The number of states that spans the dynamic range of a quantity, expressing the maximum amount of information that can be expressed by the quantity
Term
Precision Limit
Definition
The minimum of the precisions of all the devices and quantities established by the governing propositions, which determines the maximum allowable precision for the results and conclusions of the task
Term
Presumptive Knowledge
Definition
Presumptive knowledge comprises propositions that are assumed to be valid, but are always open to question and are explicityly qualified by an acknowledgement that the results and conclusions of the study depend on the validity of the propositions, which cannot be verified
Term
Primary Task
Definition
The sole task of the highest level, or root, of a project task tree
Term
Problem Statement
Definition
A problem statement is expressed as an interrogative sentence, a declarative sentence or an imperative sentence that summarizes a question, complaint or requirement, respectively.
Term
Products
Definition
The resulting knowledge and/or devices from a task
Term
Quality Metric
Definition
An arithmetic combination of several benefits that summarizes the extent to which the task objective has been achieved
Term
Range Knowledge
Definition
Knowledge acquired from the results and conclusions of an R&D project
Term
Representation Factor
Definition
A representation factor is a parameter or a condition whose values are selected uniformly from its domain and applied to all treatments to assure fair and equal representation of all values.
Term
Reproducibility
Definition
The reproducibility criterion for the provisional acceptance of knowledge requires that all independent attempts to accomplish a task under the same conditions yield the same results
Term
Research
Definition
Research is a process that acquires new knowledge
Term
Research Hypothesis
Definition
A research hypothesis (or simply an hypothesis) is a declarative sentence that asserts a desired, expected, or possible conclusion of a goal.
Term
Resolution
Definition
Resolution is the reciprocal of granularity
Term
Restriction
Definition
A fixed condition or fixed parameter that constrains the scope of the utility or validity of the products of a task
Term
Result
Definition
An immediate measure of performance of a task
Term
Sample
Definition
A task unit consisting of a set of nonliving objects or concepts (usually called instances, data points, specimens, items or cases) all of which are assumed to be equivalent for the requirements of the task objective.
Term
Sensor
Definition
A sensor is a device that acquires the required data from the task unit
Term
Speculative Knowledge
Definition
Speculative knowledge comprises propositions that rely solely on unsubstantiated belief or authoritarian ontological or moral statements
Term
Stipulative Knowledge
Definition
Stipulative knowledge comprises propositions that are considered valid for the task by reason of concensus among the investigators
Term
Supervisor
Definition
The supervisor is the set of human and automated agents that operates and monitors the task unit, the concurrent inducers, the sensors, and itself
Term
Synthesis Phase Objective
Definition
The objective of the synthesis phase of the scientific method is to implement the task method (solution and experiments) to accomplish the goals and validate the hypotheses of the task.
Term
System
Definition
The system for a task is the intersection of the regions altered by the required inducers and the regions sensed by the sensors, as long as this intersection contains the task unit
Term
Task
Definition
An R&D task applies a specified method to the domain of the task with the objective of obtaining a satisfactory result in the range of the task
Term
Task Domain
Definition
The task domain comprises the task unit and the resources necessary to achieve the task objective
Term
Task Method
Definition
The task method comprises the solution specified to achieve the task objective and the experiments designed to determine the effectiveness of the solution, that is, everything required to transform the task domain in to the task range
Term
Task Objective
Definition
The task objective is a statement of what the task is intended to achieve, expressed as an infinitive phrase
Term
Task Range
Definition
The task range comprises all the products of the task, including knowledge, devices and effects
Term
Task Unit
Definition
The task unit comprises the set of objects or concepts that undergoes some required alteration before or during the task and measurement during the task
Term
The Scientific Method
Definition
The Scientific Method comprises four sequential phases - Analysis, Hypothesis, Synthesis and Validation - which are applied to a task iteratively and recursively to achieve the objective of the task.
Term
Theorem
Definition
A theorem (or lemma) is a conclusion that has been formally proved
Term
Theory
Definition
A theory (or law) is a fundamental relationship or process that is presumed to be universally accepted as valid everywhere in the universe
Term
Treatment
Definition
An experiment treatment is a combination of one level or setting for every factor.
Term
Trial
Definition
An experiment trial is a complete set of treatments applied to a member of the task unit during the experiment.
Term
Uncertainty
Definition
A measure of the inconsistency in a sample
Term
Validation Phase Objective
Definition
The objective of the validation phase of the scientific method is to decide whether the objective of the task has been achieved, based on formal conclusions about its goals and hypotheses and a rigorous peer review of the task methodology.
Term
Variable
Definition
A numerical or categorical quantity that is a factor of a task' its value is called a level
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