inductive reasoning

Algebra

(noun)

The process of making inferences based upon observed patterns, or simple repetition. Often used in reference to predictions about what will happen or does happen, based upon what has happened.

Communications

(noun)

A kind of reasoning that constructs or evaluates general propositions that are derived from specific examples. Inductive reasoning contrasts with deductive reasoning, in which specific examples are derived from general propositions.

Related Terms

  • syllogism
  • deductive reasoning

Examples of inductive reasoning in the following topics:

  • Different Lines of Reasoning

    • Apply two different lines of reasoning—inductive and deductive—to consciously make sense of observations and reason with the audience.
    • One important aspect of inductive reasoning is associative reasoning: seeing or noticing similarity among the different events or objects that you observe.
    • Here is a statistical syllogism to illustrate inductive reasoning:
    • Deductive reasoning contrasts with inductive reasoning in that a specific conclusion is arrived at from the general principle when reasoning deductively.
    • Notice that inductive reasoning moves from specific instances to a general conclusion, whereas deductive reasoning applies a general principle to specific instances.
  • Reasoning and Inference

    • Scientists use inductive reasoning to create theories and hypotheses.
    • An example of inductive reasoning is, "The sun has risen every morning so far; therefore, the sun rises every morning."
    • Inductive reasoning is more practical to the real world because it does not rely on a known claim; however, for this same reason, inductive reasoning can lead to faulty conclusions.
    • As you can see, inductive reasoning can lead to erroneous conclusions.
    • Can you distinguish between his deductive (general to specific) and inductive (specific to general) reasoning?
  • Logic

    • Francis Bacon (1561-1626) is credited with formalizing inductive reasoning.
    • It is of course, incorrect to say, as has sometimes been said, that Bacon invented the inductive method of reasoning. ...
    • Abduction is similar to induction.
    • Abduction is the insight that occurs with less conscious formal reasoning than either induction or deduction.
    • It is the purpose of inductive and deductive reasoning to test the hypotheses that emerge from the process of abduction.
  • Scientific Reasoning

    • To do this, they use two methods of logical thinking: inductive reasoning and deductive reasoning.
    • This type of reasoning is common in descriptive science.  
    • From many observations, the scientist can infer conclusions (inductions) based on evidence.
    • In deductive reason, the pattern of thinking moves in the opposite direction as compared to inductive reasoning.
    • Scientists use two types of reasoning, inductive and deductive, to advance scientific knowledge.
  • Deploying a Rational Appeal

    • Our focus on reasoning and how you to use evidence to reason with your audience is part of the study of logos.
    • Prior to your speech, it is important to consider the soundness of your evidence and reasoning.
    • Inductive reasoning: If you are engaging in inductive reasoning, you will want to consider whether you have observed or collected enough evidence to draw a highly probable conclusion.
    • If you are using statistical evidence as part of your inductive reasoning, it is important to consider how the data was collected and whether it is truly valid.
    • If you do not have valid statistical data, then the inductions will not be valid.
  • Reasoning

    • We use many mental shortcuts when conducting inductive, deductive, abductive, and analogous reasoning to find a solution to a problem.
    • Reason or "reasoning" is associated with thinking, cognition, and intellect.
    • In order to solve problems, we utilize four major forms of reasoning: deduction, induction, abduction, and analogy.
    • However, unlike deduction, induction, or abduction where at least one premise (or the conclusion) is general, analogy concerns itself only with specifics and particulars.
    • Differentiate between the processes of induction, deduction, abduction, and analogy, discussing heuristics that are used in these processes
  • Proof by Mathematical Induction

    • Proving an infinite sequence of statements is necessary for proof by induction, a rigorous form of deductive reasoning.
    • The assumption in the inductive step that the statement holds for some $n$, is called the induction hypothesis (or inductive hypothesis).
    • To perform the inductive step, one assumes the induction hypothesis and then uses this assumption to prove the statement for $n+1$.
    • This completes the induction step.
    • Mathematical induction can be informally illustrated by reference to the sequential effect of falling dominoes.
  • Motional EMF

    • As seen in previous Atoms, any change in magnetic flux induces an electromotive force (EMF) opposing that change—a process known as induction.
    • Motion is one of the major causes of induction.
    • When flux changes, an EMF is induced according to Faraday's law of induction.
    • To find the magnitude of EMF induced along the moving rod, we use Faraday's law of induction without the sign:
    • That a moving magnetic field produces an electric field (and conversely that a moving electric field produces a magnetic field) is part of the reason electric and magnetic forces are now considered as different manifestations of the same force (first noticed by Albert Einstein).
  • Inductance

    • Specifically in the case of electronics, inductance is the property of a conductor by which a change in current in the conductor creates a voltage in both the conductor itself (self-inductance) and any nearby conductors (mutual inductance).
    • Self-inductance, the effect of Faraday's law of induction of a device on itself, also exists.
    • where L is the self-inductance of the device.
    • Units of self-inductance are henries (H) just as for mutual inductance.
    • The inductance L is usually a given quantity.
  • Inductance

    • The answer is yes, and that physical quantity is called inductance.
    • Mutual inductance is the effect of Faraday's law of induction for one device upon another, such as the primary coil in transmitting energy to the secondary in a transformer.
    • The larger the mutual inductance M, the more effective the coupling.
    • Self-inductance, the effect of Faraday's law of induction of a device on itself, also exists.
    • where L is the self-inductance of the device.
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