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関連する概念動画

Associative Learning01:27

Associative Learning

569
Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
569
Natural and Artificial Concepts01:24

Natural and Artificial Concepts

264
In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint...
264
The Representativeness Heuristic02:13

The Representativeness Heuristic

16.2K
The representative heuristic describes a biased way of thinking, in which you unintentionally stereotype someone or something. For example, you may assume that your professors spend their free time reading books and engaging in intellectual conversation, because the idea of them spending their time playing volleyball or visiting an amusement park does not fit in with your stereotypes of professors.
16.2K
Basic Concept01:28

Basic Concept

969
Engineering mechanics is a branch of engineering that studies motion and the forces acting on objects. It is a fundamental subject and forms the basis of many other engineering disciplines. Length, time, mass, and force are some basic concepts in engineering mechanics.
Length, which measures the distance traveled by an object, is a fundamental concept in engineering mechanics. We use coordinates relative to a reference point to describe the distance. Length not only helps to describe the...
969
Storage01:23

Storage

131
A schema is a mental framework that helps individuals organize and interpret information. Schemata, formed from previous experiences, influence how we process new information: how we encode it, the inferences we make, and how we retrieve it. For instance, a schema for what a typical classroom looks like might include desks, a teacher's desk, a whiteboard, and students in such an environment. This expectation helps us quickly understand and navigate new classrooms without needing to analyze...
131
Concepts and Prototypes01:24

Concepts and Prototypes

220
The human nervous system handles vast amounts of information by translating sensory stimuli into neural impulses, which the brain processes, creating thoughts expressed through language or stored as memories. The brain also synthesizes information from emotions and memories, which significantly influence thoughts and behaviors. This intricate process creates a comprehensive mental picture.
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
220

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Updated: Sep 9, 2025

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
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A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments

Published on: March 1, 2022

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リレーショナル・コンセプト・ラーニングのための単体表現と構成表現の奨励

Daniel Corral1, Matt Jones2

  • 1Syracuse University, United States of America.

Cognition
|September 3, 2025
PubMed
まとめ

関連概念の単位表現は,特に推論のタスクでは,カテゴリー学習を改善します. これは,コンセプトを構成要素によってではなく,全体的に見ることが,日常的推論に より認知的に効率的であることを示唆しています.

科学分野:

  • 認知心理学
  • 学習科学
  • 人工知能

背景:

  • 関連学習理論はしばしば構成表現に焦点を当てており,概念は要素間の相互接続を通して理解されます.
  • 単一表現 (概念を全体として見る) という代替案は理論上の可能性であるが,心理学的文脈での経験的探求は欠けている.
  • 学習と推論のプロセスを最適化するために,異なる表現戦略を理解することが重要です.

研究 の 目的:

  • リレーショナル・コンセプト・ラーニングにおけるユニタリー対構成表現の心理的意味を調査する.
  • 異なる表現戦略を奨励することは,分類と推論のタスクのパフォーマンスにどのように影響するか判断する.
  • 統一表現が認知的に効率的かもしれないという仮説を検証する.

主な方法:

  • 構成的対単一表現を促進する条件下での学習成果を比較するために3つの実験が行われました.
  • 分類と推論に基づくカテゴリー学習タスクに従事する参加者
  • 推奨された表現戦略の影響を評価するために,パフォーマンスメトリックを分析しました.

主要な成果:

  • 単数表現を奨励することで 構成表現と比較して 学習が著しく改善されました
  • 単数表現のこの利点は,推論に基づく学習タスクにおいて特に顕著であった.
キーワード:
カテゴリー学習コンセプト表現リレーショナル・ラーニング役割に基づく推論単体表現と構成表現

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RBDT: A Computerized Task System based in Transposition for the Continuous Analysis of Relational Behavior Dynamics in Humans
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  • 2つの表現的アプローチの間の認知負荷の違いを示唆しています.
  • 結論:

    • 単一表現は,特に複雑な推論において,構成的なものよりも,関係的な概念の学習においてより有効であるように見える.
    • 単一表現と関連した認知の負荷の減少は,それらを日常的な学習と推論のデフォルト戦略にすることができます.
    • 将来の研究では,各種の表現が最も有益な条件を調査する必要があります.