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Analogical Reasoning Involving Semantic Relations in Children and Machines.

紀錄類型:	書目-語言資料,手稿 : Monograph/item
正題名/作者:	Analogical Reasoning Involving Semantic Relations in Children and Machines./
作者:	Ionescu, Amalia.
面頁冊數:	1 online resource (122 pages)
附註:	Source: Dissertations Abstracts International, Volume: 85-12, Section: B.
Contained By:	Dissertations Abstracts International85-12B.
標題:	Cognitive psychology. -
電子資源:	click for full text (PQDT)
ISBN:	9798382816753

Analogical Reasoning Involving Semantic Relations in Children and Machines.
Ionescu, Amalia.

Analogical Reasoning Involving Semantic Relations in Children and Machines. - 1 online resource (122 pages)

Source: Dissertations Abstracts International, Volume: 85-12, Section: B.

Thesis (Ph.D.)--University of California, Los Angeles, 2024.

Includes bibliographical references

Understanding abstract relations is a crucial aspect of human cognition. This thesis explores how children learn to reason about semantic relations, such as antonyms and synonyms, and the factors that enhance their ability to use these relations for analogical reasoning (e.g., understanding that big:small hold the same relation as clean:dirty). Chapter I investigates the early stages of how young children generate antonyms, identifies patterns in their responses across different parts of speech, and compares their abilities to those of relational and natural language models. Chapters II and III focus on how both children and models utilize antonyms to solve verbal analogies, and how relational language cues and semantic distance affect this skill. This thesis provides a comprehensive examination of the development of antonymy understanding and identifies key factors that can enhance the ability of both children and models to solve verbal analogies.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2024

Mode of access: World Wide Web

ISBN: 9798382816753Subjects--Topical Terms:

556029
Cognitive psychology.
Subjects--Index Terms:

Analogical reasoningIndex Terms--Genre/Form:

554714
Electronic books.

Analogical Reasoning Involving Semantic Relations in Children and Machines.
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504 $a Includes bibliographical references
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653 $a Analogical reasoning
653 $a Computational models
653 $a Semantic distance
653 $a Semantic relations
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