자료유형  

 학위논문

Control Number  

0016934475

International Standard Book Number  

9798380484121

Dewey Decimal Classification Number  

400

Main Entry-Personal Name  

Vicinanza, Paul.

Publication, Distribution, etc. (Imprint  

[S.l.] : Stanford University., 2023

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2023

Physical Description  

1 online resource(170 p.)

General Note  

Source: Dissertations Abstracts International, Volume: 85-04, Section: A.

General Note  

Advisor: Goldberg, Amir;McFarland, Daniel;Rao, Hayagreeva.

Dissertation Note  

Thesis (Ph.D.)--Stanford University, 2023.

Restrictions on Access Note  

This item must not be sold to any third party vendors.

Summary, Etc.  

요약Where do prescient ideas-those that initially challenge conventional assumptions but later achieve widespread acceptance-come from? Although their outcomes in the form of technical innovation are readily observed, the underlying ideas that eventually change the world are often obscured. Here we develop a novel method that uses deep learning to unearth the markers of prescient ideas from the language used by individuals and groups. Our language-based measure identifies prescient actors and documents that prevailing methods would fail to detect. Applying our model to corpora spanning the disparate worlds of politics, law, and business, we demonstrate that it reliably detects prescient ideas in each domain. Moreover, counter to many prevailing intuitions, prescient ideas emanate from each domain's periphery rather than its core. These findings suggest that the propensity to generate far-sighted ideas may be as much a property of contexts as of individuals.

Subject Added Entry-Topical Term  

Language.

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Evidence.

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Success.

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Professional baseball.

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Political parties.

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Congressional elections.

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Race relations.

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Power.

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Trials.

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Supreme Court decisions.

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Election results.

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Probability.

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Sociology.

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Legislation.

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Linguistics.

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Criminal investigations.

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Civil rights.

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Semantics.

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Judges & magistrates.

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Congressional committees.

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Law.

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Law enforcement.

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Logic.

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Patent law.

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Political science.

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Sports management.

Added Entry-Corporate Name  

Stanford University.

Host Item Entry  

Dissertations Abstracts International. 85-04A.

Host Item Entry  

Dissertation Abstract International

Electronic Location and Access  

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Control Number  

joongbu:642156