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Generalizing Prototype Theory: A Formal Quantum Framework

Overview of attention for article published in Frontiers in Psychology, March 2016
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (89th percentile)
  • High Attention Score compared to outputs of the same age and source (83rd percentile)

Mentioned by

news
1 news outlet
blogs
1 blog
twitter
8 X users

Citations

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28 Dimensions

Readers on

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43 Mendeley
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Title
Generalizing Prototype Theory: A Formal Quantum Framework
Published in
Frontiers in Psychology, March 2016
DOI 10.3389/fpsyg.2016.00418
Pubmed ID
Authors

Diederik Aerts, Jan Broekaert, Liane Gabora, Sandro Sozzo

Abstract

Theories of natural language and concepts have been unable to model the flexibility, creativity, context-dependence, and emergence, exhibited by words, concepts and their combinations. The mathematical formalism of quantum theory has instead been successful in capturing these phenomena such as graded membership, situational meaning, composition of categories, and also more complex decision making situations, which cannot be modeled in traditional probabilistic approaches. We show how a formal quantum approach to concepts and their combinations can provide a powerful extension of prototype theory. We explain how prototypes can interfere in conceptual combinations as a consequence of their contextual interactions, and provide an illustration of this using an intuitive wave-like diagram. This quantum-conceptual approach gives new life to original prototype theory, without however making it a privileged concept theory, as we explain at the end of our paper.

X Demographics

X Demographics

The data shown below were collected from the profiles of 8 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 43 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 43 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 19%
Researcher 7 16%
Student > Master 6 14%
Professor 3 7%
Student > Doctoral Student 3 7%
Other 9 21%
Unknown 7 16%
Readers by discipline Count As %
Computer Science 9 21%
Psychology 8 19%
Linguistics 4 9%
Business, Management and Accounting 3 7%
Engineering 2 5%
Other 7 16%
Unknown 10 23%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 18. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 09 January 2024.
All research outputs
#1,974,083
of 25,149,126 outputs
Outputs from Frontiers in Psychology
#3,989
of 33,952 outputs
Outputs of similar age
#31,813
of 306,757 outputs
Outputs of similar age from Frontiers in Psychology
#75
of 462 outputs
Altmetric has tracked 25,149,126 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 92nd percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 33,952 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 13.1. This one has done well, scoring higher than 88% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 306,757 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 89% of its contemporaries.
We're also able to compare this research output to 462 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 83% of its contemporaries.