Study of Human Perception with the Usage of Information Entropy Analysis of Patterns
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12520%2F15%3A43888605" target="_blank" >RIV/60076658:12520/15:43888605 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Study of Human Perception with the Usage of Information Entropy Analysis of Patterns
Original language description
We introduce a new research methodology based on the Partial Least Squares Regression (PLSR) statistical method to examine human perception of shapes and patterns in a set of images. The matrix of predictors was formed by a computed spectra of dependencyof a new information-entropic variable ? Point Information Gain Entropy ? on a dimensionless coeficient ?. It distinguishes between the semantic, syntactic, and total information brought by each image. The matrix of responses was gained from a sample ofthe human population. The matrix is a set of classification vectors assigning the identity number of the classification group to each image for each human evaluator. For each evaluator, we analyzed weighted regression coefficients (outputs of the PLSR model), which give weights of the coefficients ? for classification of images into groups. Testing the method on a group of 86 evaluators with black-and-white drawings by František Kupka shows relatively uniform classification, which clear
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BD - Information theory
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
PURPLSOC: The Workshop 2014 (PURPLSOC: Pursuit of Pattern Languages for Societal Change, 1)
ISBN
978-3-7375-5458-9
ISSN
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e-ISSN
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Number of pages
452
Pages from-to
366-384
Publisher name
epubli
Place of publication
Krems
Event location
Krems
Event date
Nov 14, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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