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Adaptive semantics visualization

This book introduces a novel approach for intelligent visualizations that adapts the different visual variables and data processing to human’s behavior and given tasks. Thereby a number of new algorithms and methods are introduced to satisfy the human need of information and knowledge and enable a u...

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Detalles Bibliográficos
Autor principal: Nazemi, Kawa
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-30816-6
http://cds.cern.ch/record/2143520
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author Nazemi, Kawa
author_facet Nazemi, Kawa
author_sort Nazemi, Kawa
collection CERN
description This book introduces a novel approach for intelligent visualizations that adapts the different visual variables and data processing to human’s behavior and given tasks. Thereby a number of new algorithms and methods are introduced to satisfy the human need of information and knowledge and enable a usable and attractive way of information acquisition. Each method and algorithm is illustrated in a replicable way to enable the reproduction of the entire “SemaVis” system or parts of it. The introduced evaluation is scientifically well-designed and performed with more than enough participants to validate the benefits of the methods. Beside the introduced new approaches and algorithms, readers may find a sophisticated literature review in Information Visualization and Visual Analytics, Semantics and information extraction, and intelligent and adaptive systems. This book is based on an awarded and distinguished doctoral thesis in computer science.
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spelling cern-21435202021-04-21T19:45:06Zdoi:10.1007/978-3-319-30816-6http://cds.cern.ch/record/2143520engNazemi, KawaAdaptive semantics visualizationEngineeringThis book introduces a novel approach for intelligent visualizations that adapts the different visual variables and data processing to human’s behavior and given tasks. Thereby a number of new algorithms and methods are introduced to satisfy the human need of information and knowledge and enable a usable and attractive way of information acquisition. Each method and algorithm is illustrated in a replicable way to enable the reproduction of the entire “SemaVis” system or parts of it. The introduced evaluation is scientifically well-designed and performed with more than enough participants to validate the benefits of the methods. Beside the introduced new approaches and algorithms, readers may find a sophisticated literature review in Information Visualization and Visual Analytics, Semantics and information extraction, and intelligent and adaptive systems. This book is based on an awarded and distinguished doctoral thesis in computer science.Springeroai:cds.cern.ch:21435202016
spellingShingle Engineering
Nazemi, Kawa
Adaptive semantics visualization
title Adaptive semantics visualization
title_full Adaptive semantics visualization
title_fullStr Adaptive semantics visualization
title_full_unstemmed Adaptive semantics visualization
title_short Adaptive semantics visualization
title_sort adaptive semantics visualization
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-30816-6
http://cds.cern.ch/record/2143520
work_keys_str_mv AT nazemikawa adaptivesemanticsvisualization