Adaptive Semantics Visualization

丛 书 名：Studies in Computational Intelligence

版本说明：1

作     者：Kawa Nazemi (auth.) 

I S B N：(纸本) 9783319308159;9783319308166 

出 版 社：Springer International Publishing 

出 版 年：2016年

主 题 词：Information visualization. Semantic computing 

学科分类：08[工学] 080203[工学-机械设计及理论] 0802[工学-机械工程] 

摘      要：This book introduces a novel approach for intelligent visualizations that adapts the different visual variables and data processing to humans 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.