Interaction for Visualization (Synthesis Lectures on Visualization)
暫譯: 視覺化互動(視覺化綜合講座)

Christian Tominski

  • 出版商: Morgan & Claypool
  • 出版日期: 2015-06-01
  • 售價: $1,930
  • 貴賓價: 9.5$1,834
  • 語言: 英文
  • 頁數: 108
  • 裝訂: Paperback
  • ISBN: 1627057730
  • ISBN-13: 9781627057738
  • 海外代購書籍(需單獨結帳)

商品描述

Visualization has become a valuable means for data exploration and analysis. Interactive visualization combines expressive graphical representations and effective user interaction. Although interaction is an important component of visualization approaches, much of the visualization literature tends to pay more attention to the graphical representation than to interaction. The goal of this work is to strengthen the interaction side of visualization. Based on a brief review of general aspects of interaction, we develop an interaction-oriented view on visualization. This view comprises five key aspects: the data, the tasks, the technology, the human, as well as the implementation. Picking up these aspects individually, we elaborate several interaction methods for visualization. We introduce a multi-threading architecture for efficient interactive exploration. We present interaction techniques for different types of data e.g., multivariate data, spatio-temporal data, graphs) and different visualization tasks (e.g., exploratory navigation, visual comparison, visual editing). With respect to technology, we illustrate approaches that utilize modern interaction modalities (e.g., touch, tangibles, proxemics) as well as classic ones. While the human is important throughout this work, we also consider automatic methods to assist the interactive part. In addition to solutions for individual problems, a major contribution of this work is the overarching view of interaction in visualization as a whole. This includes a critical discussion of interaction, the identification of links between the key aspects of interaction, and the formulation of research topics for future work with a focus on interaction.

商品描述(中文翻譯)

視覺化已成為數據探索和分析的重要手段。互動式視覺化結合了表現力強的圖形表示和有效的用戶互動。儘管互動是視覺化方法中的一個重要組成部分,但許多視覺化文獻往往更關注圖形表示而非互動。本研究的目標是加強視覺化的互動面。基於對互動一般方面的簡要回顧,我們發展出一種以互動為導向的視覺化觀點。這一觀點包括五個關鍵方面:數據、任務、技術、人類以及實施。針對這些方面,我們詳細闡述了幾種視覺化的互動方法。我們介紹了一種多線程架構,以實現高效的互動探索。我們提出了針對不同類型數據(例如,多變量數據、時空數據、圖形)和不同視覺化任務(例如,探索性導航、視覺比較、視覺編輯)的互動技術。關於技術,我們說明了利用現代互動方式(例如,觸控、實體物件、親近感)以及經典方式的方法。雖然人類在整個研究中都很重要,但我們也考慮了自動化方法來輔助互動部分。除了針對個別問題的解決方案外,本研究的一個主要貢獻是對視覺化中互動的整體觀點。這包括對互動的批判性討論、識別互動關鍵方面之間的聯繫,以及針對未來以互動為重點的研究主題的制定。