数据可视化 PDF 高清电子书 免费下载 完整版 在线阅读- 高飞网
数据可视化

数据可视化

数据
浏览人数:5
读者:                   ...

					
基 础 篇   
第1 章 数据可视化简介 ............................................................................2   
1.1 可视化释义 ..................................................................................................2   
1.2 可视化简史 .......................................................................................................8   
1.3 数据可视化详解 ............................................................................................................23   
1.4 数据可视化研究挑战 ....................................................................................................43   
参考文献 .........................................................................................................44   
第2 章 视觉感知与认知 ..........................................................................47   
2.1 视觉感知和认知 ............................................................................................................47   
2.2 颜色 ...............................................................................................................................54   
2.3 视觉编码原则 ................................................................................................................62   
参考文献 ..........................................................................................................81   
第3 章 数据 ............................................................................................84   
3.1 数据释义 ..................................................................................................84   
3.2 数据获取和预处理 ........................................................................................................91   
3.3 数据组织与管理 ............................................................................................................93   
3.4 数据分析与挖掘 ..........................................................................................................103   
3.5 数据工作流 .......................................................................................................... 113   
3.6 数据科学的挑战 .................................................................................................. 116   
参考文献 ............................................................................................................... 117   
第4 章 数据可视化基础 ........................................................................120   
4.1 数据可视化基本框架 ..................................................................................................120   
4.2 可视化中的数据 ..........................................................................................................127   
4.3 可视化的基本图表 ......................................................................................................129   
4.4 可视化设计原则 ..........................................................................................................137   
目录 XIII    
4.5 可视化理论发展 ..........................................................................................................148   
参考文献 .........................................................................................................155   
时空数据篇   
第5 章 空间标量场可视化 .....................................................................158   
5.1 一维标量场可视化 ......................................................................................................158   
5.2 二维标量场可视化 ......................................................................................................160   
5.3 三维标量场数据可视化 ..............................................................................................163   
参考文献 ..................................................................................................212   
第6 章 地理信息可视化 ........................................................................220   
6.1 地图投影 .........................................................................................221   
6.2 点数据的可视化 ..........................................................................................................225   
6.3 线数据的可视化 ..........................................................................................................230   
6.4 区域数据的可视化 ......................................................................................................235   
6.5 地理信息可视化的应用 ..............................................................................................241   
6.6 地理信息可视化的其他挑战 ......................................................................................249   
参考文献 ................................................................................................250   
第7 章 大规模多变量空间数据场可视化 ...............................................253   
7.1 大规模空间标量场数据的实时体可视化 ..................................................................254   
7.2 时变异构空间数据场的特征追踪与可视化 ..............................................................256   
7.3 空间向量场数据可视化 ..............................................................................................260   
7.4 空间张量场数据可视化 ..............................................................................................273   
7.5 多变量空间数据场可视化 ..........................................................................................287   
参考文献 ............................................................................................................292   
第8 章 时变数据可视化 ........................................................................302   
8.1 时间属性的可视化 ......................................................................................................304   
8.2 多变量时变型数据可视化 ..........................................................................................314   
8.3 流数据可视化 .................................................................................319   
参考文献 ..................................................................................................331   
非时空数据篇   
第9 章 层次和网络数据可视化 ..............................................................336   
9.1 层次数据 ...............................................................................................336   
9.2 网络数据 .......................................................................................353   
参考文献 ...................................................................................................381   
第10 章 文本和文档可视化 ...................................................................387   
10.1 文本可视化释义 ........................................................................................................387   
10.2 文本信息分析基础 ....................................................................................................390   
10.3 文本内容可视化 ........................................................................................................393   
10.4 文本关系可视化 ........................................................................................................408   
10.5 文本多层面信息的可视表达 ....................................................................................413   
10.6 总结 ....................................................................................................415   
参考文献 .................................................................................................415   
第11 章 跨媒体数据可视化 ...................................................................418   
11.1 图像 ...............................................................................................418   
11.2 视频 ..................................................................................................422   
11.3 声音与音乐 ................................................................................................................427   
11.4 超媒体 ..........................................................................................432   
参考文献 ................................................................................................453   
第12 章 复杂高维多元数据的可视化 ....................................................456   
12.1 高维多元数据 ............................................................................................................457   
12.2 非结构化与异构数据的可视化 ................................................................................472   
12.3 大尺度数据的可视化 ................................................................................................477   
12.4 数据不确定性的可视化 ............................................................................................483   
参考文献 ..............................................................................................498   
用 户 篇   
第13 章 可视化中的交互 ......................................................................504   
13.1 交互准则 ............................................................................................505   
13.2 交互分类 ..........................................................................................509   
13.3 交互技术 .................................................................................................. 511   
13.4 交互与硬件设备 ........................................................................................................532   
参考文献 ..................................................................................................537   
第14 章 可视化评测 ..............................................................................543   
14.1 评测流程 ........................................................................................544   
14.2 影响评测效度的因素 ................................................................................................545   
14.3 评测方法 ............................................................................................550   
14.4 评测实例分析 ............................................................................................................551   
14.5 总结 .............................................................................................558   
参考文献 .......................................................................................................558   
第15 章 面向领域的数据可视化 ............................................................560   
15.1 高性能科学计算 ........................................................................................................560   
15.2 生命科学 .........................................................................................569   
15.3 其他科学与艺术 ........................................................................................................584   
15.4 网络与系统安全的可视化 ........................................................................................591   
15.5 商业智能可视化 ........................................................................................................593   
15.6 金融数据可视化 ........................................................................................................599   
参考文献 ..................................................................................................605   
第16 章 可视化研究与开发资源 ............................................................ 611   
16.1 可视化软件 ................................................................................................... 611   
16.2 可视化开发工具 ........................................................................................................623   
16.3 数据分析和数据挖掘软件与开发工具 ....................................................................627   
16.4 可视化数据集资源 ....................................................................................................629   
16.5 可视化信息资源 ........................................................................................................630   
16.6 可视化研究机构 ........................................................................................................631   
看过本书的人还看过