PerCon: A personal digital library for heterogeneous data

机译：PerCon：用于异构数据的个人数字图书馆

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摘要

Systems are needed to support access to and analysis of large heterogeneous scientific datasets. We developed PerCon, a data management and analysis environment, to support such activities. PerCon processes and integrates data gathered via queries to existing data providers to create a personal digital library of data. Users may then search, browse, visualize and annotate the data as they proceed with analysis and interpretation. Interpretation in PerCon takes place in a visual workspace in which multiple data visualizations and annotations are placed into spatial arrangements based on the current task. The system watches for patterns in the user's data selection and organization and through mixed-initiative interaction assists users by suggesting potentially relevant data from unexplored data sources. PerCon's data location and analysis capabilities were evaluated in a controlled study with 24 users. Study participants had to locate and analyze heterogeneous weather and river data with and without the visual workspace and mixed-initiative interaction, respectively. Results indicate that the visual workspace facilitated information representation and aided in the identification of relationships between datasets. The system's suggestions encouraged data exploration, leading participants to identify more evidence of correlation among data streams and more potential interactions among weather and river data.

机译：需要系统来支持对大型异构科学数据集的访问和分析。我们开发了PerCon（一种数据管理和分析环境）来支持此类活动。 PerCon处理并整合通过查询收集的数据到现有的数据提供者，以创建一个个人数字数据图书馆。然后，用户可以在进行分析和解释时搜索，浏览，可视化和注释数据。 PerCon中的解释发生在一个可视工作空间中，在该工作空间中，根据当前任务将多个数据可视化和注释放置在空间排列中。该系统监视用户数据选择和组织中的模式，并通过混合启动交互来建议未开发数据源中潜在的相关数据，从而帮助用户。 PerCon的数据定位和分析功能在24位用户的对照研究中进行了评估。研究参与者必须分别在有和没有视觉工作区和混合启动交互的情况下，定位和分析异构天气和河流数据。结果表明，视觉工作区有助于信息表示并有助于识别数据集之间的关系。该系统的建议鼓励了数据探索，促使参与者识别出更多数据流之间相关性的证据以及天气和河流数据之间更多潜在的相互作用。

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来源
《2014 IEEE/ACM Joint Conference on Digital Libraries》|2014年|97-106|共10页
会议地点 London(GB)
作者
Park S.I.; Shipman F.;
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作者单位

Dept. of Comput. Sci. Eng., Texas AM Univ., College Station, TX, USA;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
data analysis; data structures; data visualisation; digital libraries; query processing; PerCon; data analysis; data browsing; data management; data providers; data search; data visualization; heterogeneous data; information representation; large heterogeneous scientific datasets; mixed-initiative interaction; personal digital library; queries; visual workspace; Browsers; Computer architecture; Data analysis; Data visualization; Databases; Libraries; Visualization; Heterogeneous data; data analysis; management; mixed-initia;

机译：数据分析;数据结构;数据可视化;数字图书馆;查询处理; PerCon;数据分析;数据浏览;数据管理;数据提供者;数据搜索;数据可视化;异构数据;信息表示;大型异构科学数据集;混合主动交互;个人数字图书馆;查询;视觉工作区;浏览器;计算机体系结构;数据分析;数据可视化;数据库;图书馆;可视化;异构数据;数据分析;管理;混合初始;

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机译：公共图书馆基于邻域的图书馆内使用情况的绩效衡量：使用个人数字数据收集器的全国范围内的少数族裔和多数白人/低收入市场研究
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机译：基于MPEG-7的十二维数字图像数据库：使用本体建立个人照片库
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机译：基于MPEG-7的十二维数字图像数据库：使用本体建立个人照片库
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机译：锁定：异构数据的个人数字图书馆
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机译：Percon：用于异构数据管理和分析的个人数字图书馆
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机译：将新技术应用于大学医学图书馆：个人数字助理
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机译：委员会关于保护个人在社区中处理个人数据和信息安全的沟通。关于保护与个人数据处理有关的个人的理事会指令的提案。欧洲共同体成员国政府代表在理事会内举行会议的决议草案。委员会关于向欧洲共同体机构和其他机构申请的关于保护个人数据处理方面的理事会指令所载原则的声明。关于在公共数字电信网络，特别是综合业务数字网（IsDN）和公共数字移动网络中保护个人数据和隐私的理事会指令的提案。建议理事会关于开放谈判的决定，以期欧洲共同体对欧洲委员会的让步，以保护个人自动处理个人数据。关于理事会在信息安全领域的决定的提案。 COm（90）314决赛，1990年9月13日

PerCon: A personal digital library for heterogeneous data

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