Controlling the visualization: evaluating spatial data mining patterns while exploring a familiar geographic environment

机译：控制可视化：在探索熟悉的地理环境的同时评估空间数据挖掘模式

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This paper presents results from an empirical research study designed to investigate the affect of data format on user exploration patterns of spatial data visualized through GIS tables and maps. An experiment was designed in which geographic data were organized into point, line, and area tables and maps. These data were explored through a customized GIS interface and user exploration patterns were recorded. The results provide support for the application of the dominant framework theories (that explain mental map formation from direct exposure to a real-world geographic environment) to learning spatial data visualized in GIS.

机译：本文提供了一项实证研究的结果，该研究旨在调查数据格式对通过GIS表格和地图可视化的空间数据的用户探索模式的影响。设计了一个实验，其中将地理数据组织成点，线和面的表格和地图。通过定制的GIS界面对这些数据进行了探索，并记录了用户探索模式。结果为主要框架理论（解释从直接暴露于现实世界的地理环境的心理图形成）到学习以GIS可视化的空间数据提供了支持。

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《Information Visualisation, 2005. Proceedings. Ninth International Conference on》|2005年|P.764-769|共6页
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Lobben A.K.;
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中图分类工业技术;
关键词
data mining; data visualisation; geographic information systems; GIS interface; data format; geographic environment; mental map formation; spatial data mining; user exploration pattern;

机译：数据挖掘;数据可视化;地理信息系统; GIS接口;数据格式;地理环境;思维导图形成;空间数据挖掘;用户探索模式;

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1. Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System [J] . Won-MoJung, TaehyungLee, In-SeonLee, Evidence-based complementary and alternative medicine: eCAM . 2015,第2期

机译：使用经典医学文献中的数据挖掘进行穴位指征的空间模式：经络系统的可能可视化
2. Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System [J] . Won-MoJung, TaehyungLee, In-SeonLee, Evidence-based complementary and alternative medicine: eCAM . 2015,第2期

机译：使用经典医学文献中的数据挖掘进行穴位指征的空间模式：经络系统的可能可视化
3. Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System [J] . Jung Won-Mo, Lee Taehyung, Lee In-Seon, Evidence-based complementary and alternative medicine: eCAM . 2015,第13期

机译：使用数据挖掘在经典医学文本中的空间模式的空间模式：Meridian系统的可能可视化
4. Controlling the visualization: evaluating spatial data mining patterns while exploring a familiar geographic environment [C] . Lobben A.K. International Conference on Information Visualisation . 2005

机译：控制可视化：评估空间数据挖掘模式，同时探索熟悉的地理环境
5. Integrating a shrub growth model with remote sensing and geographic information system data to predict shrub spatial growth patterns in a post fire environment [D] . Harris, Gregory Dean 2004

机译：将灌木丛生长模型与遥感和地理信息系统数据集成，以预测火灾后环境中的灌木丛空间生长模式
6. Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System [O] . Won-Mo Jung, Taehyung Lee, In-Seon Lee, 2015

机译：使用经典医学文献中的数据挖掘进行穴位指征的空间模式：经络系统的可能可视化
7. : "This paper deals with the functionality of the flaked stone assemblages from several Neolithic sites of the NE of the Iberian Peninsula. The chronological framework ranges from the mid-6th to the mid-4th millennium cal. BCE, which corresponds to the Early and Middle Neolithic. This long period ranges from the arrival of the first farming communities in the Iberian Peninsula, around 5600-5500 cal. BCE, to 3600-3500 cal. BCE, two millennia later, when Neolithic communities had stably occupied most of the available territory, from the mountainous areas of the Pyrenees to the coastal areas of the Mediterranean.In this context, the NE of the Iberian Peninsula is one of the areas where a major number of use-wear analyses have been carried out, especially for what concerns the Neolithic period. This is mainly due to the interest shown by the directors of the excavations and by the Spanish use-wear specialists as well; both participated and cooperated in order to enlarge the number of contexts studied, making the NE of the Iberian Peninsula one of the areas of Europe with the largest number of ‘functional studies’. As a result, today we have a reliable picture of the type of lithic tools used by the first farming groups, how they were used, and which needs they were satisfying.The methodology employed for this type of analysis is today broadly shared by most use-wear specialists. A stereoscopic microscope is used together with a reflected-light microscope for the analysis of the archaeological specimens. Afterwards, the observed use-wear traces are compared with the traces from experimental tools. This study primarily made use of the tools preserved at the ‘Traceoteque’ of the Institución Milà y Fontanals of the CSIC of Barcelona.This paper presents the results obtained for the different types of analysed sites and the relative lithic assemblages. In this way, tools from different contexts are compared: open-air sites, caves and rock-shelters, pit-sites, burials, and mining sites. Such a diversity of contexts allowed for the exploration of the existence of recurrences and differences in the functionality of the lithic tools from one site to another. The results obtained have also provided information on some aspects related to the economic processes carried out at the different sites, caves, rock-shelters and open-air contexts. It has been possible to gain fresh data on the types of tasks carried out and their relative importance for each site, their relation with the geographical and environmental context and the natural resources available there. In addition, analysing tools recovered from burials – mainly individual inhumations – provided information on the relationships between the buried individuals and the working tools, in particular exploring the relationships between sex and age patterns and the types of tools deposited as goods.In conclusion, use-wear analysis allowed for the exploration of a variety of issues; from technical aspects related to the production and management of the lithic resources to social aspects related to the subsistence activities and the individuals that carried them out." [O] . Gibaja Bao, Juan Francisco, Mazzucco, Niccolo 2015

机译：：“本文研究了伊比利亚半岛东北部几个新石器时代遗址的片状石材组合的功能。时间框架从公元前6世纪中叶到4世纪中叶，分别对应于早期和早期。新石器时代中期，这段时间的长短是从伊比利亚半岛的第一个农业社区到来，大约在公元前5600-5500 cal，到了两千年后的3600-3500 BCE，当时新石器时代的社区稳定地占据了大部分可用土地。从比利牛斯山脉山区到地中海沿岸地区。在这种情况下，伊比利亚半岛东北部是进行过大量使用磨损分析的地区之一，尤其是在关注方面新石器时代，这主要是由于发掘负责人和西班牙使用服装专家表现出的浓厚兴趣；他们参与和合作以扩大孔蒂的数量xts进行了研究，使伊比利亚半岛的NE成为“功能研究”数量最多的欧洲地区之一。结果，今天我们可以可靠地了解第一批耕作小组使用的石器工具的类型，使用方法以及它们满足的需求。今天，大多数使用方法广泛共享用于这种类型的分析的方法穿专家。立体显微镜与反射光显微镜一起用于分析考古样本。然后，将观察到的使用磨损痕迹与实验工具的痕迹进行比较。这项研究主要利用了巴塞罗那CSIC的米拉·丰塔纳尔研究所的“ Traceoteque”中保存的工具。本文介绍了针对不同类型的分析地点和相对石器组合所获得的结果。通过这种方式，可以比较来自不同环境的工具：露天场所，洞穴和岩石避难所，露天场所，埋葬场所和采矿场所。如此多样的上下文允许探索重复性的存在以及从一个站点到另一个站点的石器工具的功能差异。所获得的结果还提供了与在不同地点，洞穴，避难所和露天环境中进行的经济过程有关的某些方面的信息。可以获得有关所执行任务的类型及其对每个站点的相对重要性，它们与地理和环境环境以及那里可用自然资源的关系的新数据。此外，对从墓葬中回收的工具（主要是个人遗体）进行分析，可提供有关被掩埋的个体与工作工具之间关系的信息，尤其是探索性别与年龄模式之间的关系以及作为商品存放的工具的类型。磨损分析允许探索各种问题；从与石器资源的生产和管理有关的技术方面到与自给活动及其实施者有关的社会方面。”

Controlling the visualization: evaluating spatial data mining patterns while exploring a familiar geographic environment

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