In this paper, we propose a geospatial data management framework called IRIDEF which captures and analyzes user's exploratory feedback for an enriched guidance mechanism in the context of interactive analysis. We discuss that exploratory feedback can be a proxy for decision-making feedback when the latter is scarce or unavailable. IRIDEF identifies regions of interest (ROIs) via exploratory feedback and highlights a few interesting and out-of-sight POIs in each ROI. These highlights enable the user to shape up his/her future interactions with the system. We detail the components of our proposed framework in the form of a data analysis pipeline and present the aspects of efficiency and effectiveness for each component. We also discuss evaluation plans and future directions for IRIDEF.
翻译:在本文中,我们提议了一个称为IRIDEF的地理空间数据管理框架,它收集并分析用户探索性反馈,以便在互动分析的背景下建立一个更丰富的指导机制。我们讨论探索性反馈可以作为决策反馈的替代,如果后者稀缺或不存在。研究所通过探索性反馈确定感兴趣的区域,并突出每个ROI中几个有趣和视觉外的POI。这些亮点使用户能够形成他/她今后与系统的互动关系。我们以数据分析管道的形式详细介绍了我们拟议框架的组成部分,并介绍了每个组成部分的效率和有效性的各个方面。我们还讨论了IRIDEF的评价计划和今后的方向。