QuViS --视觉选址问题
QuViS -- The Question of Visual Site Selection
摘要:
本文介绍了QuViS,这是一个交互式平台的可视化和探索性数据分析的网站选择。QuViS的目的是在选址过程中为决策者和专家提供支持。除了用于探索性分析的可视化引擎外,QuViS还集成了我们的自动选址方法(QuIS),该方法根据经济学家和专家选择的位置因素自动推荐不同的地点。为了展示QuViS的潜力并突出其可视化和探索能力,对1,556家德国超市选址进行了案例研究。真实的公开数据集包含德国所有11,162个多重性的450个位置因子,涵盖过去10-15年。案例研究结果表明,QuViS提供了一个简单,直观的方式进行探索性分析的多维地理空间数据。
英文摘要:
This paper present QuViS, which is an interactive platform for visualization and exploratory data analysis of site selection. The aim of QuViS is to support decision makers and experts during the process of site selection. In addition to visualization engine for exploratory analysis, QuViS is also integrated with our automatic site selection method (QuIS), which recommend different sites automatically based on the selected location factors by economists and experts. To show the potential and highlight the visualization and exploration capabilities of QuViS, a case study on 1,556 German supermarket site selection is performed. The real publicly available dataset contains 450 location factors for all 11,162 multiplicities in Germany, covering the last 10-15 years. Case study results shows that QuViS provides an easy and intuitive way for exploratory analysis of geospatial multidimensional data.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。