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大規模時系列データの詳細度制御を利用した可視化 内田悠美子,伊藤貴之 (お茶の水女子大学大学院 人間文化創成科学研究科) FRUITS Time: A visualization technique using level of detail control for large scale time series data Yumiko UCHIDA and Takayuki ITOH ABSTRACT This paper presents a technique for visualizing large scale time series data. This technique represents variation over time in data as line charts. We cannot figure out feature of time series data, when we draw the data which contain a large amount of elements as line charts in one display. To solve this problem, this technique uses a level-of-detail control technique. The technique applies a clustering technique based on shapes of charts, and selects representative line charts for each cluster. It displays only representative charts for level-of-detail control. Moreover, the technique can interactively control level-of-detail on the display. We suppose there are various applications of the technique since we can figure out which the chart has interesting behaviors from the visualization result applying level-of-detail control. This paper shows the visualization result of volume data obtained from weather simulation and observed temperature data throughout Japan as examples of results of the proposed technique.