Visual analysis of multiple route deviations

Yılmaz, Demet (2010) Visual analysis of multiple route deviations. [Thesis]

[thumbnail of 309409.Yilmaz_Demet.pdf] PDF

Download (2MB)


With the collection of excessive amounts of movement data, the analysis of routes has become very important in the exploration of these datasets. To reveal the hidden information in the data, many visualization approaches are proposed according to analysis type. The analysis in this thesis involves visualization of route deviations which occur due to several reasons such as traffic congestion, accidents, weather conditions, or operational issues. The proposed system integrates two visualization techniques for multiple routes visualization: circle-glyph representation and route coloring. While route coloring emphasizes deviations on general trends, circle-glyph visualization concentrates on the detailed analysis of deviations. Level of detail is applied in some visualization parts. A usability study with statistical analysis of its results is performed to evaluate the success of the proposed approaches.
Item Type: Thesis
Uncontrolled Keywords: Spatio-temporal data. -- Visualization of multiple routes. -- Route deviation. -- Glyph. -- Level of detail. -- Data analysis. -- Information display. -- Routing problems. -- Visualization. -- Detail level. -- Yer-zaman verileri. -- Çoklu rotaların görşelleştirilmesi. -- Rota sapması. -- Glif. -- Detay seviyeleri. -- Zaman-mekan verileri. -- Veri analizi. -- Bilgi gösterimi. -- Rotalama problemleri. -- Görselleştirme. -- Detay düzeyi.
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics > TK7885-7895 Computer engineering. Computer hardware
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Computer Science & Eng.
Faculty of Engineering and Natural Sciences
Depositing User: Dila Günay
Date Deposited: 02 Aug 2022 09:30
Last Modified: 02 Aug 2022 09:30

Actions (login required)

View Item
View Item