Automated GISci for Network-based Decisions: Session I

Type: Paper
Sponsor Groups: Spatial Analysis and Modeling Specialty Group, Transportation Geography Specialty Group, Geographic Information Science and Systems Specialty Group
Poster #:
Day: 4/14/2018
Start / End Time: 2:00 PM / 3:40 PM
Room: Bourbon Room, Astor, Mezzanine
Organizers: James Gaboardi, Levon Mikaelian
Chairs: Levon Mikaelian


Human activity is typically confined to networks or occurs in relatively close proximity to them.  The abstract concept of a network is a topologically connected set of edges and vertices, with concrete examples being roads in a city, bike paths in a park, interconnected railway lines, airline connections, and trans-oceanic shipping lines.  Networks function as the primary means of transportation for people and goods, and play a large role in determining humans’ economic and social outcomes.  For these reasons, most types of facilities are located along networks and most people reside along networks.  We are seeking submissions for presentations that take novel approaches or unique applications of existing approaches to network-based problems in GIScience.  One of our goals is to promote spatially-focused, accessible, and reproducible data science. Thus, we especially encourage papers and projects that take advantage of open-source tools and methods, with an emphasis on automation and replicability.

Topics may include, but are of course, not limited to:
• Facility Location
• Transportation
• Routing
• Network Analysis
• Accessibility
• The above performed using the open-source programming languages and software, such as:
• Python, R, Julia, QGIS, COIN-OR


Type Details Minutes Start Time
Introduction Levon Mikaelian Florida State University 20 2:00 PM
Presenter Madeleine Guyot*, Université catholique de Louvain, Alessandro Araldi, Université Côte-Azur, Giovanni Fusco, Université Côte-Azur, Isabelle Thomas, Université catholique de Louvain, Multiple Fabric Assessment: application to the case of Brussels 20 2:20 PM
Presenter Yung-Ming Tsai*, Department of Geography, National Taiwan Normal University, Kuo-Chen Chang, Department of Geography, National Taiwan Normal University, K-medoid Based Space-Time Network Cluster Analysis 20 2:40 PM
Presenter Behnam Nikparvar*, Infrastructure and Environmental Systems Program, University Of North Carolina at Charlotte, 9201 University City Blvd., Charlotte, NC 28223, USA, Jean-Claude Thill, Department of Geography and Earth Sciences, University of North Carolina at Charlotte, 9201 University City Blvd., Charlotte, NC 28223, USA, Data Mining of Vessel Trajectories: Identifying the Main Activity Locations 20 3:00 PM
Presenter Levon Mikaelian*, Florida State University, Transportation Network Company Efficiency: Evaluating Uber Travel Times 20 3:20 PM

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