Artificial Intelligence and Deep Learning Symposium: ​Geospatial and Spatiotemporal Ontology and Semantics I

Type: Paper
Theme:
Sponsor Groups: Cyberinfrastructure Specialty Group, Geographic Information Science and Systems Specialty Group
Poster #:
Day: 4/13/2018
Start / End Time: 1:20 PM / 3:00 PM
Room: Grand Ballroom A, Astor, 2nd Floor
Organizers: Alexandre Sorokine, Jeon-Young Kang, Chen-Chieh Feng
Chairs: Alexandre Sorokine

Description

Capturing and representing geospatial and spatiotemporal dimensions of geographic knowledge is a great challenge from both theoretical and applied perspectives. Latest advances in knowledge representation and ontology engineering have spurred a number of traditional and novel geoprocessing applications such as intelligent search and geographic information retrieval, image understanding, integration of disparate and multi-provenance spatial and spatiotemporal data, knowledge discovery from Big Data, visual representation of geographic categories, information extraction from unstructured sources, and many others.


Agenda

Type Details Minutes Start Time
Presenter Dalia Varanka*, United States Geological Survey, A Linked Data Map: Using Visual Cartographic Elements to Search Linked Data 20 1:20 PM
Presenter Kejin Cui*, George Mason University, Yongyao Jiang, George Mason University, Chaowei Yang, George Mason University, Spatiotemporal Data Metadata Management based on CKAN 20 1:40 PM
Presenter Xiran Zhou*, Arizona State University, Wenwen Li, Arizona State University, Jun Liu, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Geo-Semantic Segmentation with TerraibNet, Atrous Convolution and Graphical Model for Human-level Landscape Understanding 20 2:00 PM
Presenter Susan Burtner*, UC Santa Barbara, Improving Harmonization of Geographic Data Labels Through Word Embeddings 20 2:20 PM
Presenter Pier Luigi Buttigieg, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Chris Mungall, Lawrence Berkeley National Laboratory, Carlos Rueda-Velásquez, Monterey Bay Aquarium Research Institute, Lewis McGibbney*, Jet Propulsion Laboratory California Institute of Technology, Simon Cox, Commonwealth Scientific and Industrial Research Organisation, Ruth Duerr, Ronin Institute, Douglas Fils, Consortium for Ocean Leadership, John Graybeal, Stanford University, Beth Huffer, Lingua Logica, Thomas Narrock, Notre Dame of Maryland University, Bhaskar Ramachandran, NASA Goddard Space Flight Center, Stian Soiland-Reyes, University of Manchester, Brandon Whitehead, University of Auckland, SWEET Ontology Suite v3: Development, Alignments and Use Cases 20 2:40 PM

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