IN030
Knowledge and Knowledge Graph Induction in Geoscience eLightning

Monday, 14 December 2020: 04:00-05:00
Virtual
Primary Convener:  Feifei Pan, Rensselaer Polytechnic Institute, Tetherless World Constellation, Troy, NY, United States
Conveners:  Jia Zhang, Carnegie Mellon University Silicon Valley, Moffett Field, CA, United States and Thomas Narock, Goucher College, Center for Data, Mathematical, and Computational Sciences, Baltimore, MD, United States
Primary Liaison:  Feifei Pan, Rensselaer Polytechnic Institute, Tetherless World Constellation, Troy, NY, United States
Chairs:  Jia Zhang, Carnegie Mellon University Silicon Valley, Moffett Field, CA, United States and Thomas Narock, Goucher College, Center for Data, Mathematical, and Computational Sciences, Baltimore, MD, United States
OSPA Liaison:  Feifei Pan, Rensselaer Polytechnic Institute, Tetherless World Constellation, Troy, NY, United States
04:00
IN030-01
Knowledge graphs for global and regional geologic time scales and an associated R package (671124)
Chao Ma1, Xiaogang Ma2, Ronald Crump III3 and Amruta Suresh Kale3, (1)University of Idaho, Moscow, ID, United States, (2)University of Idaho, Department of Computer Science, Moscow, ID, United States, (3)University of Idaho, Moscow, United States
04:03
IN030-02
Modeling Atmospheric Science Knowledge from Research Publications (673685)
Joshua Thedford1,2, Irina Gerasimov1,2 and Mohammad G Khayat1,2, (1)ADNET Systems Inc. Lanham, Lanham, MD, United States, (2)Code 610.2, NASA Goddard Space Flight Center, Greenbelt, MD, United States
04:06
IN030-03
Ontology of Optical Microscopic Imaging and Analysis (702953)
Hassan A Babaie, Georgia State University, Department of Geosciences, Atlanta, GA, United States, Armita Davarpanah, Spelman College, Environmental and Health Sciences Program, Atlanta, GA, United States and Juan M. Banda, Georgia State University, Computer Science, Atlanta, GA, United States
04:09
IN030-04
Using Transformer Networks and Knowledge Graphs in Earth Science Literature to Synthesize Mass Information for Transdisciplinary Research (705603)
Laura Yu Zheng, NASA Goddard Space Flight Center (ADNET Systems), Greenbelt, MD, United States, Arif Albayrak, ADNET Systems Inc. Greenbelt, Greenbelt, MD, United States, William L Teng, NASA GES DISC (ADNET Systems Inc.), Greenbelt, MD, United States, Mohammad G Khayat, NASA Goddard Space Flight Center, Greenbelt, MD, United States and Long Pham, NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States
04:12
IN030-05
HydroMind - An Interactive AI-aided Tool for Hydrology Literature (725409)
Mashrekur Rahman, University of Alabama, Tuscaloosa, AL, United States and Grey Stephen Nearing, Natel Energy Inc, Upstream Tech, Alameda, CA, United States
04:15
IN030-06
Open Knowledge Networks for geoscience: A powerful use case through space weather (Invited) (733823)
Ryan Michael McGranaghan, Atmospheric and Space Technology Research Associates (ASTRA), Louisville, CO, United States, Adam C Kellerman, University of California Los Angeles, Los Angeles, CA, United States, Karthik Venkataramani, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States, Robert F Arritt, Electric Power Research Institute Palo Alto, Palo Alto, TN, United States, Cogan Shimizu, Kansas State University, Manhattan, KS, United States, Jacob Bortnik, University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, Jackson McCormick, Georgia Institute of Technology Main Campus, Atlanta, GA, United States, Morris Cohen, Georgia Institute of Technology Main Campus, School of Electrical and Computer Engineering, Atlanta, GA, United States, Chigomezyo Ngwira, ASTRA LLC, Science, Louisville, CO, United States, Charles Perry, Electric Power Research Institute Palo Alto, Palo Alto, United States and Joe Hughes, Atmospheric and Space Technology Research Associates, LLC, Boulder, CO, United States
04:18
IN030-07
The GeoScience Ontology (747805)
Boyan Brodaric, Geological Survey of Canada, Ottawa, ON, Canada and Stephen M Richard, U.S. Geoscience Information Network, Tucson, AZ, United States
04:21
IN030-08
Natural Language Processing of User Queries using Post-Wildfire Disasters Concept Maps and Graphs to Derive Relevant Variables (748685)
Lauryn Wu, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Arif Albayrak, NASA GES DISC (ADNET Systems, Inc.), Greenbelt, MD, United States, William L Teng, NASA GES DISC (ADNET Systems Inc.), Greenbelt, MD, United States and Long Pham, NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States
04:24
IN030-09
Towards a Domain-Informed Search Engine for NASA Earth Science Data (754288)
William L Teng1, Arif Albayrak2, Laura Yu Zheng3, Abhinav Kumar4, Lauryn Wu5, Long Pham6, Mohammad G Khayat5 and Mahabal Hegde7, (1)NASA GES DISC (ADNET Systems Inc.), Greenbelt, MD, United States, (2)NASA GES DISC (ADNET Systems, Inc.), Greenbelt, MD, United States, (3)NASA Goddard Space Flight Center (ADNET Systems), Greenbelt, MD, United States, (4)Georgia Institute of Technology Main Campus, Atlanta, GA, United States, (5)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (6)NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States, (7)NASA GSFC GES DISC (ADNET Systems), Greenbelt, MD, United States
04:27
IN030-10
Es2Vec: Earth Science Metadata Suggestions and Analogical Reasoning (757173)
Carson Davis1, Muthukumaran Ramasubramanian2, Derek Koehl3, Ashish Acharya2, Iksha Gurung2, Manil Maskey4, Rahul Ramachandran5 and Udaysankar S Nair6, (1)Manufacturing Technical Solutions, Huntsville, AL, United States, (2)University of Alabama in Huntsville, Huntsville, AL, United States, (3)UAH, Huntsville, AL, United States, (4)NASA Marshall Space Flight Center, MSFC, Huntsville, AL, United States, (5)NASA Marshall Space Flight Center, Huntsville, AL, United States, (6)University of Alabama in Huntsville Earth System Science Center, Huntsville, AL, United States
04:30
IN030-11
Building a spatially-explicit knowledge graph integrating health, pathogen and environmental data for COVID-19 analysis (767143)
Ilya Zaslavsky, Peter Rose and David Valentine, San Diego Supercomputer Center, La Jolla, CA, United States
04:33
Discussion
See more of: Earth and Space Science Informatics
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