TY - GEN
T1 - An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models
AU - Garijo, Daniel
AU - Khider, Deborah
AU - Ratnakar, Varun
AU - Gil, Yolanda
AU - Deelman, Ewa
AU - Da Silva, Rafael Ferreira
AU - Knoblock, Craig
AU - Chiang, Yao Yi
AU - Pham, Minh
AU - Pujara, Jay
AU - Vu, Binh
AU - Feldman, Dan
AU - Mayani, Rajiv
AU - Cobourn, Kelly
AU - Duffy, Chris
AU - Kemanian, Armen
AU - Shu, Lele
AU - Kumar, Vipin
AU - Khandelwal, Ankush
AU - Tayal, Kshitij
AU - Peckham, Scott
AU - Stoica, Maria
AU - Dabrowski, Anna
AU - Hardesty-Lewis, Daniel
AU - Pierce, Suzanne
N1 - Publisher Copyright:
© 2019 ACM.
PY - 2019/3/16
Y1 - 2019/3/16
N2 - Understanding the interactions between natural processes and human activities poses major challenges as it requires the integration of models and data across disparate disciplines. It typically takes many months and even years to create valid end-to-end simulations as different models need to be configured in consistent ways and generate data that is usable by other models. MINT is a novel framework for model integration that captures extensive knowledge about models and data and aims to automatically compose them together. MINT guides a user to pose a well-formed modeling question, select and configure appropriate models, find and prepare appropriate datasets, compose data and models into end-to-end workflows, run the simulations, and visualize the results. MINT currently includes hydrology, agriculture, and socioeconomic models.
AB - Understanding the interactions between natural processes and human activities poses major challenges as it requires the integration of models and data across disparate disciplines. It typically takes many months and even years to create valid end-to-end simulations as different models need to be configured in consistent ways and generate data that is usable by other models. MINT is a novel framework for model integration that captures extensive knowledge about models and data and aims to automatically compose them together. MINT guides a user to pose a well-formed modeling question, select and configure appropriate models, find and prepare appropriate datasets, compose data and models into end-to-end workflows, run the simulations, and visualize the results. MINT currently includes hydrology, agriculture, and socioeconomic models.
UR - http://www.scopus.com/inward/record.url?scp=85074448628&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85074448628&partnerID=8YFLogxK
U2 - 10.1145/3308557.3308711
DO - 10.1145/3308557.3308711
M3 - Conference contribution
AN - SCOPUS:85074448628
T3 - International Conference on Intelligent User Interfaces, Proceedings IUI
SP - 111
EP - 112
BT - Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019
PB - Association for Computing Machinery
T2 - 24th International Conference on Intelligent User Interfaces, IUI 2019
Y2 - 16 March 2019 through 20 March 2019
ER -