An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models

Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira Da Silva, Craig Knoblock, Yao Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly Cobourn, Chris Duffy, Armen Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij TayalScott Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne Pierce

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish (US)
Title of host publicationProceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019
PublisherAssociation for Computing Machinery
Pages111-112
Number of pages2
ISBN (Electronic)9781450366731
DOIs
StatePublished - Mar 16 2019
Event24th International Conference on Intelligent User Interfaces, IUI 2019 - Marina del Ray, United States
Duration: Mar 16 2019Mar 20 2019

Publication series

NameInternational Conference on Intelligent User Interfaces, Proceedings IUI

Conference

Conference24th International Conference on Intelligent User Interfaces, IUI 2019
CountryUnited States
CityMarina del Ray
Period3/16/193/20/19

Fingerprint

Hydrology
Agriculture

All Science Journal Classification (ASJC) codes

  • Software
  • Human-Computer Interaction

Cite this

Garijo, D., Khider, D., Ratnakar, V., Gil, Y., Deelman, E., Da Silva, R. F., ... Pierce, S. (2019). An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. In Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019 (pp. 111-112). (International Conference on Intelligent User Interfaces, Proceedings IUI). Association for Computing Machinery. https://doi.org/10.1145/3308557.3308711
Garijo, Daniel ; Khider, Deborah ; Ratnakar, Varun ; Gil, Yolanda ; Deelman, Ewa ; Da Silva, Rafael Ferreira ; Knoblock, Craig ; Chiang, Yao Yi ; Pham, Minh ; Pujara, Jay ; Vu, Binh ; Feldman, Dan ; Mayani, Rajiv ; Cobourn, Kelly ; Duffy, Chris ; Kemanian, Armen ; Shu, Lele ; Kumar, Vipin ; Khandelwal, Ankush ; Tayal, Kshitij ; Peckham, Scott ; Stoica, Maria ; Dabrowski, Anna ; Hardesty-Lewis, Daniel ; Pierce, Suzanne. / An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. Association for Computing Machinery, 2019. pp. 111-112 (International Conference on Intelligent User Interfaces, Proceedings IUI).
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Garijo, D, Khider, D, Ratnakar, V, Gil, Y, Deelman, E, Da Silva, RF, Knoblock, C, Chiang, YY, Pham, M, Pujara, J, Vu, B, Feldman, D, Mayani, R, Cobourn, K, Duffy, C, Kemanian, A, Shu, L, Kumar, V, Khandelwal, A, Tayal, K, Peckham, S, Stoica, M, Dabrowski, A, Hardesty-Lewis, D & Pierce, S 2019, An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. in Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. International Conference on Intelligent User Interfaces, Proceedings IUI, Association for Computing Machinery, pp. 111-112, 24th International Conference on Intelligent User Interfaces, IUI 2019, Marina del Ray, United States, 3/16/19. https://doi.org/10.1145/3308557.3308711

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. / Garijo, Daniel; Khider, Deborah; Ratnakar, Varun; Gil, Yolanda; Deelman, Ewa; Da Silva, Rafael Ferreira; Knoblock, Craig; Chiang, Yao Yi; Pham, Minh; Pujara, Jay; Vu, Binh; Feldman, Dan; Mayani, Rajiv; Cobourn, Kelly; Duffy, Chris; Kemanian, Armen; Shu, Lele; Kumar, Vipin; Khandelwal, Ankush; Tayal, Kshitij; Peckham, Scott; Stoica, Maria; Dabrowski, Anna; Hardesty-Lewis, Daniel; Pierce, Suzanne.

Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. Association for Computing Machinery, 2019. p. 111-112 (International Conference on Intelligent User Interfaces, Proceedings IUI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Garijo D, Khider D, Ratnakar V, Gil Y, Deelman E, Da Silva RF et al. An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. In Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019. Association for Computing Machinery. 2019. p. 111-112. (International Conference on Intelligent User Interfaces, Proceedings IUI). https://doi.org/10.1145/3308557.3308711