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 Tayal; Scott Peckham; Maria Stoica; Anna Dabrowski; Daniel Hardesty-Lewis; Suzanne Pierce

doi:10.1145/3308557.3308711

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 proceeding › Conference contribution

3 Scopus citations

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 language	English (US)
Title of host publication	Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019
Publisher	Association for Computing Machinery
Pages	111-112
Number of pages	2
ISBN (Electronic)	9781450366731
DOIs	https://doi.org/10.1145/3308557.3308711
State	Published - Mar 16 2019
Event	24th International Conference on Intelligent User Interfaces, IUI 2019 - Marina del Ray, United States Duration: Mar 16 2019 → Mar 20 2019

Publication series

Name	International Conference on Intelligent User Interfaces, Proceedings IUI

Conference

Conference	24th International Conference on Intelligent User Interfaces, IUI 2019
Country/Territory	United States
City	Marina del Ray
Period	3/16/19 → 3/20/19

All Science Journal Classification (ASJC) codes

Software
Human-Computer Interaction

Access to Document

10.1145/3308557.3308711

Cite this

Garijo, D., Khider, D., Ratnakar, V., Gil, Y., Deelman, E., Da Silva, R. F., Knoblock, C., Chiang, Y. Y., Pham, M., Pujara, J., Vu, B., Feldman, D., Mayani, R., Cobourn, K., Duffy, C., Kemanian, A., Shu, L., Kumar, V., Khandelwal, A., ... 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 et al. / 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).

@inproceedings{bed5b025eb094499bd8e4042cc4b1cdf,

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

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.",

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

note = "Publisher Copyright: {\textcopyright} 2019 ACM.; 24th International Conference on Intelligent User Interfaces, IUI 2019 ; Conference date: 16-03-2019 Through 20-03-2019",

year = "2019",

month = mar,

day = "16",

doi = "10.1145/3308557.3308711",

language = "English (US)",

series = "International Conference on Intelligent User Interfaces, Proceedings IUI",

publisher = "Association for Computing Machinery",

pages = "111--112",

booktitle = "Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019",

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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 et al.
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 proceeding › Conference contribution

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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

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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.

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M3 - Conference contribution

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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

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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). doi: 10.1145/3308557.3308711

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

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All Science Journal Classification (ASJC) codes

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