Varun Ratnakar

Orcid: 0000-0001-9381-705X

Affiliations:
  • University of Southern California, Information Sciences Institute, Los Angeles, USA


According to our database1, Varun Ratnakar authored at least 54 papers between 2002 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Towards Capturing Scientific Reasoning to Automate Data Analysis.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

Towards Democratizing Modeling at Scale.
Proceedings of the 17th IEEE International Conference on eScience, 2021

2019
The Linked Earth Ontology: A Modular, Extensible Representation of Open Paleoclimate Data.
Dataset, February, 2019

Towards Automated Hypothesis Testing in Neuroscience.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

Semantic workflows for benchmark challenges: Enhancing comparability, reusability and reproducibility.
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

OKG-Soft: An Open Knowledge Graph with Machine Readable Scientific Software Metadata.
Proceedings of the 15th International Conference on eScience, 2019

2017
Automatic Generation of Portions of Scientific Papers for Large Multi-Institutional Collaborations Based on Semantic Metadata.
Proceedings of the First Workshop on Enabling Open Semantic Science co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

A Controlled Crowdsourcing Approach for Practical Ontology Extensions and Metadata Annotations.
Proceedings of the Semantic Web - ISWC 2017, 2017

Improving Publication and Reproducibility of Computational Experiments through Workflow Abstractions.
Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017), 2017

The DISK Hypothesis Ontology: Capturing Hypothesis Evolution for Automated Discovery.
Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017), 2017

Towards Continuous Scientific Data Analysis and Hypothesis Evolution.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Dynamically Generated Metadata and Replanning by Interleaving Workflow Generation and Execution.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

OntoSoft: A distributed semantic registry for scientific software.
Proceedings of the 12th IEEE International Conference on e-Science, 2016

2015
OntoSoft: Capturing Scientific Software Metadata.
Proceedings of the 8th International Conference on Knowledge Capture, 2015

The Provenance Bee Wiki: Tracking the Growth of Semantic Wiki Communities.
Proceedings of the 8th International Conference on Knowledge Capture, 2015

DRAT: An Unobtrusive, Scalable Approach to Large Scale Software License Analysis.
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2015

A Task-Centered Interface for On-Line Collaboration in Science.
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

A Semantic, Task-Centered Collaborative Framework for Science.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

A Task-Centered Framework for Computationally-Grounded Science Collaborations.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

A Virtual Crowdsourcing Community for Open Collaboration in Science Processes.
Proceedings of the 21st Americas Conference on Information Systems, 2015

2013
The Democratization of Semantic Properties: An Analysis of Semantic Wikis.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Time-bound analytic tasks on large datasets through dynamic configuration of workflows.
Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013

Knowledge capture in the wild: a perspective from semantic wiki communities.
Proceedings of the 7th International Conference on Knowledge Capture, 2013

2012
Capturing Common Knowledge about Tasks: Intelligent Assistance for To-Do Lists.
ACM Trans. Interact. Intell. Syst., 2012

Organic Data Publishing: A Novel Approach to Scientific Data Sharing.
Proceedings of the Second International Workshop on Linked Science 2012, 2012

2011
Shortipedia aggregating and curating Semantic Web data.
J. Web Semant., 2011

A semantic framework for automatic generation of computational workflows using distributed data and component catalogues.
J. Exp. Theor. Artif. Intell., 2011

Wings: Intelligent Workflow-Based Design of Computational Experiments.
IEEE Intell. Syst., 2011

Mind Your Metadata: Exploiting Semantics for Configuration, Adaptation, and Provenance in Scientific Workflows.
Proceedings of the Semantic Web - ISWC 2011, 2011

Want world domination? win at risk!: matching to-do items with how-tos from the web.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

TellMe: learning procedures from tutorial instruction.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

2010
Parameterized specification, configuration and execution of data-intensive scientific workflows.
Clust. Comput., 2010

Assisting Scientists with Complex Data Analysis Tasks through Semantic Workflows.
Proceedings of the Proactive Assistant Agents, 2010

Social Task Networks: Personal and Collaborative Task Formulation and Management in Social Networking Sites.
Proceedings of the Proactive Assistant Agents, 2010

2009
Workflow matching using semantic metadata.
Proceedings of the 5th International Conference on Knowledge Capture (K-CAP 2009), 2009

An integrated framework for performance-based optimization of scientific workflows.
Proceedings of the 18th ACM International Symposium on High Performance Distributed Computing, 2009

Expressive Reusable Workflow Templates.
Proceedings of the Fifth International Conference on e-Science, 2009

2008
Special Issue: The First Provenance Challenge.
Concurr. Comput. Pract. Exp., 2008

Provenance trails in the Wings/Pegasus system.
Concurr. Comput. Pract. Exp., 2008

Towards intelligent assistance for to-do lists.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Designing and parameterizing a workflow for optimization: A case study in biomedical imaging.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Automating To-Do Lists for Users: Interpretation of To-Dos for Selecting and Tasking Agents.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Wings for Pegasus: Creating Large-Scale Scientific Applications Using Semantic Representations of Computational Workflows.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Semantic Metadata Generation for Large Scientific Workflows.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

Wings for Pegasus: A Semantic Approach to Creating Very Large Scientific Workflows.
Proceedings of the OWLED*06 Workshop on OWL: Experiences and Directions, 2006

Metadata Catalogs with Semantic Representations.
Proceedings of the Provenance and Annotation of Data, 2006

2005
User interfaces with semi-formal representations: a study of designing argumentation structures.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

2002
Trusting Information Sources One Citizen at a Time.
Proceedings of the Semantic Web, 2002

A Comparison of (Semantic) Markup Languages.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

TRELLIS: An Interactive Tool for Capturing Information Analysis and Decision Making.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002

IKRAFT: Interactive Knowledge Representation and Acquisition from Text.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002


  Loading...