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CMAI 2020 : 1st Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making

Vienna, Austria

Event Date:	November 03, 2020 - November 06, 2020
Submission Deadline:	July 06, 2020
Notification of Acceptance:	July 27, 2020
Camera Ready Version Due:	August 11, 2020

About

Artificial intelligence (AI) is front and center in the data-driven revolution that has been taking place in the last couple of years with the increasing availability of large amounts of data (“big data”) in virtually every domain. The now dominant paradigm of data-driven AI, powered by sophisticated machine learning algorithms, employs big data to build intelligent applications and support fact-based decision making. The focus of data-driven AI is on learning (domain) models and keeping those models up-to-date by using statistical methods over big data, in contrast to the manual modeling approach prevalent in traditional, knowledge-based AI.

Call for Papers

Topics of Interest

The topics of interest include, but are not limited to, the following:

Combining generated and manually engineered models
Combining symbolic with sub-symbolic models
Conceptual (meta-)models as background knowledge for model learning
Explainability of learned models
Conceptual models for enabling explainability, model validation and plausibility checking
Trade-off between explainability and model performance
Trade-off between comprehensibility of an explanation and its completeness
Reasoning in generated models
Data-driven modeling support
Learning of meta-models
Automatic, incremental model adaptation
Model-driven guidance and support for data analytics lifecycle
Conceptual models for supporting users with conducting data analysis

Summary

CMAI 2020 : 1st Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making will take place in Vienna, Austria. It’s a 4 days event starting on Nov 03, 2020 (Tuesday) and will be winded up on Nov 06, 2020 (Friday).

CMAI 2020 falls under the following areas: MODELLING, ARTIFICIAL INTELLIGENCE, etc. Submissions for this Workshop can be made by Jul 06, 2020. Authors can expect the result of submission by Jul 27, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Aug 11, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the CMAI 2020

Short Name: CMAI 2020
Full Name: 1st Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making
Timing: 09:00 AM-06:00 PM (expected)
Fees: Check the official website of CMAI 2020
Event Type: Workshop
Website Link: https://workshop-cmai.github.io/2020/
Location/Address: Vienna, Austria

Credits and Sources

[1] CMAI 2020 : 1st Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making