Non-human Modelers:Challenges and Roadmap for Reusable Self-explanation

Abstract

Increasingly, software acts as a “non-human modeler” (NHM), managing a model according to high-level goals rather than a predefined script. To foster adoption, we argue that we should treat these NHMs as members of the development team. In our GrandMDE talk, we discussed the importance of three areas: effective communication (self-explanation and problem-oriented configuration), selection, and process integration. In this extended version of the talk, we will expand on the self-explanation area, describing its background in more depth and outlining a research roadmap based on a basic case study.

Publication DOI: https://doi.org/10.1007/978-3-319-74730-9_14
Divisions: College of Engineering & Physical Sciences
College of Engineering & Physical Sciences > Computer Science
College of Engineering & Physical Sciences > Systems analytics research institute (SARI)
Additional Information: © 2018 Springer Publishing. This is a post-peer-review, pre-copyedit version of an article published in Lecture Notes in Artificial Intelligence. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-3-319-74730-9_14
Event Title: International conference on Software Technologies: Applications and Foundations, STAF 2017
Event Type: Other
Event Dates: 2017-07-17 - 2017-07-21
Uncontrolled Keywords: Theoretical Computer Science,Computer Science(all)
ISBN: 9783319747293
Full Text Link:
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
https://link.sp ... -319-74730-9_14 (Publisher URL)
PURE Output Type: Conference contribution
Published Date: 2018-01-23
Accepted Date: 2018-01-01
Authors: Garcia-Dominguez, Antonio (ORCID Profile 0000-0002-4744-9150)
Bencomo, Nelly (ORCID Profile 0000-0001-6895-1636)

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