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

Antonio Garcia-Dominguez*, Nelly Bencomo

*Corresponding author for this work

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

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.

Original languageEnglish
Title of host publicationSoftware Technologies
Subtitle of host publicationApplications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers
PublisherSpringer
Pages161-171
Number of pages11
Volume10748 LNCS
ISBN (Print)9783319747293
DOIs
Publication statusPublished - 23 Jan 2018
EventInternational conference on Software Technologies: Applications and Foundations, STAF 2017 - Marburg, Germany
Duration: 17 Jul 201721 Jul 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10748 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational conference on Software Technologies: Applications and Foundations, STAF 2017
CountryGermany
CityMarburg
Period17/07/1721/07/17

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Communication
Expand
Configuration
Software
Model
Background

Bibliographical note

© 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

Cite this

Garcia-Dominguez, A., & Bencomo, N. (2018). Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation. In Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers (Vol. 10748 LNCS, pp. 161-171). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10748 LNCS). Springer. https://doi.org/10.1007/978-3-319-74730-9_14
Garcia-Dominguez, Antonio ; Bencomo, Nelly. / Non-human Modelers : Challenges and Roadmap for Reusable Self-explanation. Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Vol. 10748 LNCS Springer, 2018. pp. 161-171 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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Garcia-Dominguez, A & Bencomo, N 2018, Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation. in Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. vol. 10748 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10748 LNCS, Springer, pp. 161-171, International conference on Software Technologies: Applications and Foundations, STAF 2017, Marburg, Germany, 17/07/17. https://doi.org/10.1007/978-3-319-74730-9_14

Non-human Modelers : Challenges and Roadmap for Reusable Self-explanation. / Garcia-Dominguez, Antonio; Bencomo, Nelly.

Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Vol. 10748 LNCS Springer, 2018. p. 161-171 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10748 LNCS).

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

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Garcia-Dominguez A, Bencomo N. Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation. In Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Vol. 10748 LNCS. Springer. 2018. p. 161-171. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-74730-9_14