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ASE 2019
Sun 10 - Fri 15 November 2019 San Diego, California, United States

Software is the driving force behind many innovations in all aspects of human life and, thus, decisions of software have a profound effect on the society. It is therefore highly important that software and its decisions can be explained to understand the reasons for the decisions as well as discuss and possibly subsequently change the software. The EXPLAIN workshop addresses this highly relevant topic of explainable software. The workshop seeks to bring researchers from the various areas in software engineering together and to provide a forum for the exchange on challenges, research directions, and ideas on explainable software.

Please see https://explainws.github.io/ for more details about the workshop.

This program is tentative and subject to change.

Fri 15 Nov

explain-2019-papers
09:00 - 10:30: EXPLAIN 2019 - Welcome and Keynote at Cortez 1B
explain-2019-papers09:00 - 09:15
Day opening
explain-2019-papers09:15 - 10:30
Talk
Yuriy BrunUniversity of Massachusetts Amherst
ase-2019-catering
10:30 - 11:00: Social - Break at Cortez Foyer/Kensington Terrace
explain-2019-papers
11:00 - 12:30: EXPLAIN 2019 - Explainability and Code at Cortez 1B
Chair(s): Jens WeberUniversity of Victoria
explain-2019-papers11:00 - 11:30
Talk
Marcus Nachtigall, Lisa Nguyen Quang DoPaderborn University, Eric BoddenHeinz Nixdorf Institut, Paderborn University and Fraunhofer IEM
explain-2019-papers11:30 - 12:00
Talk
Thomas WitteUlm University, Matthias TichyUlm University, Germany
explain-2019-papers12:00 - 12:30
Talk
Albert ZündorfKassel University, Sebastian CopeiKassel University, Ira Diethelm, Claude DraudeKassel University, Adrian KunzKassel University, Ulrich NorbisrathUniversity of Applied Sciences Upper Austria
ase-2019-catering
12:30 - 14:00: Social - Lunch Break at Kensington Terrace
explain-2019-papers
14:00 - 15:30: EXPLAIN 2019 - Explainability and ML at Cortez 1B
Chair(s): Matthias TichyUlm University, Germany
explain-2019-papers14:00 - 14:30
Talk
Jagadeesh Chandra Bose R PAccenture, Kapil SingiAccenture, Vikrant KaulgudAccenture Labs, India, Kanchanjot Kaur PhokelaAccenture, Sanjay PodderAccenture
explain-2019-papers14:30 - 15:00
Talk
Sophie F. JentzschDLR, Nico HochgeschwenderGerman Aerospace Center
explain-2019-papers15:00 - 15:30
Other
ase-2019-catering
15:30 - 16:00: Social - Break at Cortez Foyer/Kensington Terrace
explain-2019-papers
16:00 - 17:30: EXPLAIN 2019 - Working Groups at Cortez 1B
explain-2019-papers16:00 - 17:00
Other
explain-2019-papers17:00 - 17:20
Talk
explain-2019-papers17:20 - 17:30
Day closing

Call for Papers

Specifically, the workshop seeks contributions related but not limited to the following list of topics:

  • explainable AI
  • explaining algorithms and/or their decisions
  • Creating a chaing of evidence
  • quality assurance of learning and adaptive models and algorithms
  • partial and live evaluation of source code
  • explaining impact of algorithms on users and their behavior
  • legal aspects of fully automatic decision making
  • visualizations of algorithms and algorithm decisions
  • tools support for joint decision making of humans and machines

This will be the first edition of the EXPLAIN workshop. The workshop will focus on (1) the identification of problems, e.g., how to ensure understandable explanations and what aspect of a software’s decision should be explained, (2) discussion on ideas how to provide explanations, and (3) building a community for explainable software.

We welcome 4 page research, experience report and position papers. Research papers are expected to describe new research results and make contributions to the body of knowledge in the area. Experience reports are expected to describe experiences with (amongst other things) providing, creating, and using explanations in the development, deployment, and maintenance of software. Position papers are expected to discuss controversial issues or describe interesting or thought provoking ideas thatare not yet fully developed.

All papers need to follow the general formatting guidelines and policies. Submissions not conforming to these will be desk-rejected.