Differences

This shows you the differences between two versions of the page.

Link to this comparison view

xaila:icail2019 [2019/10/07 18:33] (current)
gjn created
Line 1: Line 1:
 +===== XAILA2019@ICAIL =====
 +
 +The 2nd EXplainable AI in Law Workshop (XAILA2019@ICAIL)
 +at the 
 +[[https://​icail2019-cyberjustice.com|17th International Conference on Artificial Intelligence and Law (ICAIL2019)]]
 +June 17-21, 2019, Montréal (Qc.), Canada ​
 +
 +
 +Organizers: Grzegorz J. Nalepa, Martin Atzmueller, Michał Araszkiewicz,​ Paulo Novais
 +
 +==== Workshop and description ====
 +
 +Humanized AI (HAI) includes important perspectives in AI systems, including transparency and explainability (XAI). The idea of XAI has recently emerged as one of the most debated topics not only in the scientific community, but also in the general public. The design and use of AI algorithms raises important engineering,​ societal, ethical and legal challenges. In particular, AI-enhanced tools are used in commercial settings (advertisement,​ e-marketing),​ civil and labour law relations (such as employee assessment and recruitment processes), financial markets, penitentiary systems as well as in medical diagnosis etc. The decisions taken with the support of or directly based on the results generated by AI have more and more impact on the life of societies of individuals. Machine Learning tools are also intensively developed with an intention of application in the field of legal services provision and legal decision-making process. Understandability of the operations of these algorithms, as well as the provisioning of explanations with regard to the decision making process in the AI systems is of profound importance. Furthermore,​ only these features can lay foundations for the proper discussion of the ethical aspects of AI systems. The workshop’s idea is to discuss the current state of the art with respect to these broad yet important multidisciplinary challenges as well as the prospects for the future.
 +
 +==== Topics ====
 +
 +The scope of the XAILA workshop encompasses a broad array of topics including, but not limited to:
 +  * the notions of transparency,​ interpretability and explainability in XAI
 +  * non-functional design choices for explainable and transparent AI systems (including legal requirements)
 +  * legal consequences of black-box AI systems
 +  * legal criteria for explainable and transparent AI systems
 +  * possible applications of XAI systems in the area of legal policy deliberation,​ legal practice, teaching and research
 +  * ethical and legal implications of the use of AI systems in different spheres of societal life
 +  * the notion of right to explanation
 +  * relation of XAI and argumentation technologies
 +  * XAI models and architectures
 +  * risk-based approach to analysis of AI systems and the influence of XAI on risk assessment
 +  * incorporating ethical values into AI systems and the legal interpretation and consequences of this process
 +  * XAI, privacy and data protection
 +  * possible legal aspects and consequences of affective systems
 +  * XAI, certification and compliance
 +
 +==== The intended audience ====
 +The workshop is of particular interest for the members of AI and Law community. However, it may also be found relevant by sociologists,​ lawyers (e.g. judges), data protection officers, business people, policymakers,​ legislators,​ public officers, NGO and last but certainly not least engineers. ​ Our objective is to bring people from AI interested in XAI/HAI topics and create an ample space for discussion with people from the field of legal scholarship and/or legal practice.
 +
 +==== List of members of the program committee ==== 
 +//​tentative//​
 +
 +Martin Atzmueller, Tilburg University, The Netherlands\\
 +Michal Araszkiewicz,​ Jagiellonian University, Poland\\
 +Kevin Ashley, University of Pittsburgh, USA\\
 +Szymon Bobek, AGH University, Poland\\
 +Jörg Cassens, University of Hildesheim, Germany\\
 +David Camacho, Universidad Autonoma de Madrid, Spain\\
 +Pompeu Casanovas, Universitat Autonoma de Barcelona, Spain\\
 +Colette Cuijpers, Tilburg University, The Netherlands\\
 +Rafał Michalczak, Jagiellonian University, Poland\\
 +Teresa Moreira, University of Minho Braga, Portugal\\
 +Paulo Novais, University of Minho Braga, Portugal\\
 +Grzegorz J. Nalepa, AGH University, Jagiellonian University, Poland\\
 +Tiago Oliveira, National Institute of Informatics,​ Japan\\
 +Martijn von Otterlo, Tilburg University, The Netherlands\\
 +Adrian Paschke, Freie Universität Berlin, Germany\\
 +Jose Palma, Univesidad de Murcia, Spain\\
 +Monica Palmirani, Università di Bologna, Italy\\
 +Radim Polčák, Masaryk University, Czech Republic\\
 +Marie Postma, Tilburg University, The Netherlands\\
 +Juan Pavón, Universidad Complutense de Madrid, Spain\\
 +Ken Satoh, National Institute of Informatics,​ Japan\\
 +Erich Schweighofer,​ University of Vienna, Austria\\
 +Piotr Skrzypczyński,​ Poznań University of Technology, Poland\\
 +Dominik Ślęzak, Warsaw University, Poland\\
 +Michal Valco, University of Presov, Slovakia\\
 +Tomasz Żurek, Maria Curie-Skłodowska University of Lublin, Poland
 +
 +==== Important dates ====
 +
 +Submission: 26.04.2019\\
 +Notification: ​ 10.05.2019\\
 +Camera-ready:​ 31.05.2019\\
 +Workshop: ​ 17.06.2019
 +
 +==== Submission and proceedings ==== 
 +Please submit using the dedicated Easychair installation ​
 +[[https://​easychair.org/​conferences/?​conf=xaila2019icail]]
 +
 +We accept long (8 pages) and short/​position (4 pages) papers in PDF only. 
 +Please use the ACM format: [[https://​www.acm.org/​publications/​proceedings-template]]
 +
 +Workshop proceedings will be made available by CEUR-WS. ​
 +A post workshop journal publication is considered.
  
xaila/icail2019.txt · Last modified: 2019/10/07 18:33 by gjn
Driven by DokuWiki Recent changes RSS feed Valid CSS Valid XHTML 1.0