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RuleML+RR 2022
26th-28th September in Berlin, Germany
Part of DeclarativeAI 2022 and co-located with DecisionCAMP and
the 18th Reasoning Web Summer School
The RuleML+RR 2022 conference is part of the event “Declarative
AI: Rules, Reasoning, Decisions, and Explanations” and is
co-located with DecisionCAMP 2022 and the Reasoning Web Summer
School. It features the RuleChallenge and a Doctoral Consortium as
associated events.
The 6th International Joint Conference on Rules and Reasoning
(RuleML+RR
2022) is the leading international joint conference in the field
of rule-based reasoning. One of the main goals of RuleML+RR is to
build bridges between academia and industry in the area of
semantic reasoning. See
https://2022.declarativeai.net/ .
RuleML+RR 2022 aims to bring together rigorous researchers and
inventive
practitioners, interested in the foundations and applications of
rules and reasoning. It provides a forum for stimulating
cooperation and cross-fertilization between different communities
focused on the research, development, and applications of
rule-based systems. We are looking for high-quality papers related
to theoretical advances, novel technologies, and artificial
intelligence applications that involve rule-based representation
and reasoning.
Declarative AI 2022 General Chair
* Adrian Paschke, Freie Universität Berlin and Fraunhofer FOKUS,
Germany
RuleML+RR 2022 Programm Chairs
* Guido Governatori, Brisbane, Australia
* Anni-Yasmin Turhan, Dresden University of Technology, Germany
Topics
RuleML+RR welcomes research from all areas of Rules and Reasoning.
The topics of the conference include, but are not limited to:
### Ontology/Semantic Web
* Vocabularies, ontologies, and business rules
* Ontology-based mediated query answering
* Rules for knowledge graphs and ontology learning
* Rule-based data integration
* Data management and data interoperability for web data
* Distributed agent-based systems for the web
### Rules for AI and AI for Rules
* Rule-based approaches to natural language processing
* Applications of rule technologies with explainable AI (xAI)
elements
* Machine learning approaches involving rules
* Explainable AI approaches based on rules,
* Rule-based approaches for intelligent systems and intelligent
information access
### Rules and Reasoning / Logics
* Non-classical logics and the web
* Description Logics, existential rules
* Higher-order and modal rules
* Constraint programming
* Logic programming, ASP and datalog
* Rule based argumentation
* Rule-based approaches to agents and multi-agent systems
* Reasoning with incomplete, inconsistent and uncertain data
* Non-monotonic, common-sense, and closed-world reasoning
* Inconsistency-tolerant rule reasoning
### Technical Aspects of Rule Systems / Rule Technology
* Streaming data and complex event processing
* Web reasoning and distributed rule inference and execution
* Scalability and expressive power of logics for the Semantic Web
* Scalability and expressive power of logics for rules
### Rules and Interoperability
* Rule markup languages, rule interchange formats, and rule
standards
* Rule-based policies, reputation, and trust
* Rules and human language technology
### System descriptions, applications and experiences of
ontologies and rules in:
* climate change monitoring, mitigation & adaptation
* environmental protection
* healthcare and life sciences
* equity and social welfare
* law, regulation, and finance
* Digital Twins
* Industrial contexts
* Production & business rule systems
Main conference track
High-quality papers related to theoretical advances, novel
technologies, and artificial intelligence applications concerning
explainable algorithmic decision-making that involve rule-based
representation and reasoning are solicited.
We accept the following submission formats for papers:
* Long papers (up to 15 pages in LNCS style)
* Short papers (up to 8 pages in LNCS style) Long papers should
present original and significant research and/or development
results. Short papers should concisely describe general results or
specific applications, systems, or position statements.
Submissions to the RuleML+RR conference
Submitted papers must not substantially overlap with papers that
have been published or that are simultaneously submitted to a
journal or a conference/workshop with formal proceedings. Double
submission to a workshop with informal proceedings is allowed.
Papers put on arXiv are also allowed as long as they are not
refereed (i.e., formally reviewed by peers). All submissions must
be prepared in Springer's LNCS style
(
http://www.springer.com/comp/lncs/authors.html).
Publication
The conference proceedings will be published by Springer in the
Lecture Notes in Computer Science series (LNCS) after the
conference. A selection of the accepted papers of RuleML+RR 2021
will be invited for submission to the Journal of Theory and
Practice of Logic Programming
(TPLP) published by Cambridge University Press.
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. . .
16th International Rule Challenge
The Rule Challenge solicits high quality papers focussing on
practical problems - or challenges - related to rule-based
approaches. We welcome two different kinds of submissions:
(1) Challenge descriptions: papers describing open challenges,
interesting problems from academia or industry, and benchmarks
which are of interest for the community and can be solved by
rule-based approaches, including task description, datasets, and
the evaluation criteria;
(2) Challenge solutions: Papers supplying benchmarking or
comparison results for rule engines, rule-based machine learning
techniques, illustrating rule- and model-driven engineering,
reporting on case studies and industrial experiences, and
realizing mobile deployment of rule-based reasoning.
All submissions must be formatted in the LNCS style and should be
between 8-15 pages. The paper submission deadline is July 7th,
2022.
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. . .
The Doctoral Consortium
hosted at RuleML+RR 2022 aims at promoting student research in
Artificial Intelligence, especially research on rule-based
formalisms and reasoning. It offers PhD students close contact
with leading experts in the field, as well as the opportunity to
present and discuss their ideas in a dynamic and friendly setting.
We invite PhD students at an early or intermediate stage of their
PhD studies as well as exceptional Master’s students who are
interested in pursuing a PhD to submit papers describing their
research on any of the topics of interest to RuleML+RR 2022.
RuleML+RR DC papers are limited to 8 pages written in English
following the LNCS format and submitted electronically in PDF
format jointly with a maximum 2 pages CV. Details can be found in
the RuleML+RR 2022 DC CfP
(
https://2022.declarativeai.net/events/ruleml-rr/ruleml-rr-dc).
The paper submission deadline is July 7th, 2022 (titles/abstracts
are due on June 30, 2022).
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. . .
Important dates for the RuleML+RR conference
* May 24th: Title and abstract submission
* June 2nd: Paper submission deadline
* August 1st: Notification of acceptance
* September 26th-28th: Conference
For each of these deadlines, a cut-off point of 23:59 AOE applies.
Check out further details materializing at
https://2022.declarativeai.net/.
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