RuleML+RR 2020 : International Joint Conference on Rules and Reasoning 2020

29 June - 1 July 2020

Oslo, Norway

Web: http://2020.ruleml-rr.org

Part of the event Declarative AI 2020: Rules, Reasoning, Decisions, and Explanations

Summary

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.

Theme for 2020 edition: Explainable algorithmic decision-making.

Important Dates

Title and Abstract submission: 6 March 2020

Full papers submission: 13 March 2020

Notification of acceptance: 30 April 2020

Camera-ready submission: 8 May 2020

Conference: 29 June- 1 July 2020

The conference

The 4th International Joint Conference on Rules and Reasoning (RuleML+RR 2020) is the leading international joint conference in the field of rule-based reasoning. Stemming from the synergy with the DecisionCAMP summit, which brings together leading decision management authorities, vendors, and practitioners, one of the main goals of RuleML+RR is to build bridges between academia and industry in the area of rule-based reasoning and applications. RuleML+RR 2020 is part of the event “Declarative AI: Rules, Reasoning, Decisions, and Explanations” to be held in the beautiful city of Oslo, Norway between 29 June- 1 July 2020.

Keynotes

Prof. Eyke Hüllermeier, Univ. Padeborn, Germany: Multilabel rule learning

Dieter Fensel, STI Innsbruck, Austria: Knowledge Graphs: Methodologies, Tools, and Selected Use Cases

Arild Waaler, Sirius Centre for Scalable Data Access, Norway: title TBA

More to be confirmed.

Topics

RuleML+RR welcomes research from all areas of Rules and Reasoning, including topics from our 2020 theme: explainable algorithmic decision-making. The topics of the conference are:

• Machine learning approaches involving rules (e.g, extracting rules from Deep Neural Networks or rule-based classification)
• Rules for knowledge graphs and ontology learning
• Rule-based approaches to natural language processing
• Explainable AI approaches based on rules, psychological aspects of rule learning
• Rules of ethics, biases, laws, policies, and regulations
• Production & business rule systems
• Communicating rule models with Decision Model and Notation (DMN)
• Applications of rule technologies with explainable AI (xAI) elements
• Foundations of declarative AI architectures and languages
• Rule-based approaches for intelligent systems and intelligent information access
• Vocabularies, ontologies, and business rules
• Ontology-based data access
• Rule-based data integration
• Data management and data interoperability for web data
• Distributed agent-based systems for the web
• Rule-based approaches to agents
• Scalability and expressive power of logics for the semantic web
• Reasoning with incomplete, inconsistent and uncertain data
• Non-monotonic, common-sense, and closed-world reasoning for web data
• Non-classical logics and the Web
• Constraint programming
• Logic programming
• Streaming data and complex event processing
• Higher-order and modal rules
• Web reasoning and distributed rule inference and execution
• Rule markup languages and rule interchange formats
• Rule-based policies, reputation, and trust
• Rules, blockchain, and smart contracts
• Scalability and expressive power of logics for rules
• System descriptions, applications and experiences
• Rules and human language technology
• Rules in online market research and online marketing
• Applications of ontologies and rules in environmental protection
• Applications in climate change monitoring, mitigation & adaptation
• Applications in healthcare and life sciences
• Applications in peace and conflict studies
• Applications in equity and social welfare
• Applications in law, regulation, and finance
• Applications in Digital Twins
• Industrial applications of rules

Submissions

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.

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).

Submissions: via EasyChair https://easychair.org/conferences/?conf=rulemlrr2020

In addition to regular submissions, RuleML+RR 2020 will include the 14th International Rule Challenge, a Doctoral Consortium, and an Industry Track. RuleML+RR 2020 is co-located with DecisionCAMP 2020 and the 16th Reasoning Web Summer School (RW 2020).

Publication

The conference proceedings will be published by Springer in the Lecture Notes in Computer Science series (LNCS).

A selection of the best accepted papers of RuleML+RR 2020 (2-6 papers) will be invited for submission to the Journal of Theory and Practice of Logic Programming (TPLP) published by Cambridge University Press.

All submissions must be prepared in Springer's LaTeX style LNCS (http://www.springer.com/comp/lncs/authors.html).