[CFP][RuleML+RR 2025] Rule Challenge, Doctoral Consortium, Industry Track and Networking Session
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Kai Sauerwald
Jul 4, 2025, 8:29:41 AM7/4/25
to Machine Learning News
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RuleML+RR 2025
Rule Challenge, Doctoral Consortium, Industry Track and Networking Session
*******************************************************************************
*** RuleML+RR 2025 ***
*** 22-24 September 2025 ***
*** İstanbul, Türkİye ***
Call for contributions for events associated with RuleML+RR 2025:
Rule Challenge: https://2025.declarativeai.net/events/ruleml-rr/rule-challenge
Doctoral Consortium: https://2025.declarativeai.net/events/ruleml-rr/doctoral-consortium
Industry Track: https://2025.declarativeai.net/events/ruleml-rr/industry-track
Networking Session: https://2025.declarativeai.net/events/ruleml-rr/networking-session
RuleML+RR 2025 (https://2025.declarativeai.net/events/ruleml-rr) is part of Declarative AI 2025 (https://2025.declarativeai.net/)
*******************************************************************************
*** RuleML+RR 2025 ***
**********************
The International Joint Conference on Rules and Reasoning (RuleML+RR) is the leading international joint conference in the field of rule-based reasoning. As in the last years, RuleML+RR 2025 features the following associated events in addition to the main track:
Rule Challenge, Doctoral Consortium, Industry Track, Project Networking Session
The paper submission deadlines are :
July 10th, 2025 (AoE): Doctoral Consortium, Industry Track, Project Networking Session
July 31th, 2025 (AoE): ule Challenge
Submissions for each of these events are made via Easychair:
https://easychair.org/conferences/?conf=rulemlrr2025
Please select the respective track when you make a submission.
Further below, you find more information on the respective events.
*******************************************************************************
*** Rule Challenge ***
Chairs:
Alessandro Margara, Politecnico di Milano, Italy
Tomáš Kliegr, Prague University of Economics and Business, Czechia
Ognjen Savkovic, Free University of Bozen-Bolzano, Italy
**********************
The 19th International Rule Challenge is a standout feature of the RuleML+RR conference, fostering friendly competition among innovative rule-oriented tools, prototypes, and applications tailored to research, industry, and government.
Participants are invited to showcase their solutions to self-defined challenges, but also propose open challenges for the community to tackle.
Accordingly, submissions are welcome in two main categories:
* [Challenge Proposals] Papers outlining open challenges, interesting problems from academia or industry, or benchmarks relevant to the community. Submissions should include task descriptions, datasets, and evaluation criteria, highlighting opportunities for rule-based approaches to provide solutions.
* [Challenge Solutions] Papers presenting benchmarking or comparative analyses of rule engines, rule-based machine learning techniques, or case studies. Submissions may also cover industrial experiences, rule- and model-driven engineering, or innovative applications such as deployment of rule-based reasoning in geographically distributed, edge-to-cloud scenarios.
Key themes of the Rule Challenge include, but are not limited to the following:
* Rule-based machine learning tools and techniques
* Large language models (LLMs) and rule learning
* Rule-based approaches in artificial intelligence
* Rule-based Complex Event Processing / Recognition (CEP/CER)
* Stream reasoning
* Business rules modelling
* Rule standardization for research, industry and government
* Graph-relational data and knowledge systems
* Higher-order logic and modal logic systems
* Rule and ontology combinations
* Distributed rule systems Multi-agent systems
* Ontology-Based Data Access (OBDA) systems
* Answer Set Programming (ASP) systems
* Constraint Logic Programming (CLP) systems
* (Controlled) Natural language interfaces
* Rules and model-driven engineering
The challenge seeks high quality, original papers, potentially referencing online material, and ranging between 8-15 pages. Accepted papers will be published as part of CEUR proceedings and should be in the CEUR-WS.org style template CEURART (1-column variant).
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Rule Challenge track.
Important Dates:
* July 31th, 2025: Paper submission deadline
* August 16th, 2025: Notification of acceptance
Further information can be found on the Rule Challenge website:
https://2025.declarativeai.net/events/ruleml-rr/rule-challenge
*******************************************************************************
*** Doctoral Consortium ***
Chairs:
Shqiponja Ahmetaj, TU Wien, Austria
Riccardo Tommasini, INSA Lyon, France
***************************
The RuleML+RR 9th Doctoral Consortium 2025 (DC) is an initiative of the RuleML+RR community to attract and promote student research in Artificial Intelligence, especially research on rule-based formalisms and reasoning in such formalisms. It offers students a 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 RuleML+RR 2025.
RuleML+RR DC papers range between 8 and 15 pages, are written in English, will be published as part of CEUR proceedings, and should follow the CEUR-WS.org style template CEURART (1-column variant). They are submitted electronically in PDF together with a maximum 2 page-long CV (the paper and the CV should be submitted together as one PDF file, but the CV is not counted within the 15 pages limit and is not published in the proceedings if the paper is accepted).
The submission should cover the following aspects:
* The identification of a significant problem in a research field relevant to RuleML+RR 2025.
* An outline of the current knowledge in the problem’s domain, as well as an overview of existing solutions.
* A clear formulation of the research question and motivation.
* A presentation of (possibly preliminary) ideas, the proposed approach, and the results achieved so far.
* A sketch of the applied research methodology and its positioning in the field.
* A description of the student’s contribution to the research.
* A discussion of how the suggested solution is different, new, or better as compared to the state of the art.
* A research plan and the potential achievements.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Doctoral Consortium track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Doctoral Consortium website:
https://2025.declarativeai.net/events/ruleml-rr/doctoral-consortium
*******************************************************************************
*** Industry Track ***
Chairs:
Luigi Bellomarini, Banca d’Italia, Italy
Evgeny Kharlamov, Bosch Center for Artificial Intelligence, Germany
Ioana Georgiana Ciuciu, Babeș-Bolyai University, Romania
**********************
The RuleML+RR industry track welcomes papers describing original industrial advances and application achievements in all areas of Rules and Reasoning-based technologies. We are interested in experiences from practitioners when applying rules to industries such as engineering, manufacturing, finance, agriculture, energy, media, telecommunications, healthcare, life sciences, government, smart cities, tourism, cultural heritage, retail, logistics, transportation, education, entertainment, legal services, real estate, environmental management, cybersecurity, autonomous systems, aerospace, defense, and other emerging fields. Submissions are invited on all facets of Rules and Reasoning, including efforts to bridge recent research innovations with practical applications and industrial challenges, with a strong focus on the interplay between reasoning techniques and machine learning.
We encourage submissions on the following topics:
* Integration of Rules, Reasoning, and AI Technologies
* Rules and Reasoning for Knowledge Graphs and Ontologies
* Advanced Uses of Rules and Reasoning in Scalable Applications
* Rules and Reasoning in Regulatory Technology (RegTech)
* Responsible Use of AI and Rules Technologies
We welcome extended abstracts of minimum 5 and maximum 6 pages (including the references) to be submitted to the Industry Track.
Accepted papers will be published as part of CEUR proceedings and should be written in English following in the CEUR-WS.org style template CEURART (1-column variant). Reviews will be done by the committee of members from both industry and academia. Submitted papers must be original contributions written in English.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Industry Track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Industry Track website:
https://2025.declarativeai.net/events/ruleml-rr/industry-track
*******************************************************************************
*** Networking Session ***
Chairs:
Dumitru Roman, SINTEF AS, Norway
George Konstantinidis, University of Southampton, UK
Emanuel Sallinger, TU Wien, Austria
**************************
The project networking session of RuleML+RR 2025 aims to bring together relevant projects working in the area of data and AI with particular focus on, but not limited to, the event topics: rules, reasoning, decisions, and explanations.
The session will provide an opportunity to:
* Share knowledge between research and innovation projects operating in the area of data and AI.
* Identify potential synergies between the projects, e.g., transfer data and AI technology between projects, joint publications, joint dissemination activities, etc.
* Discuss funding opportunities such as Horizon Europe, Digital Europe, ERC, etc.
The session targets research and innovation projects operating at all stages:
* Ending (or recently ended) projects, which have results to transfer and/or dissemination of results;
* Ongoing projects, seeking collaboration and networking opportunities with external stakeholders and external projects;
* Upcoming projects/initiative, searching for potential new ideas and partners for consortia.
Interested projects should submit abstracts of minimum 5 and maximum 6 pages (including the references), describing the project’s objective, possible information to be shared with other projects and potential interests in other projects.
The papers will be included in the companion proceedings of the event published by CEUR and should be formatted in the CEUR-WS.org style template CEURART (1-column variant). Submitted papers must be original contributions written in English.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Networking Session track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Project Networking Session website:
https://2025.declarativeai.net/events/ruleml-rr/networking-session
*******************************************************************************
*******************************************************************************
RuleML+RR 2025 (https://2025.declarativeai.net/events/ruleml-rr) and its associated events are part of Declarative AI 2025 (https://2025.declarativeai.net/). The following lists further chairs involved in making these events possible.
General Chairs of Declarative AI 2025
Hasan Dağ, Kadir Has University, Türkiye
Anni-Yasmin Turhan, Paderborn University, Germany
Ahmet Soylu, Kristiania University of Applied Sciences, Norway
Local Chair
Mehmet Nafiz Aydin, Kadir Has University, Türkiye
RuleML+RR Program Chairs
Aidan Hogan, University of Chile, Chile
Ken Satoh, National Institute of Informatics, Japan
Proceedings Chairs
Dumitru Roman, SINTEF AS, Norway
Ahmet Soylu, Kristiania University College, Norway
Publicity Chairs
Kai Sauerwald, FernUniversität in Hagen, Germany
Tor-Morten Grønli, Kristiania University College, Norway
Romuald Esdras Wandji, Umeå University, Sweeden
Reasoning Web 2025
Meghyn Bienvenu, University of Bordeaux, France
Alessandro Artale, Free University of Bozen-Bolzano, Italy
DecisionCAMP 2025
Jacob Feldman, OpenRules, USA
RuleML+RR 2025
Rule Challenge, Doctoral Consortium, Industry Track and Networking Session
*******************************************************************************
*** RuleML+RR 2025 ***
*** 22-24 September 2025 ***
*** İstanbul, Türkİye ***
Call for contributions for events associated with RuleML+RR 2025:
Rule Challenge: https://2025.declarativeai.net/events/ruleml-rr/rule-challenge
Doctoral Consortium: https://2025.declarativeai.net/events/ruleml-rr/doctoral-consortium
Industry Track: https://2025.declarativeai.net/events/ruleml-rr/industry-track
Networking Session: https://2025.declarativeai.net/events/ruleml-rr/networking-session
RuleML+RR 2025 (https://2025.declarativeai.net/events/ruleml-rr) is part of Declarative AI 2025 (https://2025.declarativeai.net/)
*******************************************************************************
*** RuleML+RR 2025 ***
**********************
The International Joint Conference on Rules and Reasoning (RuleML+RR) is the leading international joint conference in the field of rule-based reasoning. As in the last years, RuleML+RR 2025 features the following associated events in addition to the main track:
Rule Challenge, Doctoral Consortium, Industry Track, Project Networking Session
The paper submission deadlines are :
July 10th, 2025 (AoE): Doctoral Consortium, Industry Track, Project Networking Session
July 31th, 2025 (AoE): ule Challenge
Submissions for each of these events are made via Easychair:
https://easychair.org/conferences/?conf=rulemlrr2025
Please select the respective track when you make a submission.
Further below, you find more information on the respective events.
*******************************************************************************
*** Rule Challenge ***
Chairs:
Alessandro Margara, Politecnico di Milano, Italy
Tomáš Kliegr, Prague University of Economics and Business, Czechia
Ognjen Savkovic, Free University of Bozen-Bolzano, Italy
**********************
The 19th International Rule Challenge is a standout feature of the RuleML+RR conference, fostering friendly competition among innovative rule-oriented tools, prototypes, and applications tailored to research, industry, and government.
Participants are invited to showcase their solutions to self-defined challenges, but also propose open challenges for the community to tackle.
Accordingly, submissions are welcome in two main categories:
* [Challenge Proposals] Papers outlining open challenges, interesting problems from academia or industry, or benchmarks relevant to the community. Submissions should include task descriptions, datasets, and evaluation criteria, highlighting opportunities for rule-based approaches to provide solutions.
* [Challenge Solutions] Papers presenting benchmarking or comparative analyses of rule engines, rule-based machine learning techniques, or case studies. Submissions may also cover industrial experiences, rule- and model-driven engineering, or innovative applications such as deployment of rule-based reasoning in geographically distributed, edge-to-cloud scenarios.
Key themes of the Rule Challenge include, but are not limited to the following:
* Rule-based machine learning tools and techniques
* Large language models (LLMs) and rule learning
* Rule-based approaches in artificial intelligence
* Rule-based Complex Event Processing / Recognition (CEP/CER)
* Stream reasoning
* Business rules modelling
* Rule standardization for research, industry and government
* Graph-relational data and knowledge systems
* Higher-order logic and modal logic systems
* Rule and ontology combinations
* Distributed rule systems Multi-agent systems
* Ontology-Based Data Access (OBDA) systems
* Answer Set Programming (ASP) systems
* Constraint Logic Programming (CLP) systems
* (Controlled) Natural language interfaces
* Rules and model-driven engineering
The challenge seeks high quality, original papers, potentially referencing online material, and ranging between 8-15 pages. Accepted papers will be published as part of CEUR proceedings and should be in the CEUR-WS.org style template CEURART (1-column variant).
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Rule Challenge track.
Important Dates:
* July 31th, 2025: Paper submission deadline
* August 16th, 2025: Notification of acceptance
Further information can be found on the Rule Challenge website:
https://2025.declarativeai.net/events/ruleml-rr/rule-challenge
*******************************************************************************
*** Doctoral Consortium ***
Chairs:
Shqiponja Ahmetaj, TU Wien, Austria
Riccardo Tommasini, INSA Lyon, France
***************************
The RuleML+RR 9th Doctoral Consortium 2025 (DC) is an initiative of the RuleML+RR community to attract and promote student research in Artificial Intelligence, especially research on rule-based formalisms and reasoning in such formalisms. It offers students a 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 RuleML+RR 2025.
RuleML+RR DC papers range between 8 and 15 pages, are written in English, will be published as part of CEUR proceedings, and should follow the CEUR-WS.org style template CEURART (1-column variant). They are submitted electronically in PDF together with a maximum 2 page-long CV (the paper and the CV should be submitted together as one PDF file, but the CV is not counted within the 15 pages limit and is not published in the proceedings if the paper is accepted).
The submission should cover the following aspects:
* The identification of a significant problem in a research field relevant to RuleML+RR 2025.
* An outline of the current knowledge in the problem’s domain, as well as an overview of existing solutions.
* A clear formulation of the research question and motivation.
* A presentation of (possibly preliminary) ideas, the proposed approach, and the results achieved so far.
* A sketch of the applied research methodology and its positioning in the field.
* A description of the student’s contribution to the research.
* A discussion of how the suggested solution is different, new, or better as compared to the state of the art.
* A research plan and the potential achievements.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Doctoral Consortium track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Doctoral Consortium website:
https://2025.declarativeai.net/events/ruleml-rr/doctoral-consortium
*******************************************************************************
*** Industry Track ***
Chairs:
Luigi Bellomarini, Banca d’Italia, Italy
Evgeny Kharlamov, Bosch Center for Artificial Intelligence, Germany
Ioana Georgiana Ciuciu, Babeș-Bolyai University, Romania
**********************
The RuleML+RR industry track welcomes papers describing original industrial advances and application achievements in all areas of Rules and Reasoning-based technologies. We are interested in experiences from practitioners when applying rules to industries such as engineering, manufacturing, finance, agriculture, energy, media, telecommunications, healthcare, life sciences, government, smart cities, tourism, cultural heritage, retail, logistics, transportation, education, entertainment, legal services, real estate, environmental management, cybersecurity, autonomous systems, aerospace, defense, and other emerging fields. Submissions are invited on all facets of Rules and Reasoning, including efforts to bridge recent research innovations with practical applications and industrial challenges, with a strong focus on the interplay between reasoning techniques and machine learning.
We encourage submissions on the following topics:
* Integration of Rules, Reasoning, and AI Technologies
* Rules and Reasoning for Knowledge Graphs and Ontologies
* Advanced Uses of Rules and Reasoning in Scalable Applications
* Rules and Reasoning in Regulatory Technology (RegTech)
* Responsible Use of AI and Rules Technologies
We welcome extended abstracts of minimum 5 and maximum 6 pages (including the references) to be submitted to the Industry Track.
Accepted papers will be published as part of CEUR proceedings and should be written in English following in the CEUR-WS.org style template CEURART (1-column variant). Reviews will be done by the committee of members from both industry and academia. Submitted papers must be original contributions written in English.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Industry Track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Industry Track website:
https://2025.declarativeai.net/events/ruleml-rr/industry-track
*******************************************************************************
*** Networking Session ***
Chairs:
Dumitru Roman, SINTEF AS, Norway
George Konstantinidis, University of Southampton, UK
Emanuel Sallinger, TU Wien, Austria
**************************
The project networking session of RuleML+RR 2025 aims to bring together relevant projects working in the area of data and AI with particular focus on, but not limited to, the event topics: rules, reasoning, decisions, and explanations.
The session will provide an opportunity to:
* Share knowledge between research and innovation projects operating in the area of data and AI.
* Identify potential synergies between the projects, e.g., transfer data and AI technology between projects, joint publications, joint dissemination activities, etc.
* Discuss funding opportunities such as Horizon Europe, Digital Europe, ERC, etc.
The session targets research and innovation projects operating at all stages:
* Ending (or recently ended) projects, which have results to transfer and/or dissemination of results;
* Ongoing projects, seeking collaboration and networking opportunities with external stakeholders and external projects;
* Upcoming projects/initiative, searching for potential new ideas and partners for consortia.
Interested projects should submit abstracts of minimum 5 and maximum 6 pages (including the references), describing the project’s objective, possible information to be shared with other projects and potential interests in other projects.
The papers will be included in the companion proceedings of the event published by CEUR and should be formatted in the CEUR-WS.org style template CEURART (1-column variant). Submitted papers must be original contributions written in English.
Please submit your paper via:
https://easychair.org/conferences/?conf=rulemlrr2025
to the Networking Session track.
Important Dates:
* July 10th, 2025: Paper submission deadline
* July 31st, 2025: Notification deadline
Further information can be found on the Project Networking Session website:
https://2025.declarativeai.net/events/ruleml-rr/networking-session
*******************************************************************************
*******************************************************************************
RuleML+RR 2025 (https://2025.declarativeai.net/events/ruleml-rr) and its associated events are part of Declarative AI 2025 (https://2025.declarativeai.net/). The following lists further chairs involved in making these events possible.
General Chairs of Declarative AI 2025
Hasan Dağ, Kadir Has University, Türkiye
Anni-Yasmin Turhan, Paderborn University, Germany
Ahmet Soylu, Kristiania University of Applied Sciences, Norway
Local Chair
Mehmet Nafiz Aydin, Kadir Has University, Türkiye
RuleML+RR Program Chairs
Aidan Hogan, University of Chile, Chile
Ken Satoh, National Institute of Informatics, Japan
Proceedings Chairs
Dumitru Roman, SINTEF AS, Norway
Ahmet Soylu, Kristiania University College, Norway
Publicity Chairs
Kai Sauerwald, FernUniversität in Hagen, Germany
Tor-Morten Grønli, Kristiania University College, Norway
Romuald Esdras Wandji, Umeå University, Sweeden
Reasoning Web 2025
Meghyn Bienvenu, University of Bordeaux, France
Alessandro Artale, Free University of Bozen-Bolzano, Italy
DecisionCAMP 2025
Jacob Feldman, OpenRules, USA
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