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ESCIM2025 | Invitation to the special session "Recent trends in knowledge representation and modelling"

by Manuel Ojeda Hernandez

[APOLOGIES FOR CROSS-POSTING] Dear colleagues, We cordially invite you to participate in the special session "Recent trends in knowledge representation and modelling" that will be held in ESCIM 2025 in A Coruña (Spain). Futher information about the conference can be found in http://escim2025.uca.es/ <http://escim202.uca.es/>. The Special Session is focused on theoretical and applied tools for representing and modelling information. In particular, our interest is in the direction of recent techniques for dealing with uncertainty. In this sense, Formal Conceptual Analysis, Logic Programming and Fuzzy Relation Equations, together with their fuzzy extensions, arise as reliable tools for dealing with knowledge obtained from databases that are uncertain in some way, such as incomplete, imprecise, ambiguous, graded. These are some of the highlighted topics of interest in the session, but contributions related to other fields are also welcome. Keywords and related topics: - Formal Concept Analysis - Logic Programming - Rough Set Theory Organizers: * Roberto García-Aragón: roberto.aragon(a)uca.es <mailto:roberto.aragon@uca.es> * David Lobo: david.lobo(a)uca.es <mailto:david.lobo@uca.es> * Manuel Ojeda-Hernández: manuojeda <mailto:manuojeda@uma.es>@uma.e <mailto:manuojeda@uma.es>s <mailto:manuojeda@uma.es> Best regards, Roberto, David and Manuel

1 week, 1 day

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ERRATUM: ESAO Webinar n.14 on Tuesday December 17th, 2024 16:00 CET –- Call for Participation

by Cassia TROJAHN

(NEW title and abstract of Chris Partridge's presentation) Dear all, The Educational Series on Applied Ontology (ESAO) [1] is open for everyone and welcomes students, researchers and practitioners alike. The 14h ESAO webinar will be held on Tuesday December 17th, 2024 at 16:00 CET. --------------------------- When and how to connect Tuesday December 17th, 2024 15:00 UTC / 16:00 CET / 17:00 SAST Duration: 90 minutes Video conference (via Zoom) : https://univ-tlse2.zoom.us/j/92895546685?pwd=DQD7Wzf3ZJw02LJ2hHmrVDwdN474PZ… --------------------------- Program 15:00 - 16:30 UTC / 16:00 - 17:30 CET / 17:00 - 18:30 SAST / 12:00 - 13:30 UTC-3 ********************************************************* Chris Partridge, BORO Solutions Limited and University of Westminster, UK Extending the design space of ontologization practices: Using bCLEARer as an example Abstract: The aim of this seminar is to suggest that the design space for the ontologization process is richer than current practice would suggest. That it is possible to open the space up to a range of radically new practices. This consciously builds upon the notion that engineering processes as well as products need to be designed. We provide evidence for the new practices from our work over the last three decades with an outlier methodology, bCLEARer. We also provide some contextual scaffolding for a perspective that we have found we needed to better understand the nature of these new practices. This is an evolutionary perspective which sees digitalization (the evolutionary emergence of computing technologies) as part of the latest step in a long evolutionary trail of information transitions. And sees ontologization as a tool for exploiting the emerging opportunities offered by digitalization. ********************************************************* Maria Keet, University of Cape Town, South Africa Competency questions (30 minutes + Q&A) Abstract: Competency Questions (CQs) for ontologies were initially proposed as a way to assist with scoping of an ontology's content requirements for ontology development, but gradually have been taking up more diverse uses, including ontology validation and reuse, and as part of test-driven development of ontologies. Since authoring CQs is perceived as an arduous and error-prone task, research efforts have gone into automated writing assistance, the notion of what good and bad CQs are, and their formalisation into OWL and SPARQL queries. This ESAO webinar will cover CQ foundations and recent advances in research on CQs for ontologies. Best regards Cassia Trojahn, Frank Loebe, Laure Vieu On behalf of the IAOA Education Committee [1] https://wiki.iaoa.org/index.php/Edu:ESAO

1 week, 2 days

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[RuleML+RR 2025] Call for papers

by Kai Sauerwald

############################################################################### The 9th International Joint Conference on Rules and Reasoning (RuleML+RR 2025) == Call for Papers == *** RuleML+RR 2025 *** *** 22-24 September 2025 *** *** İstanbul, Türkİye *** Abstract: June 2nd, 2025 Paper: June 9th, 2025 Homepage: https://2025.declarativeai.net/events/ruleml-rr RuleML+RR 2025 is part of Declarative AI 2025 (https://2025.declarativeai.net/) ############################################################################### RuleML+RR 2025 is a 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. RuleML+RR 2025 aims to bring together researchers and practitioners interested in the foundations and applications of rules and reasoning. It provides a forum for stimulating cooperation between different communities focused on the research, development, and applications of rule-based systems. We solicit high-quality papers related to theoretical advances, novel technologies, and applications that involve rule-based representation and reasoning or other declarative forms of artificial intelligence. The RuleML+RR 2025 conference is part of the event “Declarative AI: Rules, Reasoning, Decisions, and Explanations” (https://2025.declarativeai.net/) and is co-located with DecisionCAMP 2025 and the Reasoning Web Summer School. Apart from the main track, it features: * 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), * Project Networking Session (https://2025.declarativeai.net/events/ruleml-rr/networking-session) *** 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 * Rules for AI and AI for Rules * Rules and Reasoning / Logics * Rules-Based Systems * Rules and Interoperability * Constraints and Schema * System Descriptions, Applications and Experiences of Ontologies and Rules See the conference homepage for more details on the topics: https://2025.declarativeai.net/events/ruleml-rr/cfp *** Important Dates *** Main track: Abstract submission: June 2, 2025 Paper submission: June 9, 2025 Notification: July 28, 2025 Conference: September 22–24, 2025 Associated events (Rule Challenge, Doctoral Consortium, Industry Track, and ProjectNetworking Session) - July 10, 2025: Paper submission deadline - July 31, 2025: Notification of acceptance For each of these deadlines, a cut-off point of 23:59 AOE applies. **Submission and Publication** 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 excluding references, plus 2 additional pages for references) - Short papers (up to 8 pages in LNCS style excluding references, plus 1 additional page for references) 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. All submissions must be prepared in Springer's LNCS style (http://www.springer.com/comp/lncs/authors.html). 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 to the RuleML+RR conference - abide by the page limits (see above) - are not anonymous - can have additional material included as an external report (appendices to the submission are not permitted and a paper should be self-contained) Papers should be written in English and submitted using EasyChair: https://easychair.org/conferences/?conf=rulemlrr2025 The conference proceedings will be published by Springer in the Lecture Notesin Computer Science series (LNCS) after the conference. Proceedings of the associated events will be published by CEUR. Special Issues of Theory and Practice of Logic Programming and Transactions on Graph Data and Knowledge are planned with extended versions of selected papers. The main track's best paper will be awarded the RuleML+RR Harold Boley Distinguished Paper Award 2025 and best student paper will be awarded the RuleML+RR Best Student Paper Award 2025. The best RuleML Challenge paper will be awarded the RuleML+RR Best Rule Challenge Paper Award 2025. The best Doctoral Consortium paper will be awarded the RuleML+RR Best Doctoral Consortium Paper Award 2025. ***Chairs*** 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 Rule Challenge Chairs Alessandro Margara, Politecnico di Milano, Italy Tomáš Kliegr, Prague University of Economics and Business, Czechia Doctoral Consortium Chairs Shqiponja Ahmetaj, TU Wien, Austria Riccardo Tommasini, INSA Lyon, France Industry Track Chairs Luigi Bellomarini, Banca d’Italia, Italy Evgeny Kharlamov, Bosch Center for Artificial Intelligence, Germany Ioana Georgiana Ciuciu, Babeș-Bolyai University, Romania Networking Session Dumitru Roman, SINTEF AS, Norway George Konstantinidis, University of Southampton, UK Emanuel Sallinger, Vienna University of Technology, Austria Publicity Chairs Kai Sauerwald, FernUniversität in Hagen, Germany Tor-Morten Grønli, Kristiania University College, Norway Romuald Esdras Wandji, Umeå University, Sweeden

1 week, 2 days

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ESAO Webinar n.14 on Tuesday December 17th, 2024 16:00 CET –- Call for Participation

by Cassia TROJAHN

Dear all, The Educational Series on Applied Ontology (ESAO) [1] is open for everyone and welcomes students, researchers and practitioners alike. The 14h ESAO webinar will be held on Tuesday December 17th, 2024 at 16:00 CET. --------------------------- When and how to connect Tuesday December 17th, 2024 15:00 UTC / 16:00 CET / 17:00 SAST Duration: 90 minutes Video conference (via Zoom) : https://univ-tlse2.zoom.us/j/92895546685?pwd=DQD7Wzf3ZJw02LJ2hHmrVDwdN474PZ… --------------------------- Program 15:00 - 16:30 UTC / 16:00 - 17:30 CET / 17:00 - 18:30 SAST / 12:00 - 13:30 UTC-3 ********************************************************* Chris Partridge, BORO Solutions Limited and University of Westminster, UK Ontology-driven conceptual modelling: a 4D perspective (30 minutes + Q&A) Abstract: Conceptual modelling underpins all activities related to information systems development, integration and evolution. As digitalisation increases within and across organisations, significant problems arise when developing or changing business requirements, maintaining existing systems and exchanging data between them. Many of the problems that arise are due to the semantic inconsistencies in the underlying models of such systems. This seminar will discuss how a 4D foundational ontology (BORO) and its method for semantic improvement (bCLEARer) can provide the basis for increased ontological clarity and consistency of conceptual models by working on and semantically reengineering data from existing information systems. The seminar will explain BORO’s top-level ontology, its criteria of identity and its meta-ontological choices. It will then present examples of how the method helps to semantically re-engineer and improve models/data from existing systems. ********************************************************* Maria Keet, University of Cape Town, South Africa Competency questions (30 minutes + Q&A) Abstract: Competency Questions (CQs) for ontologies were initially proposed as a way to assist with scoping of an ontology's content requirements for ontology development, but gradually have been taking up more diverse uses, including ontology validation and reuse, and as part of test-driven development of ontologies. Since authoring CQs is perceived as an arduous and error-prone task, research efforts have gone into automated writing assistance, the notion of what good and bad CQs are, and their formalisation into OWL and SPARQL queries. This ESAO webinar will cover CQ foundations and recent advances in research on CQs for ontologies. Best regards Cassia Trojahn, Frank Loebe, Laure Vieu On behalf of the IAOA Education Committee [1] https://wiki.iaoa.org/index.php/Edu:ESAO

1 week, 2 days

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CFP IJCRS 25

by Stefania Boffa

Dear Colleagues, Let me share the CFP of the *11th International Joint Conference on Rough Sets (*IJCRS 2025 <http://ijcrs2025.cqupt.edu.cn/#/home>*) *with you*.* Best wishes Stefania Boffa IJCRS 2025 Publicity Chair

1 week, 3 days

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First Call for Papers - 2nd International Joint Conference on Conceptual Knowledge Structures (CONCEPTS 2025)

by Peggy Cellier

*2nd International Joint Conference on Conceptual Knowledge Structures (CONCEPTS 2025)* *Cluj-Napoca, România- September, 8th-12th, 2025* *https://concepts2025.conference.ubbcluj.ro/ <https://concepts2025.conference.ubbcluj.ro/>* 29th Intl. Conf. on Conceptual Structures (ICCS) 19th Intl. Conf. on Formal Concept Analysis (ICFCA) 18th Intl. Conf. on Concept Lattices and their Applications (CLA) CONCEPTS, the International Conference on Conceptual Knowledge Structures is a merger of the three conferences CLA, ICCS, and ICFCA, which have been essential venues for researchers and practitioners working on theoretical and applied aspects of formal concept analysis and representation of conceptual knowledge, as well as closely related areas, such as data mining, information retrieval, knowledge management, and discovery. CONCEPTS 2025, the second conference in this new series, aims to continue the tradition and standards of previous conferences and to become a key annual meeting for all members of the three communities, CLA, ICCS, and ICFCA, to keep abreast of the advances and new challenges in the field. Main topics include but are not limited to: * Fundamental aspects of Formal Concept Analysis (e.g., FCA theory, concept lattices, algorithms and computational complexity) * Conceptual graphs, graph-based models for human reasoning * Knowledge spaces and learning spaces * Fuzzy, relational, and/or triadic conceptual structures * Conceptual knowledge acquisition, management, exploration, analysis, and/or visualization * Probabilistic or approximative approaches to conceptual knowledge * Bridging conceptual structures to information sciences, artificial intelligence, data mining, machine learning, information retrieval, database theory, software engineering, and other areas of computer science * Ontologies, semantic web, knowledge graphs, and their relation to conceptual knowledge structures such as concept lattices and conceptual graphs. * Conceptual structures in natural language processing and linguistics * Understanding real-world data and modeling real-world phenomena with conceptual structures (e.g., applications in digital humanities, cybersecurity, biology, medicine, social network analysis) * Psychology, philosophy, and conceptual structures. *Submission details:* Submissions are invited on significant, original (previously unpublished) research on the topics of the conference: * Journal-track papers up to 26 pages, to be published in a special issue of the<https://www.sciencedirect.com/journal/international-journal-of-approximate-…>International Journal of Approximate Reasoning (IJAR) <https://www.sciencedirect.com/journal/international-journal-of-approximate-…>; * Regular papers up to 16 pages and short papers up to 8 pages are to be published by Springer in the LNAI series as a proceedings volume. All submissions will be subject to single-blind peer review. Accepted papers have to be presented at the conference on-site. Therefore, at least one author per paper has to register timely and attend the conference on-site. *Important dates and submission instructions:* /***Journal-track submissions***/ - Full paper submission: *March 16, 2025 (AoE)* - Paper reviews sent to authors: *May 2nd, 2025* - Revised submission: *June 2, 2025* - Notification of acceptance: *June 29, 2025* Details about the submission system and the guidelines to authors will be provided shortly. /***Regular and short papers***/ - Abstract submission: *March 17, 2025 (AoE)* - Full paper submission: *March 24, 2025 (AoE)* - Notification of acceptance: *May 14, 2025* - Camera-ready papers due: *May 29, 2025* Submission link:<https://equinocs.springernature.com/home>https://equinocs.springernature.com/home <https://equinocs.springernature.com/home> Please select the appropriate category for your submitted manuscript, “regular paper” or “short paper.” Please visit the page<https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…>Information for authors <https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…> on Springer's website for templates and formatting style. *Organization:* _General and Conference Chair:_ Christian Săcărea, Babeș-Bolyai University, Romania _Program Chairs:_ Peggy Cellier, IRISA/INSA Rennes, France Bernhard Ganter, TU Dresden, Germany Rokia Missaoui, Université du Québec en Outaouais, Canada _Local organizer Committee:_ Christian Săcărea, Babeș-Bolyai University, Cluj-Napoca, România Diana Cristea, Babeș-Bolyai University, Cluj-Napoca, Diana Șotropa, Babeș-Bolyai University, Cluj-Napoca _Executive Board:_ Jaume Baixeries, Polytechnic University of Catalonia, Spain Radim Belohlavek, Palacký University Olomouc, Czech Republic Tanya Braun, University of Münster, Germany Madalina Croitoru, University of Montpellier, France Sébastien Ferré, University of Rennes, France Sergei Kuznetsov, HSE University, Moscow, Russia Rokia Missaoui, Université du Québec en Outaouais, Canada Amedeo Napoli, LORIA, Nancy, France Sergei Obiedkov, TU Dresden, Germany Manuel Ojeda-Aciego, University of Malaga, Spain Uta Priss, Ostfalia University of Applied Sciences, Wolfenbüttel, Germany Gerd Stumme, University of Kassel, Germany _Program Committee:_ Jaume Baixeries, Polytechnic University of Catalonia, Spain Alexandre Bazin, LIRMM, Montpellier, France Mike Behrisch, Technische Universität Wien, Austria Sadok Ben Yahia, Technology University of Tallinn, Estonia Karell Bertet, La Rochelle University, France Inma P. Cabrera, Universidad de Málaga, Spain Peggy Cellier, IRISA/INSA Rennes, France Maria Eugenia Cornejo Piñero, University of Cádiz, Spain Christophe Demko, La Rochelle University, France Xavier Dolques, Université de Strasbourg, France Dominik Dürrschnabel, Universität Kassel, Germany Sébastien Ferré, IRISA université de Rennes, France Bernhard Ganter, TU Dresden, Germany Alain Gely, université de Lorraine, France Tom Hanika, University of Hildesheim, Germany Tobias Hille, University of Kassel Germany Marianne Huchard, LIRMM, Univ. Montpellier, France Mohamed Hamza Ibrahim, University of Quebec in Outaouais, Canada Dmitry Ignatov, HSE University, Moscow, Russia Mehdi Kaytoue, Infologic R&D, France Blaise Blériot Koguep Njionou, Université de Dschang, Cameroun Francesco Kriegel, TU Dresden, Germany Sergei Kuznetsov, HSE University, Moscow, Russia Leonard Kwuida, Bern University of Applied Sciences, Switzerland Florence Le Ber, Université de Strasbourg, France Pierre Martin, University of Montpellier, France Jesús Medina, University of Cádiz, Spain Rokia Missaoui, University of Quebec in Outaouais, Canada Amedeo Napoli, LORIA, Université de Lorraine, France Sergei Obiedkov, TU Dresden, Germany Manuel Ojeda-Aciego, Universidad de Málaga, Spain Jan Outrata, Palacký University Olomouc, Czech Republic Tim Pattison, Defence Science and Technology Group, Australia Carmen Peláez-Moreno, Univ. Carlos III de Madrid, Spain Uta Priss, Ostfalia Hochschule of Applied Sciences, Wolfenbüttel, Germany Sandor Radeleczki, University of Miskolc, Hungary Eloísa Ramírez Poussa, Universidad de Cádiz, Spain Sebastian Rudolph, TU Dresden, Germany Baris Sertkaya, Frankfurt University of Applied Sciences, Germany Henry Soldano, Université Paris 13, France Petko Valtchev, Université du Québec à Montréal, Canada Gerd Stumme, University of Kassel, Germany Martin Trnecka, Palacký University Olomouc, Czech Republic Francisco José Valverde-Albacete, Univ. Rey Juan Carlos, Madrid, Spain We look forward to meeting you in Cluj-Napoca. Please, feel free to contact us for any further information. Sincerely yours, Peggy Cellier, Bernhard Ganter, and Rokia Missaoui *CONCEPTS 2025 Program chairs* Email contact address: concepts25(a)lists.cs.uni-kassel.de

2 weeks, 2 days

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Link for coordinating first working group meeting: FCA repository

by Tom Hanika

Dear FCA Researcher, as presented today at CONCEPTS 2024 [1] we will have the first meeting of the fcarepository.org working group in November. You are invited to participate in and contribute to this new FCA endeavor. To coordinate the date we set up a calendar tool [2]. Please indicate which dates would fit for you, if you want to participate. Best regards Tom [1] https://concepts2024.uca.es/ [2] https://terminplaner6.dfn.de/p/524cbe1df59d322f67043c5ad65a6009-870853 -- Dr. Tom Hanika Universität Kassel Tel.: +49 (0) 561 804 6252 https://www.kde.cs.uni-kassel.de/hanika ---------------------------------------------------------------------

3 weeks, 1 day

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ESAO Webinar n.13 on Tuesday November 12th, 2024 16:00 CET –- Call for Participation

by Cassia TROJAHN

Dear all, The Educational Series on Applied Ontology (ESAO) [1] is open for everyone and welcomes students, researchers and practitioners alike. The 13h ESAO webinar will be held on Tuesday November 12th, 2024 at 16:00 CET. --------------------------- When and how to connect Tuesday November 12th, 2024 15:00 UTC / 16:00 CET / 17:00 SAST Duration: 60 minutes Video conference (via Zoom) : https://univ-tlse2.zoom.us/j/92895546685?pwd=DQD7Wzf3ZJw02LJ2hHmrVDwdN474PZ… --------------------------- Program 15:00 - 16:00 UTC / 16:00 - 17:00 CET / 17:00 - 18:00 SAST / 12:00 - 13:00 UTC-3 Jérôme Euzenat, INRIA & Univ. Grenoble Alpes, France Ontology evolution Abstract: Unless considering ontologies as transcendental and perfect, they need to evolve. This may be because the world they represent evolves or the purpose they fulfill requires it. In general, what triggers evolution is the inadequacy of an ontology. Restoring it may be carried out by human designers or automatic means, but it is worthwhile that they follow rules. In this short presentation, we will discuss two techniques that may help evolving ontologies: belief revision and artificial cultural evolution. How they are different and how they are alike. Best regards Cassia Trojahn, Frank Loebe, Laure Vieu On behalf of the IAOA Education Committee [1] https://wiki.iaoa.org/index.php/Edu:ESAO

1 month, 2 weeks

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ESAO Webinar n.12 on Tuesday October 1st, 2024 16:00 CEST –- Call for Participation

by Cassia TROJAHN

Dear all, The Educational Series on Applied Ontology (ESAO) [1] is open for everyone and welcomes students, researchers and practitioners alike. The 12h ESAO webinar will be held on Tuesday October 1st, 2024 at 16:00 CET. --------------------------- When and how to connect Tuesday October 1st, 2024 14:00 UTC / 16:00 CEST / 16:00 SAST Duration: 90 minutes Video conference (via Zoom) : https://univ-tlse2.zoom.us/j/92895546685?pwd=DQD7Wzf3ZJw02LJ2hHmrVDwdN474PZ… --------------------------- Program 14:00-15:30 UTC / 16:00-17:30 CEST / 16:00-17:30 SAST / 11:00-12:30 UTC-3 Olivier Kutz, Free University of Bozen-Bolzano, Italy Title: Concepts, concept combinations, and the tooth operator Abstract: We will discuss some of the approaches to model concepts and concept combinations with the help of logic, and illustrate how such modelling approaches are capable (or not) of modelling aspects of human reasoning with concepts. We will then explain the basic ideas underlying the framework of weighted description logics, also called perceptron or 'tooth' logic, and illustrate its key features and benefits for modelling and reasoning with concepts. Maria Hedblom, Jönköping University, Sweden Title: Cognitive foundations for KR Abstract: TBA Best regards Cassia Trojahn, Frank Loebe, Laure Vieu On behalf of the IAOA Education Committee [1] https://wiki.iaoa.org/index.php/Edu:ESAO

2 months, 4 weeks

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Workshop FCA4AI 2024 (Deadline extension)

by Amedeo Napoli

Sorry for duplicates. ------------------------------------------------------------------------------------------------------------------- -- FCA4AI (Twelfth Edition) -- "What can FCA do for Artificial Intelligence?'' co-located with ECAI 2024, Santiago de Compostela, Spain October 19th 2024 http://www.fca4ai.hse.ru/2024 ------------------------------------------------------------------------------------------------------------------- General Information. The eleven preceding editions of the FCA4AI Workshop (from ECAI 2012 until IJCAI 2023) showed that many researchers working in Artificial Intelligence are indeed interested in powerful techniques for classification and data mining provided by Formal Concept Analysis. The twelfth edition of FCA4AI will once more be co-located with the ECAI Conference, and thus be held in Santiago de Compostela. Formal Concept Analysis (FCA) is a mathematically well-founded theory aimed at data analysis and classification. FCA allows one to build a concept lattice and a system of dependencies (implications and association rules) which can be used for many AI needs, e.g. knowledge processing, knowledge discovery, knowledge representation and reasoning, ontology engineering as well as information retrieval, recommendation, social network analysis and text processing. Thus, there are many "natural links'' between FCA and AI. Recent years have been witnessing increased scientific activity around FCA, in particular a strand of work emerged that is aimed at extending the possibilities of plain FCA w.r.t. knowledge processing, such as work on pattern structures and relational context analysis, as well as on hybridization with other formalisms. These extensions are aimed at allowing FCA to deal with more complex than just binary data, for solving complex problems in data analysis, classification, knowledge processing, etc. While the capabilities of FCA are extended, new possibilities are arising in the framework of FCA. As usual, the FCA4AI workshop is dedicated to the discussion of such issues, and in particular: - How can FCA support AI activities in knowledge discovery, knowledge representation and reasoning, machine learning, natural language processing and others? - Vice versa, how can the current developments in AI be adopted within FCA to help AI researchers solve complex problems in their domain? - Which role can FCA play in the new trends in AI, especially in ML, XAI, fairness of algorithms, and "hybrid systems'' combining symbolic and subsymbolic approaches? TOPICS OF INTEREST include but are not limited to: - Concept lattices and related structures: pattern structures, relational structures, distributive lattices. - Knowledge discovery and data mining: pattern mining, association rules, attribute implications, subgroup discovery, exceptional model mining, data dependencies, attribute exploration, stability, projections, interestingness measures, MDL principle, mining of complex data, triadic and polyadic analysis. - Knowledge and data engineering: knowledge representation, reasoning, ontology engineering, mining the web of data, text mining, data quality checking. - Analyzing the potential of FCA in supporting hybrid systems: how to combine FCA and data mining algorithms, such as deep learning for building hybrid knowledge discovery systems, producing explanations, and assessing system fairness. - Analyzing the potential of FCA in AI tasks such as classification, clustering, biclustering, information retrieval, navigation, recommendation, text processing, visualization, pattern recognition, analysis of social networks. - FCA and Large Language Models (LLMs). - Practical applications in agronomy, astronomy, biology, chemistry, finance, manufacturing, medicine, and others. The workshop will include time for audience discussion aimed at a better understanding of the issues, challenges, and ideas being presented. IMPORTANT DATES: Submission deadline: September 08 2024 Notification to authors: September 23 2024 Final version: October 06 2024 Workshop: October 19 2024 SUBMISSION DETAILS: The workshop welcomes submissions in pdf format following the CEURART style 1-column (to be downloaded at https://ceur-ws.org/Vol-XXX/CEURART.zip). Submissions can be: - technical papers between 8 and 12 pages, - system descriptions or position papers describing work in progress not exceeding 6 pages. Submissions are via EasyChair at https://easychair.org/conferences/?conf=fca4ai2024 The workshop proceedings will be published as CEUR proceedings (see preceding editions in CEUR Proceedings Vol-3489, Vol-3233, Vol-2972, Vol-2729, Vol-2529, Vol-2149, Vol-1703, Vol-1430, Vol-1257, Vol-1058, and Vol-939). WORKSHOP CHAIRS: Sergei O. Kuznetsov National Research University Higher Schools of Economics, Moscow, Russia Amedeo Napoli Université de Lorraine, CNRS, Inria, LORIA, Nancy, France Sebastian Rudolph Technische Universität Dresden, Germany PROGRAM COMMITTEE (under construction) ------------------------------------------------------------------------------------------------------------------- -------------------------------------------------------------------------------------------------------------------

3 months, 4 weeks

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