ENIGMA 2023
1st Workshop on
AI-driven heterogeneous data management : Completing, merging, handling inconsistencies and query-answering
Co-located with KR 2023
3-4 September 2023,
Rhodes, Greece
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Extended Dealines:
May 24 May 31, 2023 - Paper registration
May 31 June 7 2023 - Paper submission
The ENIGMA Workshop
Real-world applications are increasingly fed by large-scale, multi-source, heterogeneous information/data. This concerns private companies as well as public institutions.
Urban networks are a typical example of applications that need to manage considerable amounts of heterogenous data. Heterogeneity relates to the presence of different data forms and formats, such as digital images, structured and unstructured files, analog maps, incomplete and unreliable data, etc.
Alongside the notion of data, there are also constraints, knowledge and preferences that are often under-exploited in real-world applications. In order to process and manage such heterogeneous data and information, it is important to identify the relevant elements in each data source, to detect them and finally represent them in a common format that can be easily queried.
The objective of this workshop is to bridge fundamental research in knowledge representation and reasoning with applied research. The aim is to encourage the emergence of novel solutions for representing, combining, classifying, clustering, integrating domain knowledge, repairing, explaining and querying data/information of different nature.
Scope
Topics of interest include but are not limited to :
Languages for heterogeneous information representation
Data completion
Mapping heterogeneous data to KR languages
Defeasible reasoning
Merging heterogeneous information
Inconsistency handling
Uncertainty reasoning
Graphical models
Query-answering based on heterogeneous data
Knowledge Representation and Machine Learning
Similarity measures and clustering
Explainability
Applications : urban networks data, access control, etc.
Workshop Chairs
Salem Benferhat (CNRS & Universit ́e d’Artois, France)
Giovanni Casini (CNR, Italy)
Thomas Meyer (University of Cape Town, South Africa)
Andrea Tettamanzi (Université Côte d’Azur, France)
Contact us: enigma2023@easychair.org
Program Committee
Alessandro Antonucci, Polo universitario Lugano. Switzerland
Ofer Arieli, Tel-Aviv Academic College. Israel
Ahlame Begdouri, University of Fez. Morocco
Isabelle Bloch, Sorbonne Université. France
Richard Booth, Cardiff University. The United Kingdom
Franco Alberto Cardillo, CNR - ILC. Italy
Nanee Chahinian, IRD Montpellier, France
Carol Delenne, University of Montpellier. France
Thanh-Nghi Do, Can Tho University. Vietnam
Dragan Doder, Utrecht university. The Netherlands
Eduardo Fermé, Universidade da Madeira. Portugal
Laura Giordano, Università del Piemonte Orientale. Italy
Anthony Hunter, University College London. The United Kingdom
Gabriele Kern-Isberner, TU Dortmund. Germany
Sébastien Konieczny, CRIL, CNRS, University of Artois. France
Vanina Martinez, Artificial Intelligence Research Institute (IIIA-CSIC). Spain
Ramón Pino Pérez, CRIL, CNRS, University of Artois. France
Tjitze Rienstra, Maastricht University. The Netherlands
Gerardo Simari, CONICET - Universidad Nacional del Sur. Argentina
Guillermo Simari, Universidad Nacional del Sur. Argentina
Umberto Straccia, CNR - ISTI. Italy
Karim Tabia, CRIL CNRS, University of Artois. France
Leon van der Torre, University of Luxembourg. Luxembourg
Ivan José Varzinczak, Université Paris 8. France