RuleML+RR-Companion 2024
Rule Challenge, Doctoral Consortium, Industry Track, and Networking Session 2024

Table of Contents

• Preface

Rule Challenge

• RuleMiner: An Interactive Web Tool for Rule-Based Data Analysis
  Marek Sikora , Dawid Macha , Joanna Badura , Artur Kozłowski , Łukasz Wróbel
• Rule-aware Datalog Fact Explanation Using Group-SAT Solver
  Akira Charoensit , David Carral , Pierre Bisquert , Lucas Rouquette , Federico Ulliana
• PolyCoP: A Connection Prover For (Possibly) Any Logical Language
  Renan L. Fernandes , Fred Freitas , Ivan Varzinczak , Pedro P. M. Farias
• Query Optimization of Backward-Chaining Reasoning with Learned Heuristics
  Ben Schack , Yifan Zhang , James Hoffmeister , Jeff Heflin
• Softening Ontological Reasoning with Large Language Models
  Teodoro Baldazzi , Davide Benedetto , Luigi Bellomarini , Emanuel Sallinger , Adriano Vlad
• Distributed Component Interoperation and Execution for Norm-Based Real-time Compliance
  Theodoros Mitsikas , Ralph Schäfermeier , Yousef Taheri , Kanae Tsushima , Hisashi Hayashi , Jean-Gabriel Ganascia , Gauvain Bourgne , Ken Satoh , Adrian Paschke
• Explanatory Dialogues with Active Learning for Rule-based Expertise
  Yao Yao , Horacio González–Vélez , Madalina Croitoru
• Integrating Symbolic Knowledge and Machine Learning in Healthcare
  Christel Sirocchi , Sara Montagna
• Solving “Greeting a Customer with Unknown Data” Challenge with Epistemic DMN
  Ðorđe Marković , Marc Denecker
• Fair Shifts by the Rule: a Rule-based Compliance Methodology for Medical Rosters
  Guido Governatori , Ilaria Angela Amantea , Marinella Quaranta , Marianna Molinari , Simone Vagnoni , Andrea Filippo Ferraris , Giuseppe Contissa , Monica Palmirani , Marco Busso , Marco Grosso

Doctoral Consortium

• Towards Optimizing Ontology-Based Data Federation: Performance Insights from Experimental Studies
  Marco Di Panfilo
• Optimising Hierarchical Demand Forecasting with Explainable AI: Insights into Key Drivers
  Mátyás Kuti-Kreszács

Industry Track

• Ontologies and Semantic Rules in Real Life: A Mission-Critical Product and Pricing Solution for the Belgian Railways
  Michel Vanden Bossche-Marquette , Léa Guizol , Rémi Le Brouster
• A Novel User-Friendly Pipeline for Enhanced Natural Language Understanding in Human-Robot Interaction
  Dorin Clisu , Iulia Farcas , Andrei Rusu , Mihai Hulea
• An Integrated Approach Using Ontologies, Knowledge Graphs, Machine Learning, and Rules Models for Synthetic Financial Time Series Generation
  Laurentiu Vasiliu , Radu Prodan , Ahmet Soylu , Dumitru Roman
• Preparing AI for Compliance: Initial Steps of a Framework for Teaching LLMs to Reason About Compliance
  Barbara Makovec , Luis Rei , Inna Novalija

Networking Session

• An Overview of AI Techniques in DYNABIC Project
  Ciprian Paduraru , Rares Cristea , Alin Stefanescu
• INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum
  Rustem Dautov , Hui Song , Dumitru Roman , Erik Johannes Husom , Sagar Sen , Vilija Balionyte-Merle , Donatella Firmani , Francesco Leotta , Jerin George Mathew , Jacopo Rossi , Lorenzo Balzotti , Andrea Morichetta , Schahram Dustdar , Thijs Metsch , Valerio Frascolla , Ahmed Khalid , Giada Landi , Juan Brenes , Ioan Toma , Róbert Szab , Christian Schaefer , Seonghyun Kim , Cosmin Udroiu , Alexandre Ulisses , Verena Pietsch , Sigmund Akselsen , Arne Munch-Ellingsen , Irena Pavlova , Dessisslava Petrova-Antonova , Hong-Gee Kim , Changsoo Kim , Bob Allen , Sunwoo Kim , Eberechukwu Paulson
• Koala-UI: An Interactive User Interface for Tabular Data Linking
  Roberto Avogadro , Iroshani Jayawardene , Xiang Ma , Ahmet Soylu , Dumitru Roman
• SMARAGD: Data Interoperability for Decision Support in the Norwegian Agrifood Sector
  Rustem Dautov , Simeon Tverdal , André Skoog Bondevik , Svein Arild Frøshaug , Vera Szabo , Jan Robert Fiksdal , Martin Fodstad Stølen
• Towards Modular Data Marketplaces
  Soulmaz Gheisari , Semih Yumusak , Jaime Osvaldo Salas , Luis-Daniel Ibáñez , George Konstantinidis , Dumitru Roman
• JobKG: A Knowledge Graph of the Romanian Job Market based on Natural Language Processing
  Petre Caraiani , Liviu-Adrian Cotfas , Flavius Cosmin Darie , Camelia Delcea , Carlos Angel Iglesias , Radu Prodan
• Realtime Compliance Mechanism for AI (RECOMP)
  Adrian Paschke , Ken Satoh , Jean-Gabriel Ganascia
• Is the Rule-based Order in AI Dead, or Is Still Kicking?
  Vassil Vassilev
• AI Research Assistant
  Mihai Gheorghe , Cătălina Chinie , Dumitru Roman
• Building a Knowledge Graph on Innovation in Horizon Europe Projects
  Adriana AnaMaria Davidescu , Vasile Alecsandru Strat , Madalina Zurini , Dumitru Roman
• Causal Inference in the Innovation Lifecycle of AI Technologies for Agriculture
  Giani Gradinaru , Madalina Zurini , Bogdan Florin Matei , Diana-Ioana Petre
• PERKS: Eliciting and Exploiting Procedural Knowledge in Industry 5.0
  Ioan Toma , Umutcan Serles
• Developing Deep Learning Based Intelligent Perception Algorithm for Thickener Equipment Monitoring
  Zuochen Liu , Qingkai Wang , Jiandong Dang , Xiaochun Wang , Kang Li , Roberto Avogadro , Dumitru Roman , Xiang Ma
• Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station
  Iroshani Jayawardene , Dumitru Roman , Yingxiang Zhao , Alexander G. Ulyashin , Ahmet Soylu , Xiang Ma