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ORCID16th KEOD 2024: Porto, Portugal
- David Aveiro, Antonella Poggi, Jorge Bernardino:
Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2024, Volume 2: KEOD, Porto, Portugal, November 17-19, 2024. SCITEPRESS 2024, ISBN 978-989-758-716-0
Invited Speakers
- Carlo Sansone:
Multimodal Deep Learning in Medical Imaging. IC3K 2024: 5 - Nirmalie Wiratunga:
Intelligent Reuse of Explanation Experiences: The Role of Case-Based Reasoning in Promoting Best Practice in Explainable AI. IC3K 2024: 7 - João Gama:
Recent Advances in Learning from Data Streams. IC3K 2024: 9
Papers
- Pham Thi Xuan Hien, Le Nguyen Hoai Nam, Cuong Pham-Nguyen:
Framework for a Knowledge-Based Course Recommender System Focused on IT Career Needs. 15-26 - Oliver Baumann, Durgesh Nandini, Anderson Rossanez, Mirco Schönfeld, Júlio Cesar dos Reis:
How to Surprisingly Consider Recommendations? A Knowledge-Graph-Based Approach Relying on Complex Network Metrics. 27-38 - Jonathan Tobias Reif, Tom Jeleniewski, Aljosha Köcher, Tim Frerich, Felix Gehlhoff, Alexander Fay:
Semantic Capability Model for the Simulation of Manufacturing Processes. 39-50 - Víctor Jesús Sotelo Chico, Júlio Cesar dos Reis:
Learning Knowledge Representation by Aligning Text and Triples via Finetuned Pretrained Language Models. 51-62 - Durgesh Nandini, Simon Bloethner, Mirco Schönfeld, Mario Larch:
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis. 63-73 - Svenja Kenneweg, Jörg Deigmöller, Philipp Cimiano, Julian Eggert:
Benchmarking the Ability of Large Language Models to Reason About Event Sets. 74-82 - Alexander V. Smirnov, Tatiana Levashova:
Collaboration Patterns Ontology for Human-Machine Decision Support. 83-94 - Alexander Fichtl, Juraj Vladika, Georg Groh:
Adapter-Based Approaches to Knowledge-Enhanced Language Models: A Survey. 95-107 - Faten Abbassi, Yousra Bendaly Hlaoui:
Supervised Machine Learning Models and Schema Matching Techniques for Ontology Alignment. 111-118 - Anicet Lepetit Ondo, Laurence Capus, Mamadou Bousso:
Optimization of Methods for Querying Formal Ontologies in Natural Language Using a Neural Network. 119-126 - Ayan Chatterjee:
Personalized Asthma Recommendation System: Leveraging Predictive Analysis and Semantic Ontology-Based Knowledge Graph. 127-134 - Pierluigi Del Nostro, Jesper Friis, Emanuele Ghedini, Gerhard Goldbeck, Oskar Holtz, Otello Maria Roscioni, Francesco Antonio Zaccarini, Daniele Toti:
Elementary Multiperspective Material Ontology: Leveraging Perspectives via a Showcase of EMMO-Based Domain and Application Ontologies. 135-142 - Ayan Chatterjee:
A Fuzzy Decision Support System with Semantic Knowledge Graph for Personalized Asthma Monitoring: A Conceptual Modeling. 143-150 - Alexandre Lambert, Aakash Soni, Assia Soukane, Amar Ramdane-Cherif, Arnaud Rabat:
Clustering for Explainability: Extracting and Visualising Concepts from Activation. 151-158 - Jana Martínková, Marek Suchánek, Robert Pergl:
Developing a Reference OntoUML Conceptual Model for Data Management Plans: Enhancing Consistency and Interoperability. 159-166 - Daiki Mori, Kazuyuki Matsumoto, Xin Kang, Manabu Sasayama, Keita Kiuchi:
SMACS: Stress Management AI Chat System. 167-174 - Davide Varagnolo, Dora Melo, Irene Pimenta Rodrigues:
A Methodology for Interpreting Natural Language Questions and Translating into SPARQL Query over DBpedia. 175-182 - Alessandro Cosentino, Webert Júnio Araújo, Inês Koch:
Applying the LOT Methodology to Enhance the Cinematic Heritage Archives. 183-190 - Artan Markaj, Felix Gehlhoff, Alexander Fay:
Semantic-Aware Validation in Model-Driven Requirements Engineering Using SHACL. 191-198 - Christian Banse, Angelika Schneider, Immanuel Kunz:
owl2proto: Enabling Semantic Processing in Modern Cloud Micro-Services. 199-206 - Sreejith Sudhir Kalathil, Tian Li, Hang Dong, Huizhi Liang:
HTEKG: A Human-Trait-Enhanced Literary Knowledge Graph with Language Model Evaluation. 207-215 - Pawel Bielski, Lena Witterauf, Sönke Jendral, Ralf Mikut, Jakob Bach:
Quantifying Domain-Application Knowledge Mismatch in Ontology-Guided Machine Learning. 216-226 - Mieczyslaw M. Kokar, Jakub J. Moskal:
On the Use of Ontologies for Defining, Generating and Exploring the Resulting Simulations of Application Level Protocols. 227-234 - Wasen Melhem, Asad Abdi, Farid Meziane:
Traffic Detection and Forecasting from Social Media Data Using a Deep Learning-Based Model, Linguistic Knowledge, Large Language Models, and Knowledge Graphs. 235-242 - David Aveiro, Vitor Freitas, Duarte Pinto, Valentim Caires, Dulce Pacheco:
Extending DEMO Action Rule Specifications' Syntax in a Low Code Platform Based Municipality Hearing System Implementation. 243-251 - Domenico Redavid, Stefano Ferilli:
An Holistic Approach to Diagnostic and Therapeutic Care Pathways Management. 252-259
Special Session on Ontologies for Digital Twin
- Alexis Chartrain, Gilles Dessagne, Noël Haddad, David R. C. Hill:
Linking Digital Twin Design and Ontologies with Model-Driven Engineering: Application to Railway Infrastructure. 265-276 - Nuno Marques, Marco Rodrigues, Mannin Himanshu, Foad Haidari Gandoman:
Towards Developing an Ontology for a Digital Twin in Battery Testing. 279-286 - Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
Extracting API Structures from Documentation to Create Virtual Knowledge Graphs. 287-294
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