Abstract
Given a knowledge-based system running virtually forever able to acquire and automatically store new open-domain knowledge, one of the challenges is to evolve by continuously integrating new knowledge. This needs to be done while handling conflicts, redundancies and linking existing knowledge to the incoming one. We refer to this task with the name Knowledge integration. In this paper we define the problem by discussing its challenges, we propose an approach for tackling the problem, and, we suggest a methodology for the evaluation of results.
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“Same” means “that refers to same world entity”.
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Acknowledgements
I wish to express my gratitude to my advisors, Prof. Paolo Ciancarini and Dr. Valentina Presutti, for their encouragement throughout my research for this work. I would also like to thank Professor Aldo Gangemi for introducing me to the wonders of the Frame Semantics and for his precious suggestions.
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Asprino, L. (2017). Addressing Knowledge Integration with a Frame-Driven Approach. In: Ciancarini, P., et al. Knowledge Engineering and Knowledge Management. EKAW 2016. Lecture Notes in Computer Science(), vol 10180. Springer, Cham. https://doi.org/10.1007/978-3-319-58694-6_32
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DOI: https://doi.org/10.1007/978-3-319-58694-6_32
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