Weighted Description Logic for Classification Problems

5 pages•Published: December 10, 2019

Guendalina Righetti, Pietro Galliani, Oliver Kutz, Daniele Porello, Claudio Masolo and Nicolas Troquard

Abstract

We summarise the definitions and some technical aspects of a familiy of description logics that introduce concept constructors (so-called tooth-operators) which, under various constraints, accumulate weights of concepts. We demonstrate how these operators can be fruitfully and elegantly applied to a number of cognitively motivated classification problems which are difficult to handle with the standard expressive means of description logics.

Keyphrases: classification problems, prototype theory, weighted description logic

In: Diego Calvanese and Luca Iocchi (editors). GCAI 2019. Proceedings of the 5th Global Conference on Artificial Intelligence, vol 65, pages 108-112.

Links:	https://easychair.org/publications/paper/S5bV
	https://doi.org/10.29007/vdlq

BibTeX entry

@inproceedings{GCAI2019:Weighted_Description_Logic_Classification,
  author    = {Guendalina Righetti and Pietro Galliani and Oliver Kutz and Daniele Porello and Claudio Masolo and Nicolas Troquard},
  title     = {Weighted Description Logic for Classification Problems},
  booktitle = {GCAI 2019. Proceedings of the 5th Global Conference on Artificial Intelligence},
  editor    = {Diego Calvanese and Luca Iocchi},
  series    = {EPiC Series in Computing},
  volume    = {65},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2398-7340},
  url       = {/publications/paper/S5bV},
  doi       = {10.29007/vdlq},
  pages     = {108-112},
  year      = {2019}}

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