Towards a Unified Framework for Syntactic Inconsistency Measures

Glauber De Bona, John Grant, Anthony Hunter, Sébastien Konieczny

AAAI 2018 pp. 1803-1810

doi:10.1609/AAAI.V32I1.11556 /aaai/2018/bona2018aaai-unified/

Abstract

A number of proposals have been made to define inconsistency measures. Each has its rationale. But to date, it is not clear how to delineate the space of options for measures, nor is it clear how we can classify measures systematically. In this paper, we introduce a general framework for comparing syntactic inconsistency measures. It uses the construction of an inconsistency graph for each knowledgebase. We then introduce abstractions of the inconsistency graph and use the hierarchy of the abstractions to classify a range of inconsistency measures.

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Text

De Bona et al. "Towards a Unified Framework for Syntactic Inconsistency Measures." AAAI Conference on Artificial Intelligence, 2018. doi:10.1609/AAAI.V32I1.11556

Markdown

[De Bona et al. "Towards a Unified Framework for Syntactic Inconsistency Measures." AAAI Conference on Artificial Intelligence, 2018.](https://mlanthology.org/aaai/2018/bona2018aaai-unified/) doi:10.1609/AAAI.V32I1.11556

BibTeX

@inproceedings{bona2018aaai-unified,
  title     = {{Towards a Unified Framework for Syntactic Inconsistency Measures}},
  author    = {De Bona, Glauber and Grant, John and Hunter, Anthony and Konieczny, Sébastien},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2018},
  pages     = {1803-1810},
  doi       = {10.1609/AAAI.V32I1.11556},
  url       = {https://mlanthology.org/aaai/2018/bona2018aaai-unified/}
}