Well-Supported Semantics for Description Logic Programs

Abstract

Fages [1994] introduces the notion of well-supportedness as a key requirement for the semantics of normal logic programs and characterizes the standard answer set semantics in terms of the well-supportedness condition. With the property of well-supportedness, answer sets are guaranteed to be free of circular justifications. In this paper, we extend Fages’ work to description logic programs (or DL-programs). We introduce two forms of well-supportedness for DL-programs. The first one defines weakly well-supported models that are free of circular justifications caused by positive literals in rule bodies. The second one defines strongly well-supported models that are free of circular justifications caused by either positive or negative literals. We then define two new answer set semantics for DL-programs and characterize them in terms of the weakly and strongly well-supported models, respectively. The first semantics is based on an extended Gelfond-Lifschitz transformation and defines weakly well-supported answer sets that are free of circular justifications for the class of DL-programs without negative dl-atoms. The second semantics defines strongly well-supported answer sets which are free of circular justifications for all DL-programs. We show that the existing answer set semantics for DL-programs, such as the weak answer set semantics, the strong answer set semantics, and the FLP-based answer set semantics, satisfy neither the weak nor the strong well-supportedness condition, even for DL-programs without negative dl-atoms. This explains why their answer sets incur circular justifications.

Cite

Text

Shen. "Well-Supported Semantics for Description Logic Programs." International Joint Conference on Artificial Intelligence, 2011. doi:10.5591/978-1-57735-516-8/IJCAI11-185

Markdown

[Shen. "Well-Supported Semantics for Description Logic Programs." International Joint Conference on Artificial Intelligence, 2011.](https://mlanthology.org/ijcai/2011/shen2011ijcai-well/) doi:10.5591/978-1-57735-516-8/IJCAI11-185

BibTeX

@inproceedings{shen2011ijcai-well,
  title     = {{Well-Supported Semantics for Description Logic Programs}},
  author    = {Shen, Yi-Dong},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {1081-1086},
  doi       = {10.5591/978-1-57735-516-8/IJCAI11-185},
  url       = {https://mlanthology.org/ijcai/2011/shen2011ijcai-well/}
}