By Bernhard Pfahringer, Jochen Renz
This e-book constitutes the refereed lawsuits of the twenty eighth Australasian Joint convention on man made Intelligence, AI 2015, held in Canberra, Australia, in November/December 2015.
The 39 complete papers and 18 brief papers provided have been conscientiously reviewed and chosen from 102 submissions.
Read or Download AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint Conference, Canberra, ACT, Australia, November 30 -- December 4, 2015, Proceedings PDF
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Extra info for AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint Conference, Canberra, ACT, Australia, November 30 -- December 4, 2015, Proceedings
C Springer International Publishing Switzerland 2015 B. Pfahringer and J. ): AI 2015, LNAI 9457, pp. 21–33, 2015. 1007/978-3-319-26350-2 3 22 F. Baader et al. a relationship between patients and treatments. Concept constructors can then be used to build complex concepts out of atomic concepts and roles. Antibiotics describes patients treated with antibiotics. BacterialInfection, which says that antibiotics treatment is given only if there is a bacterial infection. In the ABox, one can state speciﬁc facts about individuals, such as isTreatedWith(BOB, PENICILLIN).
Let NV be a set of variables. A conjunctive query (CQ) is of the form ∃y1 , . . ψ, where y1 , . . , ym ∈ NV and ψ is a ﬁnite conjunction of atoms of the form A(z1 ) ( concept atom), r(z1 , z2 ) ( role atom), or z1 ≈ z2 ( equality atom), where A ∈ NC , r ∈ NR , and z1 , z2 ∈ NV ∪ NI . Temporal Conjunctive Queries in Expressive DLs 25 Temporal conjunctive queries (TCQs) are built inductively from CQs, using the constructors ¬φ1 (negation), φ1 ∧ φ2 (conjunction), φ1 (next), − φ1 (previous), φ1 U φ2 (until), and φ1 S φ2 (since), where φ1 and φ2 are TCQs.
The results are concerned both with data complexity (which is measured only in the size of the data) and with combined complexity (which additionally takes the size of the query and the TBox into account). In addition, the paper considers rigid concepts and roles, whose interpretations must not change over time. We extend the results of  in two directions. First, while being quite expressive, SHQ does not contain the constructors nominals and inverse roles, which are quite useful in many applications.