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Ontological Modelling Principles for Computational Complexity

delete2026-08-05
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PRE
AI
A
Anton Gnatenko
O
Oliver Kutz
N
Nicolas Troquard
DOI:10.1177/15705838261451614delete
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Abstract

Abstract

En 中文
The field of computational complexity theory is a core theoretical subject in computer science with significant impact also for real-world applications. Although a plethora of individual results are known, a systematic conceptual organisation of this knowledge is still lacking. We propose a modelling approach for creating an ontologically well-founded knowledge base for the theory of computational complexity that will enable storing, querying and reasoning over the vast knowledge of algorithmic problems, complexity classes and their relationships. We determine the core concepts and relations of complexity theory and model them on two levels of approximation: a lightweight version based on the decidable description logic S R O I Q (the underlying formalism of the ontology language OWL 2 DL) and a further extended version based on first-order logic.

Journal

Applied Ontology cover
Applied Ontology
IF:
3.5
Papers:
40
Citations:
306

Organization

F
Free University of Bozen-Bolzano
Scholars:
2.8K
Papers: 2.6K
Citations: 6
G
gran sasso science institute
Scholars:
112
Papers: 63
Citations: 0
Cited Papers

Cited Papers

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Why and Where: A Characterization of Data Provenance
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errPeter Buneman; Sanjeev Khanna; Tan Wang-Chiew
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If NP has polynomial-size circuits, then MA = AM
err1995-01-01
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PREAI
errArvind,Vikraman; Köbler,Johannes; Schöning,Uwe; Schuler,Rainer
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Modelling and Mining Knowledge About Computational Complexity
err2025-01-01
err0
PREAI
errGnatenko,Anton; Kutz,Oliver; Troquard,Nicolas
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Relativizations of the $\mathcal{P} = ?\mathcal{NP}$ Question
err1975-12-01
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PREAI
errTheodore Baker; John Gill; Robert Solovay
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