The modular structure of an ontology: atomic decomposition

ثبت نشده
چکیده

Extracting a subset of a given ontology that captures all the ontology’s knowledge about a specified set of terms is a well-understood task. This task can be based, for instance, on locality-based modules. However, a single module does not allow us to understand neither topicality, connectedness, structure, or superfluous parts of an ontology, nor agreement between actual and intended modeling. The strong logical properties of locality-based modules suggest that the family of all such modules of an ontology can support comprehension of the ontology as a whole. However, extracting that family is not feasible, since the number of locality-based modules of an ontology can be exponential w.r.t. its size. In this paper we report on a new approach that enables us to efficiently extract a polynomial representation of the family of all localitybased modules of an ontology. We also describe the fundamental algorithm to pursue this task, and report on experiments carried out and results obtained.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

HyS: Fast Atomic Decomposition and Module Extraction of OWL-EL ontologies

In this paper, we present HyS, an application for fast atomic decomposition and module extraction of OWL-EL ontologies. HyS computes a hypergraph representation of the modular structure of an ontology. This hypergraph representation contains the atomic decomposition of the input ontology, and it allows to extract modules for a given signature. We provide an experimental evaluation of HyS with a...

متن کامل

Improved Algorithms for Module Extraction and Atomic Decomposition

In recent years modules have frequently been used for ontology development and understanding. This happens because a module captures all the knowledge an ontology contains in a given area, and often is much smaller than the whole ontology. One useful modularisation technique for expressive ontology languages is locality-based modularisation, which allows for fast (polynomial) extraction of modu...

متن کامل

Towards Fast Atomic Decomposition using Axiom Dependency Hypergraphs

Atomic decomposition of ontologies has been suggested as a tool to understand the modular structure of ontologies. It consists of a polynomial size representation of potentially exponentially many modules of an ontology. Tractable algorithms for computing the atomic decomposition for locality-based modules have been introduced, albeit leaving room for improvement in terms of running time. In th...

متن کامل

On an atomic decomposition in Banach spaces

An atomic decomposition is considered in Banach space.  A method for constructing an atomic decomposition of Banach  space, starting with atomic decomposition of  subspaces  is presented. Some relations between them are established. The proposed method is used in the  study  of the  frame  properties of systems of eigenfunctions and associated functions of discontinuous differential operators.

متن کامل

DeMoSt: a Tool for Exploring the Decomposition and the Modular Structure of OWL Ontologies

Motivation In relevant application fields ontologies are often maintained as huge monolithic collections of axioms in single files, as for some ontologies in the NCBO BioPortal repository4, like the Gene Ontology (∼ 60, 000 axioms). Such representation is not ideal for applications which only require access limited to individual fragments of the ontology. As an example, the reasoning service pr...

متن کامل

Revealing and exploiting hierarchical material structure through complex atomic networks

One of the great challenges of modern science is to faithfully model, and understand, matter at a wide range of scales. Starting with atoms, the vastness of the space of possible configurations poses a formidable challenge to any simulation of complex atomic and molecular systems. We introduce a computational method to reduce the complexity of atomic configuration space by systematically recogn...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011