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Semantic Web-Based Information Systems: State-of-the-Art ...

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0 Cr stan & Cuel<br />

Table 3. Methontology through our framework<br />

Name.<strong>of</strong>.<strong>the</strong>.Phase. Input. Description. Output.<br />

Planning<br />

Specification<br />

Conceptualization<br />

Formalization<br />

Integration<br />

Implementation<br />

Maintenance<br />

Acquisition<br />

Evaluation<br />

Documentation<br />

Nothing: first step<br />

A series <strong>of</strong> question<br />

such as: “Why is this<br />

ontology being built<br />

and what are its<br />

intended uses and endusers?”<br />

A good specification<br />

document<br />

Conceptual model<br />

Existing ontologies and<br />

<strong>the</strong> formal model<br />

Formal model<br />

Computable ontology<br />

Plan <strong>the</strong> main tasks to be done,<br />

<strong>the</strong> way in which <strong>the</strong>y will be<br />

arranged, <strong>the</strong> time and resources<br />

that are necessary to perform<br />

<strong>the</strong>se tasks<br />

Identify ontology’s goals<br />

Conceptualize in a model that<br />

describes <strong>the</strong> problem and its<br />

solution. To identify and ga<strong>the</strong>r<br />

all <strong>the</strong> useful and potentially<br />

usable domain knowledge and its<br />

meanings<br />

Transform conceptual model into<br />

a formal or semi-compatible<br />

model, using frame-oriented or<br />

description logic representation<br />

systems<br />

Processes <strong>of</strong> inclusion,<br />

polymorphic refinement, circular<br />

dependencies, and restriction.<br />

For example, select meta<br />

ontologies that better fit <strong>the</strong><br />

conceptualisation<br />

Select target language<br />

Including, modifying definition<br />

in <strong>the</strong> ontology<br />

Searching and listing knowledge<br />

sources through non-structured<br />

interviews with experts, informal<br />

text analysis, formal text<br />

analysis, structured interviews<br />

with experts to have detailed<br />

information on concepts, terms,<br />

meanings, and so on<br />

Technical judgment with respect<br />

to a frame <strong>of</strong> reference<br />

A project plan<br />

Ontology requirements specification document,<br />

specifying purposes and scopes. Its goal is to produce<br />

ei<strong>the</strong>r an informal, semi-formal, or formal ontology<br />

specification document written in natural language, using<br />

a set <strong>of</strong> intermediate representations or using competency<br />

questions, respectively. The document has to provide at<br />

least <strong>the</strong> following information: <strong>the</strong> purpose <strong>of</strong> <strong>the</strong><br />

ontology (including its intended uses, scenarios <strong>of</strong> use,<br />

end-users, etc.); <strong>the</strong> level <strong>of</strong> formality used to codify<br />

terms and meanings (highly informal, semi-informal,<br />

semi-formal, rigorously formal ontologies); <strong>the</strong> scope; its<br />

characteristics and granularity. Properties <strong>of</strong> this<br />

document are: concision, partial completeness, coverage<br />

<strong>of</strong> terms, <strong>the</strong> stopover problem and level <strong>of</strong> granularity <strong>of</strong><br />

ache and every term, and consistency <strong>of</strong> all terms and<br />

<strong>the</strong>ir meanings.<br />

A complete glossary <strong>of</strong> terms (including concepts,<br />

instances, verbs, and properties). Then, a set <strong>of</strong><br />

intermediate representations such as concepts<br />

classification trees, verb diagram, table <strong>of</strong> formulas, and<br />

table <strong>of</strong> rules. The aim is to allow <strong>the</strong> final user to<br />

ascertain whe<strong>the</strong>r or not an ontology is useful and to<br />

compare <strong>the</strong> scope and completeness <strong>of</strong> several<br />

ontologies, <strong>the</strong>ir reusability, and shareability.<br />

Formal conceptualization<br />

Create a computable ontology<br />

Guidelines for maintaining ontologies<br />

A list <strong>of</strong> <strong>the</strong> sources <strong>of</strong> knowledge and a rough<br />

description <strong>of</strong> how <strong>the</strong> process will be carried out and<br />

what techniques will be used.<br />

A formal and correct ontology<br />

Specification document must have <strong>the</strong> property <strong>of</strong><br />

concision<br />

Copyright © 2007, Idea Group Inc. Copying or distributing in print or electronic forms without written permission <strong>of</strong><br />

Idea Group Inc. is prohibited.

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