sowa, j. ontology, metadata and semiotics
TRANSCRIPT
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‘Ontology, Metadata and Semiotics’
John F. Sowa
Introduction
The Semantic Web can be seen as an extension of the World Wide Web (WWW). It is
a concept that has not yet been properly implemented, in which the information on the
WWW is linked up in such a way to make it more efficient (like a database that is
globally linked and is easily searchable). The Semantic Web is built on ontologies that
define the relationships between vocabularies used. It uses RDF (Resource
Description Framework), an XML-like language, as the interchange format the share
information. (Palmer, 2001)
In his article entitled ‘Ontology, Metadata and Semiotics’ (2000), Sowa attempts to
show how the analysis of meaning has many implications for web-based metadata. He
explains how the different methods of logic and ontology can be used in order to
define, relate and translate signs from one vocabulary to another. It is necessary to
make these distinctions in meaning in order for computers to be able to make links
between ontologies used; his work has contributed greatly to the formation of the
Semantic Web. In this paper I will describe some of the main parts of Sowa’s theory
from his article as well as giving some views.
Semiotics
To make his point, Sowa primarily draws on Charles Sanders Peirce’s theories of
semiotics. Semiotics is the study of signs. Most basically, we use signs (in the context
of this theory) as being a representation for something else. We can add detail to
metadata by ‘tagging’ on signs to create more meaning. These signs can then have
signs themselves to give another level of meaning, and so on. Peirce’s theory states
that there are three branches of semiotics – syntax (relating signs to one another),
semantics (relating signs to things in the world matching patterns of signs to related
patterns that occur among the things that the signs refer to) and pragmatics (relating
signs to the agents that use them to refer to things the world). These branches of
semiotics are what Sowa is most concerned about. He proclaims that previous
proposals of ontologies and metadata do not include extra information that should be
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given (such as how the term relates to the agents and to the world itself) (Sowa,
2000).
Ontologies
Sowa claims that the problem with a lot of ontologies on the web is that they ignore
many of the aspects of terms/concepts and that examples like SHOE (Simple HTML
Ontology Extensions) have categories that explain the syntax of data but not the
semantics. Without giving definitions, the tags themselves (like those using SHOE)
do not give meaning to what they are attached to.
Vocabularies
Vocabularies are ‘packages’ of details that are kept to describe things. The problem
with vocabularies is that everybody uses different terms to describe things (or use the
same terms to describe totally different things). This makes it impossible to try to
merge or share data from databases, and is one of the main reasons why identifying
meaning is so important – to distinguish what the right meaning is for the context and
what its relationship is to other vocabularies. Methods of logic and ontology are
therefore used to make these distinctions by creating definitions for, showing relations
between and translating these signs from one vocabulary to another.
Logic & Ontology
Peirce, mentioned earlier for his work in semiotics, studied a branch known as
semantics (or logic proper). Much of the theory on logic is very complex; Peirce used
what he called existential graphs to show a break down of logic to its most primitive
form – resulting in five elements; existence, coreference, relation, conjunction and
negation. These primitive elements as well as the logical operators (universal,
implication and disjunction) are used in formulas to show the definition and
relationship between terms (Sowa, 2000).
Using Peirce’s logic along with ideas in linguistics, philosophy and artificial
intelligence, the ontology of situations and what they represent can be shown.
Controlled Natural Language
Controlled Natural Language is the closest form of language to natural language in
which knowledge extraction systems are able to automatically translate. It is not yet
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possible for these systems to interpret natural language – they need help from a
human editor but if knowledge extraction systems are used when forming databases,
the controlled natural language is translated to logic and a vocabulary is built for a
query system automatically (Sowa, 2000).
Issues
It seems that Sowa’s theories on metadata, semiotics and ontologies has been (and
will continue to be) most useful in the formation of the semantic web. One of the
main reasons being because he stresses the importance of getting the right meaning
attached to terms for each instance in which they are used.
There have been a few a recent criticisms over Sowa’s theory (such as that by
Veltman (2004) in ‘Towards a Semantic Web for Culture’) in which it has been
suggested that Sowa has not considered all the issues. Veltman proposes that Sowa’s
theory does not leave room for the changing meaning of words over time or across
cultures. This was also referred to in a recent interview with Tim Berners-Lee, a
creator of the Semantic Web, in which he dismisses Veltman’s opinions as not being a
part of the scope of the Semantic Web.
Even if, as some people believe, Sowa has missed out on some points that may or may
not be important to his theories (and for the Semantic Web), the part he has
contributed in this area of study is greatly significant and can be built upon with
further study, either by himself or by others in this field just as he has drawn from the
works of others.
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REFERENCES
Palmer, S.B. (2001) ‘The Semantic Web: An Introduction’, Sean B. Palmer Homepage
[online], Available: http://infomesh.net/2001/swintro/ [Accessed: 20 September,
2005]
Sowa, J.F. (2000) ‘Ontology, Metadata and Semiotics’, J.F. Sowa Homepage [online],
Available: http://users.bestweb.net/~sowa/peirce/ontometa.htm [Accessed: August 27,
2005]
Sowa, J.F. (2003) ‘Ontology’, J.F. Sowa Homepage [online], Available:
http://www.jfsowa.com/ontology/index.htm [Accessed: 21 September, 2005]
Updegrove, A. (2005) ‘The Semantic Web: An Interview with Tim Berners-Lee’,
Consortium Standards Bulletin [online], Issue: June 2005, Available:
http://www.consortiuminfo.org/bulletins/semanticweb.php [Accessed: 21 September
2005]
Veltman, K.H. (2004) Towards a Semantic Web for Culture’, Journal of Digital
Information, Vol. 4, Issue 4, Article No. 255, Available:
http://jodi.ecs.soton.ac.uk/Articles/v04/i04/Veltman [Accessed: 21 September, 2005]