Change: Ontology

created on Dec. 15, 2012, 8:16 p.m. by Hevok & updated on Jan. 11, 2013, 3:46 a.m. by Hevok

Ontology is the most critical enabling technology in semantic web applications. Basically an ontology describes terms, and types of relationships between pairs of terms. In such an ontology can be expressed/represented by a list of tuples in the form of (term x, relationship r, term y). For instance,

Denigma, is a kind of, Decipher Machine or

Aging, is a, Problem.

The basic tasks in ontology development are term selection, relationship assignment and evolution.

Normally an ontology is developed by a small group of experts. However, this approach does not scale with the ever increasing amount of information. Specifically experts have difficulty keeping up with advances in knowledge in the open dynamic world wide web environment. Crowdsourcing has the potential to be the most influential way to solve the problem of ontology development, by outsourcing a task traditionally done by experts to also non-experts (typically a large group of people) in the form of an open call (The Call of Duty).

An expression is correct if the majority of the users agree on it.

One approach to implement this is to aggregate knowledge from common web users. Ontology can be used to redefine a search query [http://www.hahia.com] and in this way the ontology evolves indirectly.

Definitely crowdsourcing will significantly change the approach of ontology maintenance and evolution.

An ontology is a data model that represents a domain and is utilized to reason both the object in this domain and the relations between them. The application of ontologies includes artificial intelligence, semantic web, software engineering and information architecture, where it is used as a form of knowledge representation about the world. An ontology can also be understand as a set of definitions of a formal vocabulary with a huge potential in information technology.

Ontology is a Semantic skeleton of a domain, i.e. it defines what we can have in annotations. It defines categories, properties, rules, etc. We can have many ontologies to describe one domain. It is only an idea. We are not there.

steel_puzzle_sphere_11.jpg

Categories: News
Parent: Research

Comment: Added another defintion.

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