Forum for Science, Industry and Business

Sponsored by:     3M 
Search our Site:

 

New method for building multilingual ontologies that can be applied to the Semantic Web

19.09.2008
Researchers from the Validation and Business Applications Group based at the Universidad Politécnica de Madrid’s School of Computing (FIUPM) have developed a new method for building multilingual ontologies that can be applied to the Semantic Web.

An ontology is a structured set of terms and concepts underpinning the meaning of a subject area. Artificial intelligence and knowledge representation systems are the principal users of ontologies. Researchers from all over the world are now working on applying ontologies to the Internet with the aim of building a Semantic Web and providing users with a intelligent tool for using the information on the web.

The importance of the proposal by Jesús Cardeñosa, Carolina Gallardo, Luis Iraola and Miguel Ángel de la Villa is that it revolutionizes current ontology building systems. Until now, these systems have had a major stumbling block: the multilingual component. The application of ontologies to the Internet comes up against serious problems triggered by linguistic breadth and diversity. This diversity stands in the way of users making intelligent use of the web.

So far all approaches to solve the multilingual component have run into serious difficulties. Some were based on experts agreeing on the terms to be used in each language. These endeavours failed to take off due to the difficulty of finding experts in many languages. Other approaches set out to use one language (almost always English) as a pivot. Again the results were held back, this time because the use of a natural language as an interlanguage occasions ambiguity. As the researchers note, early attempts at using a natural reference language to build machine translation systems go back 20 years ago, and the results were no good.

Multilingual thesauruses

Neither has the 1985 international standard on the creation and development of multilingual thesauruses (ISO 5964:1985) solved the problem. A thesaurus is a list of hierarchically interrelated (general and subordinate terms) terms, possibly containing more than one word, used to index (for archiving purposes) and retrieve documents.

Although an ontology is not exactly the same thing as a thesaurus, the researchers claim that it is very similar because a great many ontologies are actually a simplified version of its huge potential for representation, confined to three basic relations (“is-part-of”, “is-a-type-of”, “is-a”). The above ISO standard on thesauruses covers these three basic relationships.

According to these researchers, the current approaches for solving the multilingual component in ontology building are mostly applied to ontologies with the same representation power as a thesaurus, without even applying the above ISO 5964:1985 standard to deal with multilingualism. But, even if this standard is applied, the approach always has to use a reference language, which, as mentioned, has never worked.

Language-independent ontologies

The method proposed by the School of Computing researchers solves this problem because it is based on building ontologies that can represent information irrespective of the language. They are therefore applicable to multilingual systems.

This method is an advance in that, after analysing the natural language, the method looks for linguistic patterns (grammatical structures) that match the exact ontological structures. This it does multilingually, as the linguistic patterns are capable of building language-independent structures.

The innovative thing about what these researchers are proposing is the construction of multilingual ontologies using what are known as universal words as the concept name. The concept of universal word stems from the United Nations University’s UNL Project (Universal Networking Language). This project was set up to break down the linguistic barriers on the Internet. The researchers claim that the characteristics of UNL also very close match the features of an ontology.

These researchers assume that ordinary texts contain more information than what can be extracted using just the domain terms, as any text has implicit ontological relations that can be extracted by analysing certain grammatical structures of the sentences making up the text.

A case study

In an article presented last July at The 2008 International Conference on Semantic Web and Web Services (SWWS'08), these researchers describe their approach and explain a case study demonstrating the validity of their method. The case study used the contents of the current catalogue of Spanish monuments as part of the Patrilex project, funded by the Spanish National Research Plan in conjunction with the Underdirectorate General of Cultural Heritage.

In this case study, the sentences from the catalogue of Spanish monuments were coded in UNL language. This codification is a semantic representation of the catalogue contents. The researchers then searched for predefined linguistic patterns in the semantic representation. After identifying the contents matching the patterns, they instantiated the contents as ontological structures.

The big advantage of using the UNL system is that the universal words are independent of the language and are not ambiguous. The non-ambiguity makes the translation of the ontology built this way to any language extremely precise.

The universal words used can be viewed and used publicly at the public access repository developed by the researchers. Universal words are usually used to develop multilingual dictionaries, as explained in another press release.

Eduardo Martínez | alfa
Further information:
http://www.fi.upm.es/?pagina=737&idioma=english

More articles from Information Technology:

nachricht Cutting edge research for the industries of tomorrow – DFKI and NICT expand cooperation
21.03.2017 | Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, DFKI

nachricht Molecular motor-powered biocomputers
20.03.2017 | Technische Universität Dresden

All articles from Information Technology >>>

The most recent press releases about innovation >>>

Die letzten 5 Focus-News des innovations-reports im Überblick:

Im Focus: Giant Magnetic Fields in the Universe

Astronomers from Bonn and Tautenburg in Thuringia (Germany) used the 100-m radio telescope at Effelsberg to observe several galaxy clusters. At the edges of these large accumulations of dark matter, stellar systems (galaxies), hot gas, and charged particles, they found magnetic fields that are exceptionally ordered over distances of many million light years. This makes them the most extended magnetic fields in the universe known so far.

The results will be published on March 22 in the journal „Astronomy & Astrophysics“.

Galaxy clusters are the largest gravitationally bound structures in the universe. With a typical extent of about 10 million light years, i.e. 100 times the...

Im Focus: Tracing down linear ubiquitination

Researchers at the Goethe University Frankfurt, together with partners from the University of Tübingen in Germany and Queen Mary University as well as Francis Crick Institute from London (UK) have developed a novel technology to decipher the secret ubiquitin code.

Ubiquitin is a small protein that can be linked to other cellular proteins, thereby controlling and modulating their functions. The attachment occurs in many...

Im Focus: Perovskite edges can be tuned for optoelectronic performance

Layered 2D material improves efficiency for solar cells and LEDs

In the eternal search for next generation high-efficiency solar cells and LEDs, scientists at Los Alamos National Laboratory and their partners are creating...

Im Focus: Polymer-coated silicon nanosheets as alternative to graphene: A perfect team for nanoelectronics

Silicon nanosheets are thin, two-dimensional layers with exceptional optoelectronic properties very similar to those of graphene. Albeit, the nanosheets are less stable. Now researchers at the Technical University of Munich (TUM) have, for the first time ever, produced a composite material combining silicon nanosheets and a polymer that is both UV-resistant and easy to process. This brings the scientists a significant step closer to industrial applications like flexible displays and photosensors.

Silicon nanosheets are thin, two-dimensional layers with exceptional optoelectronic properties very similar to those of graphene. Albeit, the nanosheets are...

Im Focus: Researchers Imitate Molecular Crowding in Cells

Enzymes behave differently in a test tube compared with the molecular scrum of a living cell. Chemists from the University of Basel have now been able to simulate these confined natural conditions in artificial vesicles for the first time. As reported in the academic journal Small, the results are offering better insight into the development of nanoreactors and artificial organelles.

Enzymes behave differently in a test tube compared with the molecular scrum of a living cell. Chemists from the University of Basel have now been able to...

All Focus news of the innovation-report >>>

Anzeige

Anzeige

Event News

International Land Use Symposium ILUS 2017: Call for Abstracts and Registration open

20.03.2017 | Event News

CONNECT 2017: International congress on connective tissue

14.03.2017 | Event News

ICTM Conference: Turbine Construction between Big Data and Additive Manufacturing

07.03.2017 | Event News

 
Latest News

Argon is not the 'dope' for metallic hydrogen

24.03.2017 | Materials Sciences

Astronomers find unexpected, dust-obscured star formation in distant galaxy

24.03.2017 | Physics and Astronomy

Gravitational wave kicks monster black hole out of galactic core

24.03.2017 | Physics and Astronomy

VideoLinks
B2B-VideoLinks
More VideoLinks >>>