Cross language information retrieval using ontologies

نویسنده

  • Mustafa A. Abusalah
چکیده

In this paper we present a description and an evaluation of ontologybased Cross-Language Information Retrieval. Earlier systems we have developed used bilingual dictionaries to support a user in selecting terms in the language of the documents being retrieved. This presents the user with the problem of deciding if the translations are the correct senses needed for the query. The system described here replaces the bilingual dictionaries by a pair of language-ontology lexicons. The user can see definitions of the senses in the ontology and then select matching terms in the target language. This allows better control of the generation of the new query in the target language.

برای دانلود رایگان 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

Ontologies in Cross-Language Information Retrieval

We present an approach to using ontologies as interlingua in cross-language information retrieval in the medical domain. Our approach is based on using the Unified Medical Language System (UMLS) as the primary ontology. Documents and queries are annotated with multiple layers of linguistic information (part-of-speech tags, lemmas, phrase chunks). Based on this we identify medical terms and sema...

متن کامل

Ontologies in Croos-Language Information Retrieval

We present an approach to using ontologies as interlingua in cross-language information retrieval in the medical domain. Our approach is based on using the Unified Medical Language System (UMLS) as the primary ontology. Documents and queries are annotated with multiple layers of linguistic information (part-of-speech tags, lemmas, phrase chunks). Based on this we identify medical terms and sema...

متن کامل

Cross-Language Hybrid Keyword and Semantic Search

The growth of multilingual web content and increasing internationalization portends the need for cross-language information retrieval. As a solution to this problem for narrow-domain, data-rich web content, we offer ML-HyKSS: MultiLingual Hybrid Keyword and Semantic Search. The key component of ML-HyKSS is a collection of linguistically grounded conceptual-model instances called extraction onto...

متن کامل

Merging Global and Specialized Linguistic Ontologies

There is an increasing interest in linguistic ontologies (e.g. WordNet) for a variety of content-based tasks, including conceptual indexing, word sense disambiguation and cross-language information retrieval. A relevant contribution in this direction is represented by linguistic ontologies with domain specific coverage, which are a crucial topic for the development of concrete application syste...

متن کامل

بررسی هستان شناسی های توسعه یافته مبتنی بر اصول هستان شناسی های منبع باز زیست پزشکی

Background and Aim: Ontologies facilitate data integration, exchange, searching and querying. Open Biomedical Ontologies (OBO) Foundry is a solution for creating reference ontologies. In this foundry, the design of ontologies is based on established principles which allow for their interactions as a single system. The purpose of this study is to determine the main features of ontologies develop...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008