Using Association Rules to Enrich Arabic Ontology
نویسندگان
چکیده
منابع مشابه
Ontology in association rules
Data mining has emerged to address the problem of transforming data into useful knowledge. Although most data mining techniques, such as the use of association rules, may substantially reduce the search effort over large data sets, often, the consequential outcomes surpass the amount of information humanly manageable. On the other hand, important association rules may be overlooked owing to the...
متن کاملArabic Query Expansion Using WordNet and Association Rules
Query expansion is the process of adding additional relevant terms to the original queries to improve the performance of information retrieval systems. However, previous studies showed that automatic query expansion using WordNet do not lead to an improvement in the performance. One of the main challenges of query expansion is the selection of appropriate terms. In this paper, the authors revie...
متن کاملAssociation rules-based Ontology Enrichment
Among the most powerful tools for knowledge representation, we cite the ontology which allows knowledge structuring and sharing. In order to achieve efficient domain knowledge bases content, the latter has to establish well linked and knowledge between its components. In parallel, data mining techniques are used to discover hidden structures within large databases. In particular, association ru...
متن کاملCombining Disambiguation Techniques to Enrich an Ontology
This paper presents a method for adding domain information to ontologies using information which is readily available in thesauruses The approach uses a combination of three existing disambiguation methods from the NLP lit erature The approach is implemented on a portion of the WordNet hierarchy with thesaural categories derived from the Cambridge International Dictionary of English Evaluation ...
متن کاملChallenges in Ontology-Based Association Rules Mining
Data mining has emerged to address the problem of drawing interesting knowledge from data. Among the most used data mining techniques, we concentrate on association rules which lead to the derivation of useful associations and correlations within data. In parallel, the advance of the ontology which is one of the most important concepts in knowledge representation, has speedily altered the way o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Engineering, Technology & Applied Science Research
سال: 2018
ISSN: 1792-8036,2241-4487
DOI: 10.48084/etasr.1998