کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
394382 665796 2012 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Knowledge discovery through ontology matching: An approach based on an Artificial Neural Network model
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Knowledge discovery through ontology matching: An approach based on an Artificial Neural Network model
چکیده انگلیسی

With the emergence of the Semantic Web several domain ontologies were developed, which varied not only in their structure but also in the natural language used to define them. The lack of an integrated view of all web nodes and the existence of heterogeneous domain ontologies drive new challenges in the discovery of knowledge resources which are relevant to a user’s request. New approaches have recently appeared for developing web intelligence and helping users avoid irrelevant results on the web. However, there remains some work to be done. This work makes a contribution by presenting an ANN-based ontology matching model for knowledge source discovery on the Semantic Web. Experimental results obtained on a real case study have shown that this model provides satisfactory responses.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 194, 1 July 2012, Pages 107–119
نویسندگان
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