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العنوان
A Proposed approach for fuzzy ontology-based information retrieval /
الناشر
Zeinab Ezz Elarab Attia ,
المؤلف
Zeinab Ezz Elarab Attia
تاريخ النشر
2014
عدد الصفحات
131 P. :
الفهرس
يوجد فقط 14 صفحة متاحة للعرض العام

from 146

from 146

المستخلص

Current Information Retrieval (IR) models su{uFB00}er from many retrieval prob- lems. Some of them are low in the recall measure, low in the percision mea- sure, and inaccuracy in ranking the resulted documents. Also they su{uFB00}er from their unability to deal with any multi-{uFB01}eld topics and unability to handle user linguistic-based queries. To Consider these problems, the thesis proposes a linguistic-based fuzzy in- formation retrieval model, a linguistic-based Multi-view Fuzzy Ontology tool, and a multi-{uFB01}eld term weighting algorithm. The proposed linguistic-based fuzzy information retrieval model aims to enhance the recall measure, enhancce the precision measure, and rank the resulted documents acccurately. Also it has the ability to deal with the multi-{uFB01}eld topics using the proposed multi-{uFB01}eld term weighting algorithm, and handle user linguistic queries using the pro- posed linguistic-based multi-view fuzzy ontology tool