نعرض في هذا البحث مقاربة لتكامل محركات البحث مع تقنيات الترشيح، و ذلك من خلال علاقة دينامكية للتهجين بين الترشيح التعاوني، و الترشيح المرتكز على المحتوى؛ بهدف التخفيف من المحدوديات السابقة، و تحسين مقاييس الدقة و الاستذكار للوثائق المسترجعة. تَستخدم المقاربة المقترحة نموذج أنطلوجي المجال (Domain ontology) في تمثيل لاحة المستخدم بهدف الحد من الأخطاء و التشويش الناتجة عن عد لاحة المستخدم ككيان واحد كما تَستفيد من تفاعل المستخدم و نشاطه، للقيام بعمليات التعليم و التكيف المستمر للاحة المستخدم؛ لتعكس بشكل دائم شخصيته و ميوله دون الاعتماد على أمثلة تدريبية فقط؛ بهدف تحسين الترشيح، و تلبية حاجة المستخدم بالحصول على المعلومات الموائمة بدقة أكبر.
We offer in this approach the integration of search engines with filtering techniques, through the
dynamic relationship of hybridization between collaborative filtering and content based filtering in
order to solve the past limitations and improve precision and recall of retrieved documents. The
approach uses Domain ontology model in the representation of user profile to reduce errors and
confusion resulting from consideration for user profile as a single entity, as well as taking advantage from
user activity for adaptation of user profile to reflect the state of user.
References used
(Shang, F . Wang, l and Shi, l .( 2010). An Approach of Web Text Information Filtering Based on Domain Ontology to Expand Users' Requirements literature: (IEEE) Proceedings 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE
Liu، Fang، Clement Yu، and Weiyi Meng. "Personalized Web search for improving retrieval effectiveness." IEEE Transactions on Knowledge and Data Engineering 16.1 (2004): 28+. Academic OneFile. Web. 26 Oct. 2010
Nicholas J. Belkin and W. Bruce Croft."Information filtering and information retrieval: Two sides of the same coin? ".G A L E G R O U P .Dec 1992 v35 n12
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