کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
487465 703573 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Neuro-Fuzzy Based Hybrid Model for Web Usage Mining
ترجمه فارسی عنوان
مدل ترکیبی مبتنی بر عصبی فازی برای استفاده از وب معدن؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Web Usage mining consists of three main steps: Pre-processing, Knowledge Discovery and Pattern Analysis. The information gained from the analysis can then be used by the website administrators for efficient administration and personalization of their websites and thus the specific needs of specific communities of users can be fulfilled and profit can be increased. Also, Web Usage Mining uncovers the hidden patterns underlying the Web Log Data. These patterns represent user browsing behaviours which can be employed in detecting deviations in user browsing behaviour in web based banking and other applications where data privacy and security is of utmost importance. Proposed work pre-process, discovers and analyses the Web Log Data of Dr. T.M.A.PAI polytechnic website. A neuro-fuzzy based hybrid model is employed for Knowledge Discovery from web logs.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 54, 2015, Pages 327-334