کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
552765 873268 2010 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Web user behavioral profiling for user identification
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Web user behavioral profiling for user identification
چکیده انگلیسی

In this paper, we propose a simple, yet powerful approach to profile users' web browsing behavior for the purpose of user identification. The importance of being able to identify users can be significant given a wide variety of applications in electronic commerce, such as product recommendation, personalized advertising, etc. We create user profiles capturing the strength of users' behavioral patterns, which can be used to identify users. Our experiments indicate that these profiles can be more accurate at identifying users than decision trees when sufficient web activities are observed, and can achieve higher efficiency than Support Vector Machines. The comparisons demonstrate that profile-based methods for user identification provide a viable and simple alternative to this problem.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 49, Issue 3, June 2010, Pages 261–271
نویسندگان
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