Discriminating User Behavior though PC Operation Logs by PageRank Convergence Patterns

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

PageRank Computation Using PC Cluster

Link based analysis of web graphs has been extensively explored in many research projects. PageRank computation is one widely known approach which forms the basis of the Google search. PageRank assigns a global importance score to a web page based on the importance of other web pages pointing to it. PageRank is an iterative algorithm applying on a massively connected graph corresponding to seve...

متن کامل

A Generator of Synthetic Access Logs that Contain Realistic User Behavior Patterns

Generating high quality synthetic data for testing algorithms and system implementations is challenging. This research designed and developed a tool called QUAlity Synthetic Information Log Generator (Quasi-Log) to facilitate the development and testing of a new series of Information Discovery Systems (IDS) that focus on detecting User Behavior Patterns to improve the quality, security and pote...

متن کامل

Web Usage Mining: User Navigational Patterns Extraction from Web Logs

Web Usage Mining is the process of applying data mining techniques to the discovery of usage patterns from data extracted from Web Log files. In this paper, we define the notion of a “user session” as being a temporally compact sequence of web accesses by a user. We also define a new distance measure between two web sessions that captures the organization of a web site. Web usage mining consist...

متن کامل

Query Expansion by Mining User Logs

Queries to search engines on the Web are usually short. They do not provide sufficient information for an effective selection of relevant documents. Previous research has proposed the utilization of query expansion to deal with this problem. However, expansion terms are usually determined on term co-occurrences within documents. In this study, we propose a new method for query expansion based o...

متن کامل

Extracting User Behavior by Web Communities Technology on Global Web Logs

A lot of work has been done on extracting the model of web user behavior. Most of them target server-side logs that cannot track user behavior outside of the server. Recently, a novel way has been developed to collect web browsing histories, using the same method for determining TV audience ratings; i.e., by collecting data from randomly selected users called panels. The logs collected from pan...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Computer and Communication Engineering

سال: 2014

ISSN: 2010-3743

DOI: 10.7763/ijcce.2014.v3.288