Preprocessing Techniques in Web Usage Mining: A Survey
نویسندگان
چکیده
منابع مشابه
A Survey on Preprocessing Techniques in Web Usage Mining
The World Wide Web (WWW) continues to grow at an overwhelming rate in both the sheer volume of traffic and the size and complexity of Web sites. Therefore, it becomes more and more necessary, but difficult to get useful information from Web data, in order to understand and better serve the needs of Web-based applications. As a result, the Web usage mining has become a hot research topic, which ...
متن کاملPreprocessing Techniques in Web Usage Mining: A Survey
Due to huge, unstructured and scattered amount of data available on web, it is very tough for users to get relevant information in less time. To achieve this, improvement in design of web site, personalization of contents, prefetching and caching activities are done according to user's behavior analysis. User's activities can be captured into a special file called log file. There are ...
متن کاملWeb Usage Mining Tools & Techniques: A Survey
--The Quest for knowledge has led to new discoveries and invention. That leads to amelioration of various technologies. As years passed World Wide Web became overloaded with information and it became hard to retrieve data according to the need .Web mining came as a violence to provide solution of above problem. Web usage mining is category of web mining. Web usage mining mainly circulation with...
متن کاملA Survey of Preprocessing Method for Web Usage Mining Process
The amount of web applications are increasing in large amount and users of web applications are also increasing rapidly with high speed. By increasing number of users the size of log file also increases .The information which stores in log files cannot be directly used for analysis. Therefore preprocessing of log files is necessary to improve the quality of web usage mining process. Preprocessi...
متن کاملSessionization –A Vital Stage in Data Preprocessing of Web Usage Mining-A Survey
The World Wide Web has impacted on almost ever aspects of our lives in modern era. The Web has many unique characteristics and which make mining useful information and knowledge a challenging task. Web mining uses many data mining techniques but it is not an application of traditional data mining due to heterogeneity and unstructured nature of the data on Web. Web mining tasks can be categorize...
متن کاملذخیره 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 Applications
سال: 2014
ISSN: 0975-8887
DOI: 10.5120/17104-7737