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 کاملA Survey on Preprocessing Methods for Web Usage Data
World Wide Web is a huge repository of web pages and links. It provides abundance of information for the Internet users. The growth of web is tremendous as approximately one million pages are added daily. Users’ accesses are recorded in web logs. Because of the tremendous usage of web, the web log files are growing at a faster rate and the size is becoming huge. Web data mining is the applicati...
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...
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ژورنال
عنوان ژورنال: IOSR Journal of Computer Engineering
سال: 2013
ISSN: 2278-8727,2278-0661
DOI: 10.9790/0661-0947679