Malicious code is a way of attempting to acquire sensitive information by sending malicious code to the trustworthy entity in an electronic communication. JavaScript is the most frequently used command language in the web page environment. If the hackers misuse the JavaScript code there is a possibility of stealing the authentication and confidential information about an organization and user. ...

Web-Page prediction is a classification problem in which we attempt to predict the next set of Web pages that a user may visit based on the knowledge of the previously visited pages. To achieve this we depend on the web access log files which are recorded in the server. These web access log files can be mined to extract interesting pattern so that the user behavior can be understood. Predicting...

The problem addressed here is classification of videos at the highest level into pre-defined genre. The approach adopted is based on the dynamic content of short sequences ( 30 secs). This paper presents two methods of extracting motion from a video sequence: foreground object motion and background camera motion. These dynamics are extracted, processed and applied to classify 3 broad classes: s...

In this paper the concept of page rank for the world wide web is discussed. The possibility of describing the distribution of page rank by an exponential law is considered. It is shown that the concept is essentially equal to that of status score, a centrality measure discussed already in 1953 by Katz. A structural classification of users in the web is given in terms of graph theoretical concepts.

The existing search engines sometimes give unsatisfactory search result for lack of any categorization. If there is some means to know the preference of user about the search result and rank pages accordingly, the result will be more useful and accurate to the user. In the present paper a web page ranking algorithm is proposed based on syntactic classification of web pages. The proposed approac...

The exact information retrieval from the Web is now a great challenge for the researchers to device new methodologies for web mining. Due to the massive information on the Web, the size and number appear to be growing rapidly at an exponential rate which is often accompanied by a large amount of noise such as banner advertisements, navigation bars, copyright notices, etc. Although such informat...

Classification of web pages greatly helps in making the search engines more efficient by providing the relevant results to the user’s queries. In most of the prevailing algorithms available in literature, the classification/ categorization solely depends on the features extracted from the text content of the web pages. But as the most of the web pages nowadays are predominately filled with imag...