Secure Learning Management System Based on User Behavior

Web Service Based Secure E-Learning Management System- EWeMS

Technology has eroded the learning strategy from beneath the apple tree to learn any where at any time. The learners do not have to travel for acquiring knowledge through e-learning. Learning is the ability of the learner to enhance his character and behavior. One of the most important roles of the information and communication technology is to provide e-learning. E-learning fulfils the thirst ...

Improving KeyNote Trust Management Model Based on User Behavior for Social Learning

Trust in social learning environment is influenced greatly by rapid-changing social elements. Therefore it is necessary for us to improve the KeyNote trust model to adapt the dynamic user behavior in social learning. In this paper, we mainly devote ourselves to the work of building a dynamic trust model based on indirect trust relationship. We take advantage of KeyNote to build the dynamic trus...

Process-Oriented User Behavior Study Based on Machine Learning

NextOne Player: A Music Recommendation System Based on User Behavior

We present a new approach to recommend suitable tracks from a collection of songs to the user. The goal of the system is to recommend songs that are favored by the user, are fresh to the user’s ear, and fit the user’s listening pattern. We use “Forgetting Curve” to assess freshness of a song and evaluate “favoredness” using user log. We analyze user’s listening pattern to estimate the level of ...

Analysis of User query refinement behavior based on semantic features: user log analysis of Ganj database (IranDoc)

Background and Aim: Information systems cannot be well designed or developed without a clear understanding of needs of users, manner of their information seeking and evaluating. This research has been designed to analyze the Ganj (Iranian research institute of science and technology database) users’ query refinement behaviors via log analysis.    Methods: The method of this research is log anal...