An Application Usage Pattern Analysis Method for Mobile Internet Applications
The number of mobile internet applications,application users and usage growrapidly. In order to find using rules that users use mobile internet application,an application usage pattern analysis method for mobile internet is proposed. Comparing with PC applications,the characteristics of mobile internet application usage is analyzed,and three main factors: usage scenario,user' s interest,and social network impact are abstracted. The usage pattern is defined based on these three factors. Usage scenario analysis method based on context awareness is proposed to explore the relationships between application usage and context. Viscosity and attenuation coefficient is used to measure user interest. The measurement of social relevance is also discussed. An experiment is designed to verify the proposed method. The result shows that the method can improve the accuracy of mobile internet applications usage prediction.