Research On Usability Of Mobile Intelligent Terminal System Based On Log Mining

In recent years, the development of mobile Internet is extremely rapid, the number of mobile intelligent terminal APP has greatly increased, but there is no unified and effective standards to evaluate its usability, and usability is an important factor in determining the user experience, the major Internet companies attaches great importance to the availability of mobile intelligent terminal APP. So how to evaluate the usability of mobile intelligent terminal APP and improve its usability has become a very important research direction and is also a real problem to be solved urgently.Based on the Yicunyipin network mall project developed by the laboratory, this paper continues to develop the Android mobile phone client. Combined with domestic and foreign research on usability, this paper summarizes and proposes a usability evaluation system for mobile intelligent terminal APP. The first layer of the system is the standard layer,which includes efficiency, efficiency, easy to learn, error, And cognitive load, the second layer is the specific index level, corresponding to the evaluation of various specific indicators to determine the weight of each of these indicators. According to this system, this paper first collects log data related to the specific indexes in the client through the client burying point, analyzes the data in the server for a period of time, draws the scores of each index, calculates a usability according to the weight And then according to the Web log mining association rules mining analysis of the user's browsing path information, combined with the index data to improve the client program, and then improve the client to collect the index data again, and finally analyze the data to get a new score, By comparing the data discovery before and after the improvement, the usability evaluation system and the combination of log analysis and mining method can effectively improve the usability evaluation of mobile intelligent terminal APP usability, and also provide reference for other products to improve usability.