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Self-adaptive User Interface Model with Behavior Prediction and Function Recommendation

Author: WeiWei
Tutor: ZhanGuoHua
School: Hangzhou Normal University
Course: Applied Computer Technology
Keywords: Adaptive User Interface Interface model Behavior prediction Function recommended
CLC: TP11
Type: Master's thesis
Year: 2011
Downloads: 31
Quote: 0
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Abstract


The need to improve the quality of personal experience, user information mining, personalized recommendation service and interface organization structure with the richness of human-computer interaction design and user gradually by the concern and attention of the researchers. OSFA (one-size-fits-all) user interface, forcing users to have to spend a lot of time and effort to find the information they need. The current challenge lies not only in anytime, anywhere, in any form, provide services for users, but rather how the \Therefore, the user will want to interface with personalized layout and be able to sense the user behavior and make predictions intelligent interface. The so-called adaptive interface is the user interface can self-adjust and improve the structure of the interface also forecast as well as the function of the behavior of the user Next recommend personalized service based on user behavior. This is in order to ease the interface tweaks might help and guide the user inconvenience or services at low first-time users and operational skills of the user, its interface uses. How to design for the human-machine interface to reach the better interaction effect studies, this paper is as follows: 1. Were common aspects of the user interface research background, significance, innovation and interface briefly elaborate analysis of user behavior and its impact on the structure of the interface, the interface adaptive thinking. 2 capture user behavior based interface to analyze user behavior of a few key points, the direction of the user habits, operating practices, orientation perceived preference for personalized information. Statistically binding matrix operation sequence of user statistics and predict the behavior of the next step, an overview of today's popular interface recommended. The detailed analysis of the organizational structure of the interface, the adaptive rules designed for a different type of structure, design and description of the adaptive algorithm. 5. Establishment of a user interface model, the model is divided into two categories of user model and interface model, the design of the model structure and interface evaluation method based on the actual situation of the adaptive interface, the introduction of the system. This study made the following creative results: 1. Proposed an interface adaptive technology, new ideas; 2 gives the the three interfacial region by four methods, re-planning interface architecture; design predict user step algorithm behavior, describing the interface of the core content of the adaptive algorithm. In this paper, the shortcomings of the original interface has been improved, user interface and theoretically remodeling and the establishment of a corresponding interface model provides a theoretical and technical support for the design of the user interface and establish.

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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Automation systems theory
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