Research And Design Of Music Solfeggio Intelligent Tutoring System Model

Music solfeggio is a basic subject whose mam teaching objective is to cultivate music ability.It plays an extremely important role in the teaching of music related fields.With the popularization of personalized teaching and independent learning concept,the limitations of traditional solfeggio teaching mode are gradually obvious.Therefore,music teaching field is actively exploring the teaching reform under different conditions and at different levels.Practice has proved that the application of digital multimedia technology in music solfeggio teaching can effectively improve the teaching effect,enrich the teaching method,and bring new opportunities for the construction and development of the discipline.However,multimedia technology can only be used to realize teaching AIDS or auxiliary teaching systems,and it cannot take the initiative to provide personalized teaching services for students and teachers.To realize the personalized teaching of music solfeggio,a more intelligent and independent teaching system should be developed.Intelligent tutoring system(ITS)is a computer system that USES the experience and method of computer to imitate the teaching experts.ITS provides learners with personalized learning resources and adaptive teaching methods,so as to reduce students'dependence on teachers and realize independent leaning.After years of research and development,as well as the assistance of artificial intelligence technology,ITS has basically formed a stable structure and unified implementation specifications,and many excellent products have been bom in computer foundation,language,medicine,mathematics and other disciplines.Based on the above background,this paper,based on the system structure of general ITS,combined with the characteristics of music sologgio subject in terms of teaching content and teaching methods,studied the model of music sologgio intelligent guidance system,and completed the design of the overall system architecture.The main research contents are as follows:(1)combined with the subject characteristics of music solfeggio,the domain knowledge model,learmer model and teacher model of music solfeggio intelligent learning guidance system were studied and designed to provide theoretical basis and model reference for the realization of the system.(2)a set of music difficulty feature sets with good discrimination is proposed,and a music recommendation algorithm and strategy based on music difficulty are designed to realize the personalized push of learning resources in intelligent learning guidance.(3)put forward the method and model of music solos ability level assessment with certain applicability,define multiple ability evaluation indexes from the perspective of music specialty,and realize the intelligent assessment of learners' cognitive level in the intelligent guidance system.(4)design the human-machine interface and system architecture of music solfeggio intelligent guidance system.The part of man-machine interface mainly includes the design of graphical user interface such as the visualization of learner model,music display component and learning tool.The innovation of this research mainly includes two aspects:first,the main content and design method of music solfeggio intelligent guidance system model are systematically studied;Secondly,this paper proposes a basic solution to the problems in ITS,such as music resource recommendation and solfeggio ability evaluation,and designs a feasible algorithm.