Litcius/Paper detail

Application of Intelligent Sensor Algorithm in Student Management Information Fusion

Yanan Li

2021Scientific Programming15 citationsDOIOpen Access PDF

Abstract

In order to improve the effectiveness of college student management and promote the integration of college student management information, this paper applies intelligent sensor algorithms to student management. Moreover, this paper combines uncertainty theory with multisensor data fusion technology to establish a complete set of multisensor data processing tools for student information and provides a complete mathematical theoretical framework for the principles of student management information fusion. In addition, in view of the problem of comparing a large number of mixed data of information sources, it is necessary to transfer the information fragments obtained by each sensor to a common set so that the information fragments expressed in different sets can be integrated. Finally, this paper constructs an intelligent student management model and conducts research in combination with simulation experiments. Through simulation research, it can be known that the method proposed in this paper can effectively improve the effect of student management.

Topics & Concepts

Computer scienceSensor fusionSet (abstract data type)Information integrationInformation fusionData integrationInformation managementData miningData managementKnowledge managementArtificial intelligenceProgramming languageAdvanced Technologies in Various FieldsMachine Learning and ELMOnline Learning and Analytics
Application of Intelligent Sensor Algorithm in Student Management Information Fusion | Litcius