With the gradual integration of Internet of Things technology and the concept of smart education,the key technologies of educational Internet of Things for smart education and the research on Location Based Services(LBS)for smart education have received high attention from governments,societies,industries,and academia in various countries.Mobile learning in the context of smart education reflects the integration of modern information technology represented by the Internet of Things with education and teaching,and is a typical location-based smart education service model.Meanwhile,mobile learning in the context of smart education will play an important role in the inheritance,protection,and development of China’s ethnic culture.This study takes the mobile learning of Wa language,a minority language,as the starting point to explore the location-based mobile learning problem of Wa language in the context of smart education.This study will provide solutions and reference opinions for solving the learning,inheritance,and protection of minority languages,and also help promote the implementation of smart education.The main research content of this article is as follows:(1)Research on DV-Hop Location Algorithm Based on Sparrow Search.Location contextual information is the core supporting element of mobile learning services based on the Internet of Things.How to obtain more accurate location contextual information for learners is an important issue in this study.Based on the supporting role of location information in the process of mobile learning,this paper starts from the intelligent education service.Aiming at the hot research issue of Internet of Things location,combined with the research progress of new intelligent computing technology,it conducts research on the wireless sensor network location algorithm based on sparrow search,a new type of intelligent computing.(2)Research on Resource Design and Recommendation Algorithms for Wa Language Mobile Learning System.In the process of mobile learning under the background of smart education,mobile learning resources are an important component of the mobile learning system.This article aims to develop a Wa language mobile learning system.Firstly,a detailed introduction is given to the design process and resource achievements of Wa language mobile learning resources;Then study the resource push mechanism of the Wa language mobile learning system,exploring from two directions: location-based recommendation and matrix decomposition recommendation,with the aim of applying them to the Wa language mobile learning system and promoting personalized Wa language learning resources based on location context for Wa language learners.(3)Design and development of a location-based mobile learning system for Wa language.Mobile learning in the context of smart education reflects the integration of modern information technology represented by the Internet of Things with education and teaching.It is a typical location-based smart education service model.location-based Wa language mobile learning can provide personalized Wa language mobile learning resources for learners,and the design and development of the system is the last important link to promote and protect Wa language,This article designs and develops a location-based mobile learning system for Wa language. |