基于煤矿从业工种的安全生产教育资源推荐服务的研究  

Recommendation Service of Safety Production Education Resources Based on Coal Mine Work

作　　者：郑阳平[1] ZHENG Yang-ping(Department of Computer and Information Engineering,Chengde Petroleum University of Technology,Chengde 067000,China)

机构地区：[1]承德石油高等专科学校计算机与信息工程系,河北承德067000

出　　处：《承德石油高等专科学校学报》2022年第5期53-58,共6页Journal of Chengde Petroleum College

基　　金：河北省科技重点研发计划项目研究成果(面向个性化教育服务的智慧推荐云平台的研究):16210352。

摘　　要：在云计算和大数据发展时代背景下,针对一线矿工和安全管理人员的特点,构建了学习者、煤矿安全生产教育资源和云平台三个实体关系模型,设计了煤矿安全生产教育云平台系统架构,提出了建设推荐服务的四个要素,根据煤矿从业工种构建简单乐学、通俗易懂的煤矿安全生产教育资源,通过一线矿工和安全管理人员学习行为数据采集、分析与挖掘,结合用户工种和工作岗位,采用基于Item CF推荐算法,经过基于从业工种技术知识增长路线关系库的关系因子修正,将最适合的该工种学习的煤矿安全生产教育资源实体推荐给学习者学习,不但解决一线矿工不知道如何从海量煤矿安全生产教育资源找出所需的资源,还解决了煤矿企业安全培训一些问题,变传统枯燥培训为随时随地休闲娱乐学习,从而提高一线矿工的安全意识,消除无知型违章行为,减少煤矿安全事故的发生。In the era of cloud computing and big data development,according to the characteristics of front-line miners and safety managers,three entity relationship models of learners,mine safety education resources and cloud platform are constructed,the system architecture of mine safety education cloud platform is designed,and four elements of building recommendation service are put forward.Simple and easy-to-understand resources for safety production education in coal mines are constructed through first-line miners and safety managers′learning behavior data acquisition,analysis and mining.Combined with user types of work and jobs,using Item CF-based recommendation algorithm,through the path relationship database based on the growth of technical knowledge of employment types,the relationship factor is corrected and the most suitable resource entity of coal mine safety education is recommended to learners,which not only solve the problem that the front-line miners don′t know how to find the necessary resources from the massive resources of coal mine safety education,but also solve some problems of coal mine safety training.The traditional boring training is changed into leisure and recreational study at any time and anywhere.As aresult,the method improves the safety awareness of front-line miners,eliminates ignorant violations,and reduces the occurrence of coal mine safety accidents.

关 键 词：煤矿从业工种 煤矿安全生产教育 推荐服务 煤矿安全生产教育资源 

分 类 号：TD791[矿业工程—矿井通风与安全]