基于Mine2Vec煤矿风险推送机制的研究与实现

Research and Implementation of Mine Risk Push Mechanism Based on Mine2Vec

为了及时发现和预防可能出现的煤矿安全隐患和安全事故,基于Mine2Vec的煤矿风险推送模型与Item2Vec的用户访问信息推送模型加权融合,实现了煤矿风险推送机制,并应用于“互联网+”煤矿安全管控平台中。经Hololens2眼动仪验证,平台内容经模型推送后,点击次数、注视时长明显增多。研究成果可为用户推送相似煤矿企业的风险信息及其他煤矿风险资讯,使用户提前预防和规避煤矿风险。

In order to timely discover and prevent possible coal mine safety accidents and hidden dangers,the weighted fusion of Mine2Vec coal mine risk push model and Item2Vec user access information push model can realize the coal mine risk push mechanism and be applied to the"Internet+"coal mine safety control platform.The Hololens2 eye tracker verified that after the platform content was pushed by the model,the number of clicks and fixation duration increased significantly.The research results can push similar coal mine enterprise risk information and other coal mine risk information to users,so that users can prevent and avoid coal mine risks in advance.