基于分布式计算的大学就业信息管理系统  

University Employment Information Management System Based on Distributed Computing

作　　者：邢琦[1] XING Qi(Xi'an University of Posts&Telecommunications,Xi'an 710061)

机构地区：[1]西安邮电大学,西安710061

出　　处：《计算机与数字工程》2022年第6期1202-1206,1228,共6页Computer & Digital Engineering

基　　金：陕西省教育厅专项科研计划项目(编号:19JK0793);陕西高校学生工作研究课题(编号:2020FKT27)资助。

摘　　要：针对大学生面临就业难现状,有效管理就业信息,提升就业率,设计基于分布式计算的大学就业信息管理系统。利用网络爬虫技术采集学生、企业与教育管理部门的相关信息,将采集信息存储起来并形成数据库;利用分布式计算框架处理数据库内的信息,提升系统的实时性,挖掘获取处理后数据内隐藏的有价值信息,并设计了基于企业生命周期理论的就业推荐算法为学生推荐合理的职位。实验证明:该系统可有效管理就业信息,系统读取数据效率与信息检索完整度高,具备较好的就业推荐性能。In view of the current situation of college students facing employment difficulties,effectively manage employment information,improve employment rate,design a distributed computing based employment information management system.The information of students,enterprises and education management is collected by using the technology of web crawler,and the collected information is stored and database is formed.The distributed computing framework is used to process the information in the database,improve the real-time performance of the system,mining and acquiring the valuable information hidden in the processed data,and the employment recommendation algorithm is designed based on the enterprise life cycle theory to recommend the reasonable position for students.The experiment shows that the system can effectively manage employment information,and the system has high efficiency of reading data and integrity of information retrieval,and has better performance of employment recommendation.

关 键 词：分布式计算 大学就业信息 管理系统 网络爬虫 就业推荐 

分 类 号：TN01[电子电信—物理电子学]