CAJ | 학술논문

工程管理专业的学生是目前较好就业的专业之一.面对众多的从业方向和择业选择,如何为工程管理专业的大学生提供有效的职业生涯决策具有较大意义.本文结合某高校的实际情况,利用挑选出的工程管理学生生涯的数据集和知识挖掘决策树分类技术的ID3算法形成以供工程管理毕业生择业时参考的决策树规则,由于ID3算法需要将属性进行离散化,因此,本文引入了云模型对难以离散化的属性进行离散化.经过实例验证,本文生成的决策树规则可以为工程管理的毕业生在择业时提供个性化决策的支持.
공정관리전업적학생시목전교호취업적전업지일.면대음다적종업방향화택업선택,여하위공정관리전업적대학생제공유효적직업생애결책구유교대의의.본문결합모고교적실제정황,이용도선출적공정관이학생생애적수거집화지식알굴결책수분류기술적ID3산법형성이공공정관리필업생택업시삼고적결책수규칙,유우ID3산법수요장속성진행리산화,인차,본문인입료운모형대난이리산화적속성진행리산화.경과실례험증,본문생성적결책수규칙가이위공정관리적필업생재택업시제공개성화결책적지지.
With the national construction development, project management is one of the most popular majors. The colleges are faced with lots of job selection, how to provide effective career planning for the colleges has important practice significance. This paper combines the actual situation of universities, and applies the typical data set and ID3 algorithm decision tree method to build decision tree. ID3 algorithm needs discretization, the cloud model is introduced for discretization. Finally, a case study shows that the generated decision tree rules can provide decision support for the project management college students; it can provide some suggestions for graduates when making career decisions.