可拓传导知识挖掘系统的设计与实现  

THE DESIGN AND IMPLEMENTATION OF EXTENSION CONDUCTIVE KNOWLEDGE MINING SYSTEM

作　　者：叶广仔[1] 李卫华[2] 刘晓蔚[3] Ye Guangzai;Li Weihua;Liu Xiaowei(Department of Computer Engineering,Dongguan Polytechnic,Dongguan 523808,Guangdong,China;School of Computer Science,Guangdong University of Technology,Guangzhou 510006,Guangdong,China;Department of Management Science,Dongguan Polytechnic,Dongguan 523808,Guangdong,China)

机构地区：[1]东莞职业技术学院计算机工程系,广东东莞523808 [2]广东工业大学计算机学院,广东广州510006 [3]东莞职业技术学院管理科学系,广东东莞523808

出　　处：《计算机应用与软件》2018年第4期129-136,共8页Computer Applications and Software

基　　金：东莞市社会科技发展项目(2017507156390);东莞职业技术学院科研基金项目(2016a25)

摘　　要：由于现实事物间存在一定的相关性,决策者处理矛盾问题时需要传导知识作为参考依据。为此设计传导知识及可拓分类知识的挖掘流程及算法,实现在计算机上完成可拓知识的动态挖掘。利用j Query及bootstrap技术实现Web前端开发,采用MVC框架模式进行整体设计提高系统的灵活性及通用型。可拓传导知识挖掘系统通过传导信息元的传导效应及其可信度计算,获取传导度及传导度区间,有效挖掘量变或质变的传导知识。此外,给出可拓传导知识挖掘系统在高校教师工作量中的具体应用。结果表明支持度及可信度较高的传导知识,能帮助院校管理层从量上了解某策略对教师科研及教学工作量产生正面或负面影响的程度,有利于管理者找出调控教师工作量的有效策略。Due to the fact that there is some correlation between the realities,policymakers need to transmit knowledge as a reference when dealing with contradictions.We designed the mining process and algorithm of the transmission knowledge and extension classification knowledge,and realized the dynamic mining of the conductive knowledge on the computer.We used jQuery and bootstrap technology for Web front-end development,using MVC framework model for the overall design to improve system flexibility and universal.Conductive knowledge mining system through the conduction of information element conduction effect and its credibility calculation obtained conductivity and conductivity interval in order to effectively tap the quantitative change or qualitative change of conductive knowledge.In addition,this paper gave the specific application of extension conductive knowledge mining system in the workload of college teachers.The results show that the supportive and credible conductive knowledge helps the management of a university to know quantitatively whether a strategy had a positive or negative impact on teachers’research and teaching workload.It is helpful for managers to find effective strategies to control the workload of teachers.

关 键 词：可拓分类 知识挖掘 传导知识 jQuery技术 

分 类 号：TP30[自动化与计算机技术—计算机系统结构]