[1]魏 瑾,李伟华,潘 炜.基于知识图谱的智能决策支持技术及应用研究[J].计算机技术与发展,2020,30(01):1-6.[doi:10. 3969 / j. issn. 1673-629X. 2020. 01. 001]
　WEI Jin,LI Wei-hua,PAN Wei.Research on Intelligent Decision Support Technology and Application Based on Knowledge Graph[J].Computer Technology and Development,2020,30(01):1-6.[doi:10. 3969 / j. issn. 1673-629X. 2020. 01. 001]
点击复制

基于知识图谱的智能决策支持技术及应用研究()
分享到：

《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
30
期数:
2020年01期
页码:
1-6
栏目:
智能、算法、系统工程
出版日期:
2020-01-10

文章信息/Info

Title:
Research on Intelligent Decision Support Technology and Application Based on Knowledge Graph
文章编号:
1673-629X(2020)01-0001-06
作者:
魏 瑾; 李伟华; 潘 炜
西北工业大学,陕西 西安 710129
Author(s):
WEI Jin; LI Wei-hua; PAN Wei
Northwestern Polytechnical University,Xi’an 710129,China
关键词:
决策支持系统; 知识图谱; 大数据; 实时计算
Keywords:
DSS; knowledge graph; big data; real time computation
分类号:
TP391
DOI:
10. 3969 / j. issn. 1673-629X. 2020. 01. 001
摘要:
知识图谱是把复杂的领域知识通过数据挖掘、信息处理、知识计量和图形绘制而显示出来,解释知识领域的动态发展规律。 知识图谱把所有不同种类的信息(heterogeneous information)连接在一起得到一个关系网络并从“关系冶的角度去分析问题。 知识图谱目前被广泛应用于智能搜索、智能问答等领域。 提出了一种基于知识图谱的智能决策支持框架,用于解决传统决策支持系统存在的问题。 通过大数据、知识图谱等海量知识分析和模型构建技术,结合决策支持系统,增强对问题的分解与处理、形成具有关系型网络的知识系统。 最后结合电信领域中的经典决策案例,搭建基于知识图谱的欺诈电话智能决策支撑平台。 和传统的决策支持系统比较,该研究方法的优点在于结合大数据处理方法提升了知识建模的算力和决策支持的效率,使实时处理大规模信息数据成为现实;基于知识图谱的关系型网络,提升了决策模型的准确性和关联相关性。
Abstract:
Knowledge graph is the display of complex domain knowledge through data mining, information processing, knowledge measurement and graphical rendering to explain the dynamic development law of knowledge field. Knowledge graph links heterogeneous Information together to form a relationship network and analyze the problem from the perspective of "relationship" . Knowledge graph is widely used in intelligent search,intelligent question answering and other fields. We present an intelligent decision support framework based on knowledge graph to solve the problems existing in traditional decision support systems. Through massive knowledge analysis and model building technologies such as big data and knowledge graph,and combined with decision support system,the knowledge system with relational network can be formed by enhancing the decomposition and processing of problems. At the end,a fraud telephone intelligent decision support platform based on knowledge graph is built by combining the classical decision cases in the telecommunication field. Compared with the traditional decision support system,the advantages of the research method proposed are that it combines the large data processing method to improve the computational power of knowledge modeling and the efficiency of decision support,and makes real-time processing of large-scale information data become a reality. The relational network based on knowledge graph improves the accuracy and relevance of decision model.

相似文献/References:

[1]房好帅 曹明振 孔令德[].基于J2EE的水资源论证决策支持系统的开发[J].计算机技术与发展,2008,(09):225.
　FANG Hao-shuai,CAO Ming-zhen,KONG Ling-de.Development of Water Resources Argumentation Decision Support System Based on J2EE[J].Computer Technology and Development,2008,(01):225.
[2]黄玉明 毛宇光.数据仓库中多重粒度划分的层次编码解决方案[J].计算机技术与发展,2008,(10):1.
　HUANG Yu-ming,MAO Yu-guang.A Hierarchical Encoding Solution of Multi - Granularity in Data Warehouse[J].Computer Technology and Development,2008,(01):1.
[3]谭雪花 王华伟.飞机维修方案优化支持系统框架研究[J].计算机技术与发展,2008,(11):183.
　TAN Xue-hua,WANG Hua-wei.Research on Frame of Plane＇s Maintenance Progralmne Optimization[J].Computer Technology and Development,2008,(01):183.
[4]梁磊 李杨 撒力.基于CAS理论的决策支持系统研究[J].计算机技术与发展,2007,(01):49.
　LIANG Lei,LI Yang,SA Li.Research on Decision Support System Based on CAS[J].Computer Technology and Development,2007,(01):49.
[5]李心科 林昕.商业智能在科技服务决策支持系统中的应用[J].计算机技术与发展,2007,(12):200.
　LI Xin-ke,LIN Xin.Application of Business Intelligence in Technological Service DSS[J].Computer Technology and Development,2007,(01):200.
[6]井田 胡胜利.面向对象技术在DSS模型库中的应用研究[J].计算机技术与发展,2007,(02):75.
　JING Tian,HU Sheng-li.Research for DSS＇ Model Based on Object- Oriented Technology[J].Computer Technology and Development,2007,(01):75.
[7]俞磊 周国祥.基于DW的连锁超市决策支持系统的研究与设计[J].计算机技术与发展,2007,(04):41.
　YU Lei,ZHOU Guo-xiang.Research and Design on Decision Support System of Chain Supermarkets Based on Data Warehouse[J].Computer Technology and Development,2007,(01):41.
[8]高为民 胡峰松 曹毅 贺卫红.高校招投标决策管理支持系统的设计[J].计算机技术与发展,2006,(02):41.
　GAO Wei-min,HU Feng-song,CAO Yi,et al.Design on Decision Supporting System of Inviting and Submitting Bid in Higher Institutions[J].Computer Technology and Development,2006,(01):41.
[9]杨卫民 梁红旗 谭骏珊.数据仓库在森林资源决策支持系统中的应用[J].计算机技术与发展,2006,(04):187.
　YANG Wei-min,LIANG Hong-qi,TAN Jun-shan.Application of Data Warehouse in Forest Resource Decision Support System[J].Computer Technology and Development,2006,(01):187.
[10]王淑静 贾兆红 王亮 俞磊.遗传算法在决策支持系统和数据挖掘中的应用[J].计算机技术与发展,2006,(08):35.
　WANG Shu-jing,JIA Zhao-hong,WANG Liang,et al.Application of Genetic Algorithms in Decision Support System and Data Mining[J].Computer Technology and Development,2006,(01):35.

更新日期/Last Update: 2020-01-10