摘要
[目的/意义]针对竞争情报中企业战略情报的获取问题,提出一套自动高效的战略意图挖掘流程,帮助企业更好的收集战略情报信息,提高战略意图挖掘的有效性。[方法/过程]引入实体关系抽取技术探索获取企业战略情报的系统方案,以企业并购事件为例,应用关系抽取技术收集企业并购关系,采用实体属性抽取技术揭示企业并购的战略意图,通过阿里巴巴集团的并购事件检验抽取系统的效果。[结果/结论]该方案能够有效地从海量网络信息中自动抽取企业并购关系并挖掘出企业经营领域,通过可视化地呈现揭示企业并购的战略意图,达到快速、自动地获取企业竞争情报的目的。
[Purpose/significance] This paper proposes an automatic and efficient mining process of the strategic intent for the acquisition issues of enterprise strategic intelligence in competitive intelligence, and guides the enterprises to gather strategic intelligence information and improve the effectiveness of the strategic intent mining. [Method/process] This paper explored the system solution of enterprise strategic intelligence acquisition by introducing the technology of entity relation extraction. Then it took enterprise merger events as examples, applied the relation extraction technology to collect the enterprise merger and acquisition relation and revealed the strategic intent of enterprise mergers and acquisitions by entity attribute extraction, and verified the effectiveness of the extraction system through the merger and acquisition cases of Alibaba Group. [Result/conclusion] This solution can efficiently and automatically extract the enterprise merger and acquisition relation from massive web information and mine enterprises business areas. Through the visual technique to reveal the strategic intents of enterprise mergers and acquisitions, the purposes of automatic and fast acquisition of enterprise competitive intelligence are achieved.
出处
《知识管理论坛》
2016年第4期266-275,共10页
Knowledge Management Forum
基金
国家社会科学基金青年项目"大数据环境下数字出版知识服务研究"(项目编号:14CTQ028)研究成果之一
关键词
实体关系
关系抽取
企业并购
战略意图
竞争情报
entity relation
relation extraction
mergers and acquisitions
strategic intent
competitive intelligence
