Research on Building Family Networks Based on Bootstrapping and Coreference Resolution
Personal Family Network is an important component of social networks, therefore, it is of great importance of how to extract personal family relationships.We propose a novel method to construct personal families based on bootstrapping and coreference resolution on top of a search engine.It begins with seeds of personal relations to discover relational patterns in a bootstrapping fashion, then personal relations are further extracted via these learned patterns, finally family networks are fused using cross-document coreference resolution.The experimental results on a large-scale corpus of Gigaword show that, our method can build accurate family networks, thereby laying the foundation for social network analysis.
Family Network Social Network Bootstrapping Cross-Document Coreference Resolution
Jinghang Gu Yanan Hu Longhua Qian Qiaoming Zhu
Natural Language Processing Lab, Soochow University, Suzhou, Jiangsu, 215006 School of Computer Science & Technology, Soochow University, Suzhou, Jiangsu, 215006
国际会议
Second CCF Conference,NLPCC2013(第二届自然语言处理与中文计算会议)
重庆
英文
200-211
2013-11-15（万方平台首次上网日期，不代表论文的发表时间）