Title :
An entity linking approach for Chinese microblog
Author :
Kai Huang ; Xingyu Chen ; Peng Wang
Author_Institution :
Sch. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
This paper addresses the problem of entity linking for Chinese microblog. The entity linking aims to find the corresponding entity in knowledge base for a keyword in Chinese microblog. To deal with this problem, we propose an approach based on the information retrieval model. First, words segmentation, knowledge base entity reformulation and full-text indexing are used in dataset processing. Then the information retrieval model is used to finding linking candidates. Finally, the entity disambiguation is used for improving the quality of entity linking results.
Keywords :
Web sites; entity-relationship modelling; indexing; information retrieval; word processing; Chinese microblog; dataset processing; entity disambiguation; entity linking; full-text indexing; information retrieval model; knowledge base entity reformulation; linking candidates; words segmentation; Databases; Electronic publishing; Encyclopedias; Internet; Joining processes; Knowledge based systems; Chinese microblog; entity disambiguation; entity linking;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
DOI :
10.1109/ICMCS.2014.6911294