Title :
Acquiring semantic relation pattern from large microblog text
Author :
Lei Liu ; Zhigang Xu ; Haibo Cai ; Luhong Diao ; Shuying Yan
Author_Institution :
Coll. of Appl. Sci., Beijing Univ. of Technol., Beijing, China
Abstract :
Semantic relations acquisition is a crucial work in the field of knowledge acquisition. This paper presents a method that acquires semantic relation patterns from large microblog text. It initially analyzes the characteristic of microblog text, and give an algorithm of acquire patterns semi-automatically. Semantic relations are extracted from microblog corpus based on concept recognition and pattern matching. The experimental results show the performance of extracting semantic relation.
Keywords :
Web sites; knowledge acquisition; pattern matching; text analysis; concept recognition; knowledge acquisition; microblog corpus; microblog text; pattern matching; semantic relation extraction; semantic relation pattern acquisition; Context; Educational institutions; Feature extraction; Pattern matching; Pragmatics; Semantics; Vectors; knowledge acquisition; microblog; semantic relation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2014 11th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4799-5147-5
DOI :
10.1109/FSKD.2014.6980908
