Title :
Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages
Author :
Girgin, Canan ; Diri, B.
Author_Institution :
Bilisim ve Bugi Guvenligi Ileri Teknolojiler Arastirma, Merkezi - TUBITAK, Kocaeli, Turkey
Abstract :
Relations between entities constitute the most important fundamental parts of semantic search technologies. The products that use semantic search technologies include datastores which keep relations between entities in their infrastructures. Various Relation Extraction applications are done in the extraction of the relations between entities. In this study, Conditional Random Fields has been used to extract extract relations between entities from Turkish Wikipedia pages.
Keywords :
Web sites; information retrieval; statistical analysis; Turkish Wikipedia pages; conditional random fields; data stores; entity relations; semantic relation extraction; semantic search technologies; Conferences; Electronic publishing; Encyclopedias; Internet; Semantics; Signal processing; conditional random fields; natural language processing; relation extraction; semantic search; wikipedia;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
DOI :
10.1109/SIU.2014.6830184