Title :
Keyword search based on knowledge base in relational databases
Author :
Zhu, Liang ; Ji, Shen-da ; Yang, Wen-zhu ; Liu, Chun-nian
Author_Institution :
Sch. of Math. & Comput. Sci., Hebei Univ., Baoding, China
Abstract :
In this paper, we propose a new method to realize free-form keyword search over a relational database. The basic idea of the method is based on a knowledge base that stores the related information of tuples in the database. Using the saved knowledge, we create an index and improve the classic ranking strategy in information retrieval; then the top-N answers will be returned for a keywords query by the index and improved ranking strategy. Experimental results on a large real dataset indicate that the performance of the method is efficient and effective.
Keywords :
information retrieval; relational databases; classic ranking strategy; free-form keyword search; information retrieval; keywords query; relational databases; Books; Computer science; Cybernetics; Database systems; Information retrieval; Keyword search; Machine learning; Relational databases; Search engines; Terminology; Index; Keyword search; Ranking strategy; Tuple tree;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212252