Title :
A Dual Hashtables Algorithm for Durable Top-k Search
Author :
Ming, Hua ; Zhang, Yong ; Xing, Chunxiao ; Yin, Haiyan ; Wang, Minglu
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
We propose a dual hash tables algorithm which can realize the durable top-k search. Two hash tables are constructed to keep the core information, such as score and time in the inverted lists. We use the key-value relationships between the two hash tables to calculate the scores which measure the correlations between a keyword and documents, and search the versioned objects that are consistent in the top-k results throughout a given query interval. Finally, we use data from Wikipedia to demonstrate the efficiency and performance of our algorithm.
Keywords :
Web sites; document handling; query processing; table lookup; Wikipedia; core information; dual hashtables algorithm; key-value relationships; query interval; top-k search; versioned objects; Algorithm design and analysis; Correlation; Encyclopedias; Indexes; Internet; Search problems; Upper bound; Document Archives; Durable top-k; Hashtable; Multi-version;
Conference_Titel :
Web Information Systems and Applications Conference (WISA), 2012 Ninth
Conference_Location :
Haikou
Print_ISBN :
978-1-4673-3054-1
DOI :
10.1109/WISA.2012.23