31st Annual International Computer Software and Applications Conference (COMPSAC 2007) (2007)
July 24, 2007 to July 27, 2007
Yan Li , Peking University
Shaobin Cheng , Peking University
Lu Zhang , Peking University
Bing Xie , Peking University
Jiasu Sun , Peking University
How to help reusers retrieve components efficiently and conveniently is critical to the success of the component-based software development (CBSD). In the literature, many research efforts have been put into the improvement of component retrieval mechanisms. Although many different retrieval methods have been proposed, nowadays the component description text is still an important information source for retrieval. Unfortunately, the descriptions of components often contain improper or even noisy information which could deteriorate the effectiveness of the retrieval mechanism. To alleviate the problem, in this paper, we propose an approach which can refine the component description by mining user query logs. The key idea of our approach is to extract proper information from the user query logs to amend the description of the component. Besides, logs from similar components are also taken into consideration. To evaluate the effectiveness of our approach, we performed an experimental study on the JDK. The experimental results demonstrated an improvement in terms of retrieval effectiveness.
B. Xie, Y. Li, S. Cheng, J. Sun and L. Zhang, "Mining User Query Logs to Refine Component Description," 31st Annual International Computer Software and Applications Conference (COMPSAC 2007)(COMPSAC), Beijing, China, 2007, pp. 71-78.