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16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04)
Path-Augmented Keyword Search for XML Documents
Boca Raton, Florida
November 15-November 17
ISBN: 0-7695-2236-X
Wynne Hsu, National University of Singapore
Mong Li Lee, National University of Singapore
Xiaodong Wu, National University of Singapore
Keyword search is easy to use since it does not require the prior knowledge of query languages or the structure of the underlying data. However, keyword search does not utilize the rich information encoded in the structures of XML to aid in the retrieval of documents. In this paper, we devise a context-aware approach for searching XML to improve the effectiveness of keyword search on XML via query expansion. We find a set of XML path expressions that capture the contextual meaning of a keyword query. Paths in the contexts of the query are used to expand the original query to improve the effectiveness of keyword search on XML. Empirical results indicate that the proposed path-augmented keyword search of XML documents outperforms current keyword expansion and keyword proximity search techniques.
Citation:
Wynne Hsu, Mong Li Lee, Xiaodong Wu, "Path-Augmented Keyword Search for XML Documents," ictai, pp.526-530, 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), 2004
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