CIKM 2016論文

Related Work

J. Xu and W. B. Croft. Query expansion using local
and global document analysis. In Proceedings of the
19th annual international ACM SIGIR conference on
Research and development in information retrieval,
pages 4-11. ACM, 1996.
方法：利用搜索結果排名靠前的文檔來expand query
缺點：對初始rank結果敏感，并且沒有用到用戶行為信息

H. Cui, J.-R. Wen, J.-Y. Nie, and W.-Y. Ma.
Probabilistic query expansion using query logs. In
Proceedings of the 11th international conference on
World Wide Web, pages 325{332. ACM, 2002.
I. Antonellis, H. G. Molina, and C. C. Chang.
Simrank++: query rewriting through link analysis of
the click graph. Proceedings of the VLDB Endowment,
1(1):408{421, 2008.
方法：結合用戶點擊率信息
B. M. Fonseca, P. Golgher, B. P^ossas,
B. Ribeiro-Neto, and N. Ziviani. Concept-based
interactive query expansion. In Proceedings of the 14th
ACM international conference on Information and
knowledge management, pages 696{703. ACM, 2005.
方法：基于點擊graph圖的query相似度
R. Jones, B. Rey, O. Madani, and W. Greiner.
Generating query substitutions. In Proceedings of the
15th international conference on World Wide Web,
pages 387{396. ACM, 2006.
方法：認為同一搜索session中出現的query是相似的（可以認為session中的最后一個query為標準query）
這類利用的共同缺點是：對初始rank結果敏感，并且沒有用到用戶行為信息