OLAP on search logs: An infrastructure supporting data-driven applications in search engines
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, Conference
Zhou, B; Jiang, D; Pei, J; Li, H
Published in: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
November 9, 2009
Search logs, which contain rich and up-to-date information about users' needs and preferences, have become a critical data source for search engines. Recently, more and more data-driven applications are being developed in search engines based on search logs, such as query suggestion, key-word bidding, and dissatisfactory query analysis. In this paper, by observing that many data-driven applications in search engines highly rely on online mining of search logs, we develop an OLAP system on search logs which serves as an infrastructure supporting various data-driven applications. An empirical study using real data of over two billion query sessions demonstrates the usefulness and feasibility of our design. Copyright 2009 ACM.
Duke Scholars
Published In
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
DOI
Publication Date
November 9, 2009
Start / End Page
1395 / 1403
Citation
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Zhou, B., Jiang, D., Pei, J., & Li, H. (2009). OLAP on search logs: An infrastructure supporting data-driven applications in search engines. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 1395–1403). https://doi.org/10.1145/1557019.1557168
Zhou, B., D. Jiang, J. Pei, and H. Li. “OLAP on search logs: An infrastructure supporting data-driven applications in search engines.” In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1395–1403, 2009. https://doi.org/10.1145/1557019.1557168.
Zhou B, Jiang D, Pei J, Li H. OLAP on search logs: An infrastructure supporting data-driven applications in search engines. In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2009. p. 1395–403.
Zhou, B., et al. “OLAP on search logs: An infrastructure supporting data-driven applications in search engines.” Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2009, pp. 1395–403. Scopus, doi:10.1145/1557019.1557168.
Zhou B, Jiang D, Pei J, Li H. OLAP on search logs: An infrastructure supporting data-driven applications in search engines. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2009. p. 1395–1403.
Published In
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
DOI
Publication Date
November 9, 2009
Start / End Page
1395 / 1403