2009 OLAPonSearchLogsAnInfrastructur

• (Zhou et al., 2009) ⇒ Bin Zhou, Daxin Jiang, Jian Pei, and Hang Li. (2009). “OLAP on Search Logs: An Infrastructure Supporting Data-driven Applications in Search Engines.” In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2009). doi:10.1145/1557019.1557168

Subject Headings:

Notes

• Categories and Subject Descriptors: H.2.8 Database Management: Database Applications — Data Mining.
• General Terms: Algorithms, Experimentation

Cited By

• http://scholar.google.com/scholar?q=%22OLAP+on+search+logs%3A+an+infrastructure+supporting+data-driven+applications+in+search+engines%22+2009
• http://portal.acm.org/citation.cfm?doid=1557019.1557168&preflayout=flat#citedby

Quotes

Author Keywords

OLAP, Search Log, Query Session, Suffix Tree

Abstract

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, keyword 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 log which serves as an infrastructure supporting various data-driven application. An empirical study using real data of over two billion query sessions demonstrates the usefulness and feasibility of our design.

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References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2009 OLAPonSearchLogsAnInfrastructur	Daxin Jiang Bin Zhou Jian Pei Hang Li			OLAP on Search Logs: An Infrastructure Supporting Data-driven Applications in Search Engines		KDD-2009 Proceedings		10.1145/1557019.1557168		2009