Facet Discovery for Structured Web Search: A Query-log Mining Approach

Summary: Unsupervised facet discovery for structured web search by mining query logs and structured data to select ordered attributes and values. Disambiguation ranges from keyword matching to probabilistic models; scalable evaluation across 1k+ categories with a real-user study. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4380
Venue: SIGMOD
Year: 2011
Pagerank: 4.9092609e-05
Overall Rank: 6,845 | 52.39%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,358	Organizing Data Lakes for Navigation	2020	SIGMOD	7.1784949e-05
6,576	Supporting Keyword Search in Product Database: A Probabilistic Approach	2013	VLDB	5.0046315e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
54	DISCOVER: Keyword Search in Relational Databases	2002	VLDB	0.00066047203
276	Efficient IR-Style Keyword Search over Relational Databases	2003	VLDB	0.00029336949
1,258	Ordering the Attributes of Query Results	2006	SIGMOD	0.00013013676
1,492	Distributed Search over the Hidden Web: Hierarchical Database Sampling and Selection	2002	VLDB	0.00011694396
1,972	BANKS: Browsing and Keyword Searching in Relational Databases	2002	VLDB	9.8916725e-05
4,092	Structured Annotations of Web Queries	2010	SIGMOD	6.4561959e-05
7,326	Answering Web Queries Using Structured Data Sources	2009	SIGMOD	4.7612871e-05
8,029	Understanding Queries in a Search Database System	2010	PODS	4.6028544e-05

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672	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00018355746
6,576	Supporting Keyword Search in Product Database: A Probabilistic Approach	2013	VLDB	5.0046315e-05
12,691	Toward Learning Based Web Query Processing	2000	VLDB	4.1945683e-05
1,367	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012349783
2,319	Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language	2010	SIGMOD	9.0387108e-05
7,326	Answering Web Queries Using Structured Data Sources	2009	SIGMOD	4.7612871e-05
4,474	Measure-driven Keyword-Query Expansion	2009	VLDB	6.1528736e-05
4,092	Structured Annotations of Web Queries	2010	SIGMOD	6.4561959e-05