Towards Keyword-Driven Analytical Processing

Summary: KDAP fuses keyword-driven search with OLAP-style aggregation, letting analysts explore data without wrangling. Disambiguates keywords, handles joins, supports categorical and numerical data, ranks results with facets to reveal surprises. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3948
Venue: SIGMOD
Year: 2007
Pagerank: 8.1271176e-05
Overall Rank: 2,784 | 80.91%
DOI: 10.1145/1247480.1247549

Incoming Non-self Citations Over Time

Authors

1. Ping Wu (IBM; University of California Santa Barbara)
2. Yannis Sismanis (IBM)
3. Berthold Reinwald (IBM)

BibTeX Citation

@inproceedings{wu_sigmod07,
        title = {{Towards Keyword-Driven Analytical Processing}},
        author = {Wu, Ping and Sismanis, Yannis and Reinwald, Berthold},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247549},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247549},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,182	SQAK: Doing More with Keywords	2008	SIGMOD	0.00011778765
2,993	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	7.8804914e-05
3,132	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD	7.7246394e-05
3,239	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD	7.6078324e-05
3,467	Multidimensional Content eXploration	2008	VLDB	7.3898968e-05
4,295	Meet Charles, big data query advisor	2013	CIDR	6.7780208e-05
6,764	Keyword Query Cleaning	2008	VLDB	5.7810141e-05
7,406	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.6243865e-05
12,581	Dynamic Active Probing of Helpdesk Databases	2008	VLDB	5.093636e-05
12,590	WebContent: Efficient P2P Warehousing of Web Data	2008	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
37	DISCOVER: Keyword Search in Relational Databases	2002	VLDB	0.00048017193
77	XRANK: Ranked Keyword Search over XML Documents	2003	SIGMOD	0.00037048607
212	Efficient IR-Style Keyword Search over Relational Databases	2003	VLDB	0.000247733
466	Automated Ranking of Database Query Results	2003	CIDR	0.00018014467
496	Schema-Free XQuery	2004	VLDB	0.0001750537
700	Explaining differences in multidimensional aggregates	1999	VLDB	0.00014871032
748	Effective Keyword Search in Relational Databases	2006	SIGMOD	0.00014381224
965	User-adaptive exploration of multidimensional data	2000	VLDB	0.00012933878
1,526	Ordering the Attributes of Query Results	2006	SIGMOD	0.00010491673
1,844	Probabilistic Ranking of Database Query Results	2004	VLDB	9.6314187e-05
8,590	Bellwether Analysis: Predicting Global Aggregates from Local Regions	2006	VLDB	5.4062174e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,882	OLAP and Statistical Databases: Similarities and Differences	1997	PODS
2	3,239	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD
3	8,072	Operational Analytics Data Management Systems	2016	VLDB
4	3,748	OLAP on Sequence Data	2008	SIGMOD
5	915	Intelligent Rollups in Multidimensional OLAP Data	2001	VLDB
6	8,757	Search Driven Analysis of Heterogeneous XML Data	2009	CIDR
7	5,136	Extending Practical Pre-Aggregation in On-Line Analytical Processing	1999	VLDB
8	13,709	Integrating Keyword Search with Multiple Dimension Tree Views over a Summary Corpus Data Cube	2010	SIGMOD
9	700	Explaining differences in multidimensional aggregates	1999	VLDB
10	3,132	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD