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: hae38f24684391ef6
Venue: SIGMOD
Year: 2007
Pagerank: 7.9505128e-05
Overall Rank: 2,840 | 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	0.0001161771
3,035	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	7.7329528e-05
3,188	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD	7.5535445e-05
3,312	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD	7.4385614e-05
3,536	Multidimensional Content eXploration	2008	VLDB	7.2241245e-05
4,368	Meet Charles, big data query advisor	2013	CIDR	6.6315458e-05
6,900	Keyword Query Cleaning	2008	VLDB	5.6520478e-05
7,545	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.4983387e-05
12,871	Dynamic Active Probing of Helpdesk Databases	2008	VLDB	4.9793485e-05
12,880	WebContent: Efficient P2P Warehousing of Web Data	2008	VLDB	4.9793485e-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
38	DISCOVER: Keyword Search in Relational Databases	2002	VLDB	0.00047394041
81	XRANK: Ranked Keyword Search over XML Documents	2003	SIGMOD	0.00036346781
217	Efficient IR-Style Keyword Search over Relational Databases	2003	VLDB	0.00024465994
474	Automated Ranking of Database Query Results	2003	CIDR	0.00017672562
505	Schema-Free XQuery	2004	VLDB	0.00017161757
700	Explaining differences in multidimensional aggregates	1999	VLDB	0.00014681669
768	Effective Keyword Search in Relational Databases	2006	SIGMOD	0.00014105849
984	User-adaptive exploration of multidimensional data	2000	VLDB	0.00012686375
1,557	Ordering the Attributes of Query Results	2006	SIGMOD	0.00010266055
1,886	Probabilistic Ranking of Database Query Results	2004	VLDB	9.4339749e-05
8,750	Bellwether Analysis: Predicting Global Aggregates from Local Regions	2006	VLDB	5.2851374e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,932	OLAP and Statistical Databases: Similarities and Differences	1997	PODS
2	3,312	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD
3	8,228	Operational Analytics Data Management Systems	2016	VLDB
4	3,832	OLAP on Sequence Data	2008	SIGMOD
5	925	Intelligent Rollups in Multidimensional OLAP Data	2001	VLDB
6	8,920	Search Driven Analysis of Heterogeneous XML Data	2009	CIDR
7	5,200	Extending Practical Pre-Aggregation in On-Line Analytical Processing	1999	VLDB
8	700	Explaining differences in multidimensional aggregates	1999	VLDB
9	14,021	Integrating Keyword Search with Multiple Dimension Tree Views over a Summary Corpus Data Cube	2010	SIGMOD
10	3,188	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD