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: 7.9468236e-05
Overall Rank: 2,843 | 80.90%
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
1,183	SQAK: Doing More with Keywords	2008	SIGMOD	0.0001161406
3,036	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	7.729485e-05
3,189	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD	7.5499689e-05
3,313	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD	7.4350441e-05
3,536	Multidimensional Content eXploration	2008	VLDB	7.2207047e-05
4,372	Meet Charles, big data query advisor	2013	CIDR	6.6284134e-05
6,902	Keyword Query Cleaning	2008	VLDB	5.6493762e-05
7,552	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.4957358e-05
12,877	Dynamic Active Probing of Helpdesk Databases	2008	VLDB	4.9769913e-05
12,886	WebContent: Efficient P2P Warehousing of Web Data	2008	VLDB	4.9769913e-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	0.00047373961
81	XRANK: Ranked Keyword Search over XML Documents	2003	SIGMOD	0.00036330407
217	Efficient IR-Style Keyword Search over Relational Databases	2003	VLDB	0.00024454844
474	Automated Ranking of Database Query Results	2003	CIDR	0.00017665834
505	Schema-Free XQuery	2004	VLDB	0.00017153776
701	Explaining differences in multidimensional aggregates	1999	VLDB	0.0001467489
770	Effective Keyword Search in Relational Databases	2006	SIGMOD	0.00014099513
984	User-adaptive exploration of multidimensional data	2000	VLDB	0.00012680398
1,557	Ordering the Attributes of Query Results	2006	SIGMOD	0.000102612
1,887	Probabilistic Ranking of Database Query Results	2004	VLDB	9.4295364e-05
8,758	Bellwether Analysis: Predicting Global Aggregates from Local Regions	2006	VLDB	5.2826383e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,933	OLAP and Statistical Databases: Similarities and Differences	1997	PODS
2	3,313	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD
3	8,234	Operational Analytics Data Management Systems	2016	VLDB
4	3,833	OLAP on Sequence Data	2008	SIGMOD
5	925	Intelligent Rollups in Multidimensional OLAP Data	2001	VLDB
6	8,928	Search Driven Analysis of Heterogeneous XML Data	2009	CIDR
7	5,201	Extending Practical Pre-Aggregation in On-Line Analytical Processing	1999	VLDB
8	701	Explaining differences in multidimensional aggregates	1999	VLDB
9	14,026	Integrating Keyword Search with Multiple Dimension Tree Views over a Summary Corpus Data Cube	2010	SIGMOD
10	3,189	Extracting Top-K Insights from Multi-dimensional Data	2017	SIGMOD