Smart drill-down: A new data exploration operator

Manas Joglekar, Hector Garcia-Molina, Aditya Parameswaran

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

We present a data exploration system equipped with smart drilldown, a novel operator for interactively exploring a relational table to discover and summarize "interesting" groups of tuples. Each such group of tuples is represented by a rule. For instance, the rule (a; b; *; 1000) tells us that there are a thousand tuples with value a in the first column and b in the second column (and any value in the third column). Smart drill-down presents an analyst with a list of rules that together describe interesting aspects of the table. The analyst can tailor the definition of interesting, and can interactively apply smart drill-down on an existing rule to explore that part of the table. In the demonstration, conference attendees will be able to use the data exploration system equipped with smart drill-down, and will be able to contrast smart drill-down to traditional drill-down, for various interestingness measures, and resource constraints.

Original languageEnglish (US)
Title of host publicationProceedings of the VLDB Endowment
PublisherAssociation for Computing Machinery
Pages1928-1931
Number of pages4
Edition12
DOIs
StatePublished - Jan 1 2015
Event3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006 - Seoul, Korea, Republic of
Duration: Sep 11 2006Sep 11 2006

Publication series

NameProceedings of the VLDB Endowment
Number12
Volume8
ISSN (Electronic)2150-8097

Other

Other3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006
CountryKorea, Republic of
CitySeoul
Period9/11/069/11/06

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Demonstrations

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Computer Science(all)

Cite this

Joglekar, M., Garcia-Molina, H., & Parameswaran, A. (2015). Smart drill-down: A new data exploration operator. In Proceedings of the VLDB Endowment (12 ed., pp. 1928-1931). (Proceedings of the VLDB Endowment; Vol. 8, No. 12). Association for Computing Machinery. https://doi.org/10.14778/2824032.2824103

Smart drill-down : A new data exploration operator. / Joglekar, Manas; Garcia-Molina, Hector; Parameswaran, Aditya.

Proceedings of the VLDB Endowment. 12. ed. Association for Computing Machinery, 2015. p. 1928-1931 (Proceedings of the VLDB Endowment; Vol. 8, No. 12).

Research output: Chapter in Book/Report/Conference proceedingChapter

Joglekar, M, Garcia-Molina, H & Parameswaran, A 2015, Smart drill-down: A new data exploration operator. in Proceedings of the VLDB Endowment. 12 edn, Proceedings of the VLDB Endowment, no. 12, vol. 8, Association for Computing Machinery, pp. 1928-1931, 3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006, Seoul, Korea, Republic of, 9/11/06. https://doi.org/10.14778/2824032.2824103
Joglekar M, Garcia-Molina H, Parameswaran A. Smart drill-down: A new data exploration operator. In Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery. 2015. p. 1928-1931. (Proceedings of the VLDB Endowment; 12). https://doi.org/10.14778/2824032.2824103
Joglekar, Manas ; Garcia-Molina, Hector ; Parameswaran, Aditya. / Smart drill-down : A new data exploration operator. Proceedings of the VLDB Endowment. 12. ed. Association for Computing Machinery, 2015. pp. 1928-1931 (Proceedings of the VLDB Endowment; 12).
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