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  Interactive Data Mining Considered Harmful (If Done Wrong)

Miettinen, P. (2014). Interactive Data Mining Considered Harmful (If Done Wrong). In P. Chau, J. Vreeken, M. van Leeuwen, & C. Faloutsos (Eds.), Proceedings of the ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics (pp. 85-87).

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0024-5567-9 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0024-A3F3-F
Genre: Conference Paper

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 Creators:
Miettinen, Pauli1, Author           
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1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              

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 Abstract: Interactive data mining can be a powerful tool for data analysis. But in this short opinion piece I argue that this power comes with new pitfalls that can undermine the value of interactive mining, if not properly addressed. Most notably, there is a serious risk that the user of powerful interactive data mining tools will only find the results she was expecting. The purpose of this piece is to raise awareness of this potential issue, stimulate discussion on it, and hopefully give rise to new research directions in addressing it.

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Language(s): eng - English
 Dates: 2014-07
 Publication Status: Issued
 Pages: -
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 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: miettinen14interactive
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Title: ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics
Place of Event: New York, NY, USA
Start-/End Date: 2014-08-24 - 2014-08-24

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Title: Proceedings of the ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics
  Abbreviation : IDEA 2014
Source Genre: Proceedings
 Creator(s):
Chau, Polo1, Editor
Vreeken, Jilles1, Editor
van Leeuwen, Matthijs1, Editor
Faloutsos, Christos1, Editor
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: -
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 85 - 87 Identifier: -