End-to-end support for dating paleolandforms

Laura Rassbach; Ken Anderson; Liz Bradley; Chris Zweck; Marek Zreda

doi:10.1007/978-3-642-13062-5_17

End-to-end support for dating paleolandforms

Laura Rassbach, Ken Anderson, Liz Bradley, Chris Zweck, Marek Zreda

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Experts in scientific fields routinely operate under less-than-ideal conditions. We present a deployed data analysis system for cosmogenic isotope dating, a domain that is fraught with difficult automation issues. First, experts must work with a huge array of possible parameters. Our system ACE handles this issue by pushing the bounds of software flexibility. Furthermore, isotope dating experts reason about groups of samples using a large number of vague and contradictory heuristics. Calvin, an argumentation system, addresses this issue. Our intelligent data analysis tool is in daily use by isotope dating experts.

Original language	English (US)
Title of host publication	Advances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings
Pages	171-183
Number of pages	13
DOIs	https://doi.org/10.1007/978-3-642-13062-5_17
State	Published - 2010
Event	9th International Symposium on Intelligent Data Analysis, IDA 2010 - Tucson, AZ, United States Duration: May 19 2010 → May 21 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6065 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	9th International Symposium on Intelligent Data Analysis, IDA 2010
Country/Territory	United States
City	Tucson, AZ
Period	5/19/10 → 5/21/10

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-13062-5_17

Cite this

Rassbach, L., Anderson, K., Bradley, L., Zweck, C., & Zreda, M. (2010). End-to-end support for dating paleolandforms. In Advances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings (pp. 171-183). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6065 LNCS). https://doi.org/10.1007/978-3-642-13062-5_17

End-to-end support for dating paleolandforms. / Rassbach, Laura; Anderson, Ken; Bradley, Liz et al.
Advances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings. 2010. p. 171-183 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6065 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Rassbach, L, Anderson, K, Bradley, L, Zweck, C & Zreda, M 2010, End-to-end support for dating paleolandforms. in Advances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6065 LNCS, pp. 171-183, 9th International Symposium on Intelligent Data Analysis, IDA 2010, Tucson, AZ, United States, 5/19/10. https://doi.org/10.1007/978-3-642-13062-5_17

Rassbach L, Anderson K, Bradley L, Zweck C, Zreda M. End-to-end support for dating paleolandforms. In Advances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings. 2010. p. 171-183. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-13062-5_17

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abstract = "Experts in scientific fields routinely operate under less-than-ideal conditions. We present a deployed data analysis system for cosmogenic isotope dating, a domain that is fraught with difficult automation issues. First, experts must work with a huge array of possible parameters. Our system ACE handles this issue by pushing the bounds of software flexibility. Furthermore, isotope dating experts reason about groups of samples using a large number of vague and contradictory heuristics. Calvin, an argumentation system, addresses this issue. Our intelligent data analysis tool is in daily use by isotope dating experts.",

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End-to-end support for dating paleolandforms

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