End-to-end support for dating paleolandforms

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

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish (US)
Title of host publicationAdvances in Intelligent Data Analysis IX - 9th International Symposium, IDA 2010, Proceedings
Pages171-183
Number of pages13
DOIs
StatePublished - Jun 25 2010
Event9th International Symposium on Intelligent Data Analysis, IDA 2010 - Tucson, AZ, United States
Duration: May 19 2010May 21 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6065 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other9th International Symposium on Intelligent Data Analysis, IDA 2010
CountryUnited States
CityTucson, AZ
Period5/19/105/21/10

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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