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活动简介

This workshop is dedicated to time in case-based reasoning and how time is dealt with in all aspects of it. The literature on case-based reasoning that takes time into account is broad. Still, there are aspects that have not been given much consideration. Reasoning about time drives the complexity of AI systems, but with the increasing amount of streaming and event-based data, this complexity has to be dealt with, also in CBR. The aim is to refocus the CBR community's attention to temporal reasoning, as the focus has moved away lately even though the number of temporal CBR applications is increasing. Several open problems exist in temporal CBR, and these contain among others temporal revise and CBR on data streams.

Three previous workshops on applying case-based reasoning to time series prediction have been organized at ICCBR. This workshop is a continuation - in spirit - to the workshops on applying CBR to time-series prediction that was organized in 2003, 2004 and 2014.

The goal for this workshop is to broaden the focus from time-series prediction only to other aspects of temporal reasoning. We believe that reasoning about time is a central challenge in CBR and that it deserves more attention from the broader community.

We plan both a keynote and a plenum discussion about some important topics related to temporal CBR. The keynote and the topics for the plenum discussion will be posted on this page when setteld.

征稿信息

重要日期

2016-07-29
初稿截稿日期
2016-09-28
终稿截稿日期

征稿范围

  • Theoretical aspects of temporal CBR

  • Representation of time in cases

  • Similarity metrics for temporal comparison of cases and features

  • Temporal reasoning using CBR

  • Time-series and CBR

  • Applications that perform temporal CBR

  • Hybrid systems that perform temporal reasoning that include CBR

  • Time in Case-Based Retrieval

  • Time in Case-Based Reuse

  • Time in Case-Based Revise

  • Time in Case-Based Retain

  • Time in Case-Based Maintenance

  • Time and traces

  • Event-based temporal CBR systems

  • Temporal abstractions and CBR

  • Time in CBR and games

  • Time in contextual CBR

  • Time in case-based maintenance

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重要日期
  • 10月31日

    2016

    会议日期

  • 07月29日 2016

    初稿截稿日期

  • 09月28日 2016

    终稿截稿日期

  • 10月31日 2016

    注册截止日期

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