Qualitative representation and reasoning over direction relations across different frames of reference

Hua Hua, Jochen Renz, Xiaoyu Ge

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Citations (Scopus)

    Abstract

    Direction relations are some of the most commonly used spatial relations in human communication. A number of formalisms have been proposed to capture direction information, but all of them suffer from the same problem: people use direction relations as if they are binary relations (e.g. A is to the left of B) when they are in fact ternary relations (e.g. A is to the left of B when viewed from C). This implicit third piece of information that is required, but typically missing, is often referred to as the frame of reference (FoR). Given only binary direction relations without knowing the FoR means that we cannot do proper spatial reasoning (e.g. A is to the left of B and A is to the right of B are both consistent), we cannot integrate direction information from different sources, not even from the same source, and it can be difficult to understand what exactly someone means. In this paper we provide 1) the spatial constraint language DAFm that can represent and compose direction relations across different FoRs; and 2) the foundations for deciding the overall consistency. We hope our model of representing and reasoning can bring research on direction relations to another level and will finally make it possible to properly use them in a comprehensive way.

    Original languageEnglish
    Title of host publicationPrinciples of Knowledge Representation and Reasoning
    Subtitle of host publicationProceedings of the 16th International Conference, KR 2018
    EditorsMichael Thielscher, Francesca Toni, Frank Wolter
    PublisherAAAI Press
    Pages551-560
    Number of pages10
    ISBN (Electronic)9781577358039
    Publication statusPublished - 2018
    Event16th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2018 - Tempe, United States
    Duration: 30 Oct 20182 Nov 2018

    Publication series

    NamePrinciples of Knowledge Representation and Reasoning: Proceedings of the 16th International Conference, KR 2018

    Conference

    Conference16th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2018
    Country/TerritoryUnited States
    CityTempe
    Period30/10/182/11/18

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