A concept for control and program based on the semantic space model

Xing Chen, Maimai Prayongrat, Yasushi Kiyoki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The most important mechanism of the computer is that various functions are implemented based on programs stored in it. Programs are developed by program languages implementing functions of models. One of the efficient methods to construct a model is to construct it by semantic computation models. Using semantic computation models, we can construct a model in a semantic space. In this paper, we present a mechanism to execute models presented by the semantic spaces. We have presented a mechanism to implement combinational and sequential logic computations based on the semantic space model. The combinational and sequential logic computations are the basic functions in computer systems. However, we still need a control mechanism like that in computers. In this paper, we present a control mechanism based on the semantic space model and some of execution examples. The most important contribution of this paper is that we first present a concept for control and program based on the semantic space model. In order to demonstrate the efficiency of the proposed mechanism, we performed a demonstration experiment. In the experiment, an agent is constructed for unmanned ground vehicle control with the control mechanism. A video camera is used to determine the position of the vehicle and obstacles on the road. The control signals, including “turn left,” “turn right,” “go ahead” and “stop” outputted from the agent are used to demonstrate the efficiency of the mechanism.

Original languageEnglish
Title of host publicationInformation Modelling and Knowledge Bases XXXII
EditorsMarina Tropmann-Frick, Bernhard Thalheim, Hannu Jaakkola, Yasushi Kiyoki, Naofumi Yoshida
PublisherIOS Press BV
Pages26-44
Number of pages19
ISBN (Electronic)9781643681405
DOIs
Publication statusPublished - 2020 Dec 16
Event30th International conference on Information Modeling and Knowledge Bases, EJC 2020 - Virtual, Online, Germany
Duration: 2020 Jun 82020 Jun 9

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume333
ISSN (Print)0922-6389

Conference

Conference30th International conference on Information Modeling and Knowledge Bases, EJC 2020
Country/TerritoryGermany
CityVirtual, Online
Period20/6/820/6/9

Keywords

  • Artificial intelligent
  • Semantic computation
  • Semantic space
  • Unmanned control

ASJC Scopus subject areas

  • Artificial Intelligence

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