JSAI2022

Presentation information

Interactive Session

General Session » Interactive Session

[3Yin2] Interactive session 1

Thu. Jun 16, 2022 11:30 AM - 1:10 PM Room Y (Event Hall)

[3Yin2-49] Probabilistic Inference System for Complex Event Recognition under Uncertainty

〇Takahisa Toda1, Tao Xia1, Yuki Nakajima1, Keishi Yagi1 (1.The University of Electro-Communications)

Keywords:Complex Event Recognition, Markov Logic Network, Probabilistic Inference, Uncertainty, Bayesian Network

Recognizing patters regarding vulnerability and security from stream data under uncertainty is important in many
application fields. Probabilistic inference for such patters is a fundamental task of the complex event processing.
This paper proposes a probabilistic inference system for complex events based on Allen’s interval algebra under
uncertainty and conducts experiments to evaluate the efficiency of our system.

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