The Method of Context-Dependent Annotation Based on the Spectral Language Model in Information Systems for Monitoring Emergencies

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Abstract

The article describes the method of context-dependent annotation based on the spectral language model for solving problems of emergency monitoring based on information systems. A functional model of the emergency monitoring task in the IDEF0 notation is presented. The task of context-dependent annotation of operational reports as a basis for generating preliminary reports is formulated. An algorithm for solving this problem is presented, taking into account the specifics of the subject area. A comparative analysis of the quality of constructing annotations manually and on the basis of the presented method using assessor assessments is carried out. #CSOC1120.

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Pozharkova, I., Antamoshkin, O., Opare, K. A. B., Knyazkov, A., Kukartsev, V., Shestakov, V., … Tsarev, R. (2021). The Method of Context-Dependent Annotation Based on the Spectral Language Model in Information Systems for Monitoring Emergencies. In Lecture Notes in Networks and Systems (Vol. 229, pp. 714–721). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-77445-5_64

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