Operational Rule Extraction and Construction Based on Task Scenario Analysis

Abstract

Changes in the information age have induced the necessity for a more efficient and effective self-decision-making requirement. A method of extracting and constructing naval operations decision-making rules based on scenario analysis is proposed. The template specifications of Event Condition Action (ECA) rules are defined, and a consistency detection method of ECA rules based on SWRL is proposed. The logical relationships and state transitions of the naval operational process is analyzed in detail, and the association of objects, events, and behaviors is realized. Finally, the operation of the proposed methods is illustrated through an example process, showing the method can effectively solve the problems of self-decision-making rule extraction and construction among naval battlefield decision environment, and avoid relying on artificial intelligence, which may have brought some uncertain factors.

A systematic review of Automatic Term Extraction: What happened in 2022?

“…One of the main difficulties for ATE lies in the ambiguous distinction between terms and general language.' A difficulty that is also related to the task itself: 'terminology extraction is a complex and difficult task, and requires certain linguistic knowledge and a related field background' (Zhao et al, 2022). Finally, other authors highlight the opportunities that ATE gives to support other research activities: 'By easing the time and effort needed to manually extract the terms, ATE is not only widely used for terminographical tasks but also contributes to several complex downstream tasks (e.g., machine translation, [.…”

“…Three following papers are all collocated within the same domain: the maritime and naval domain. In this domain, the intelligent selfdecision-making of naval operations is of great significance to the research of auxiliary decision-making for naval operations (Andersen, 2022;Zhao et al, 2022). The same importance is given to the recovery and enrichment of maritime heritage, such as documents and archives with drawings of ships and maps (Mouratidis et al, 2022).…”

“…In Zhao et al (2022), the authors present an approach for the extraction of domain terms in the operational planning field and the synonym extraction between terms. In the proposed method, the data to be processed come from operational planning documents.…”