Формирование событийных рядов с использованием многоаспектных онтологий

С. 297–303.

Lyadova L. N., Заякин В. С., Смирнов М. А.

The purpose of the study is to define the event series concept and develop an approach to the event series formation based on data extracted from various Internet-sources (news feeds, social networks, mass media and databases) using multifaceted ontologies describing both data sources and the structure of information extracted from them. Event series are defined via analogy with time series as a collection of values of some parameters of the investigated processes, where the type of event is indicated instead of the measurement time. The analysis should take into account not only the relationship of measurements with time (or the events chronology), but also the causal relationships that can be identified at the study of processes. Ontologies are used when working with unstructured data to build an event log, which is formed in the first step when constructing event series.

Keywords: анализ данных, data analysis, поиск данных, анализ процессов, event logs, process analysis, журнал событий, multifaceted ontology, многоаспектная онтология, semantic annotation, data retrieval, семантическое аннотирование

In book

Технологии разработки информационных систем (ТРИС-2020): материалы X Международной научно-технической конференции

Таганрог: Южный федеральный университет, 2020.