News Article Based Industry Risk Index Prediction for Industry-Specific Evaluation

The existing industry evaluation method utilizes the method of collecting the structured information such as the financial information of the companies included in the relevant industry and deriving the industrial evaluation index through the statistical analysis model. This method takes a long time...

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Bibliographic Details
Published inJournal of web engineering Vol. 20; no. 3; p. 795
Main Authors Kim, Kyungwon, Yoon, Kyoungro
Format Journal Article
LanguageEnglish
Published Milan River Publishers 01.01.2021
Subjects
Algorithms
Classification
Dictionaries
Financial analysis
Keywords
Semantics
Statistical analysis
Structured data
Time lag
Time series
Unstructured data
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Summary:The existing industry evaluation method utilizes the method of collecting the structured information such as the financial information of the companies included in the relevant industry and deriving the industrial evaluation index through the statistical analysis model. This method takes a long time to calculate the structured data and cause the time delay problem. In this paper, to solve this time delay problem, we derive monthly industry-specific interest and likability as a time series data type, which is a new industry evaluation indicator based on unstructured data. In addition, we propose a method to predict the industrial risk index, which is used as an important factor in industrial evaluation, based on derived industry-specific interest and likability time series data.
ISSN:1540-9589
1544-5976
DOI:10.13052/jwe1540-9589.20311