Browse > Article
http://dx.doi.org/10.12985/ksaa.2021.29.4.160

A Study on De-Identification Methods to Create a Basis for Safety Report Text Mining Analysis  

Hwang, Do-bin (항공우주산학융합원 항공우주정보센터)
Kim, Young-gon (네이버시스템(주) I&G 사업본부)
Sim, Yeong-min (항공우주산학융합원 항공우주정보센터)
Publication Information
Journal of the Korean Society for Aviation and Aeronautics / v.29, no.4, 2021 , pp. 160-165 More about this Journal
Abstract
In order to identify and analyze potential aviation safety hazards, analysis of aviation safety report data must be preceded. Therefore, in consideration of the provisions of the Aviation Safety Act and the recommendations of ICAO Doc 9859 SMM Edition 4th, personal information in the reporting data and sensitive information of the reporter, etc. It identifies the scope of de-identification targets and suggests a method for applying de-identification processing technology to personal and sensitive information including unstructured text data.
Keywords
De-Identification; Aviation Safety Mandatory Report; Aviation Safety; Unstructured Data; Text-Mining;
Citations & Related Records
연도 인용수 순위
  • Reference
1 OGPC, MOIS, KCC, FSC, MSIFP, and MOHW, "Guidelines for actions against personal information de-identification", 2016, KISA, p.3.
2 OGPC, MOIS, KCC, FSC, MSIFP, and MOHW, "Guidelines for actions against personal information de-identification", 2016, KISA, p.30.
3 Cha, Y. C., "Data economy and personal information de-identification technology trends", Weekly Technology Trend, IITP, 2019, p.22.
4 OGPC, MOIS, KCC, FSC, MSIFP, and MOHW, "Guidelines for actions against personal information de-identification", 2016, KISA, pp.31-35.
5 IIACI, and INNOSKY, "Big data-based aviation safety management technology development and platform development 1st R&D technical research report - ICAO aviation safety data system", KAIA, 2020, pp.16-17.
6 IIACI, "Big data-based aviation safety management technology development and platform development 1 st R&D Report - IC100 Establishment of aviation data classification system, definition of technical standard and establishment of format", KAIA, 2020, p.17.
7 OGPC, MOIS, KCC, FSC, MSIFP, and MOHW, "Guidelines for actions against personal information de-identification", 2016, KISA, p.52.