DocumentCode
252376
Title
A integrated analyzing method for the progress event based on subjects and predicates in events
Author
Minowa, H.
Author_Institution
Nat. Inst. of Sci. & Technol. Dept., Okayama Univ., Okayama, Japan
fYear
2014
fDate
13-15 Dec. 2014
Firstpage
678
Lastpage
683
Abstract
Technologies for the expert to analyze accident reports deeply were mainly developed in field of the accident reports analysis, but cross-analysis, which is a technology to extract beneficial knowledge from multi-accident cases, is not enough establish. Therefore, the some industrial offices are collecting the near-miss reports and the accident reports (hereafter, risk reports) but these are not used effectively for safety. The improved cross-analysis expected to able to grasp comprehensively factors which leads to safety on the industrial business place because the since these risk reports contain risk information of a whole of the industrial business place. So, this paper reports a proposed integration analysis method of the progress event based on risk reports. This method separates keywords of which are minimal unit word such as “subject” and “predicate” from the progress events described in reports, and links the relationship of same keywords such as subject and predicate (that link is defined as an integration in this paper). Thereby my method can realize the partial risk analysis and the occurrence frequency analysis and the identification of risk based on the progress routes and the passing frequency through these routes. The result applied our method to PEC-SAFER accident cases identified 8 hazardous factors which can be caused from tank again, and visualized the high frequent factors that the first factor was damage of tank 26% and the second factor was the corrosion 21%, and visualized the high risks that the first risk was the damage 3.3×10-2 and the second risk was the destroy 2.5×10-2.
Keywords
accidents; data analysis; risk analysis; safety; text analysis; PEC-SAFER accident cases; accident report; corrosion; cross-analysis; hazardous factors; integration analysis method; occurrence frequency analysis; partial risk analysis; progress event analysis; risk identification; risk reports; Accidents; Business; Corrosion; Frequency measurement; Joining processes; Probability; Safety;
fLanguage
English
Publisher
ieee
Conference_Titel
System Integration (SII), 2014 IEEE/SICE International Symposium on
Conference_Location
Tokyo
Print_ISBN
978-1-4799-6942-5
Type
conf
DOI
10.1109/SII.2014.7028120
Filename
7028120
Link To Document