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http://dx.doi.org/10.7731/KIFSE.2014.28.2.091

New Input Keyword Extraction of Equipments Involved in Ignition Using Morphological Analysis  

Kim, Eun Ju (MAPS Intellectual Property Law)
Choi, Jeung Woo (Technical Research Center, SafeTia Co., LTD.)
Ryu, Joung Woo (Technical Research Center, SafeTia Co., LTD.)
Publication Information
Fire Science and Engineering / v.28, no.2, 2014 , pp. 91-97 More about this Journal
Abstract
New types of fire accidents appear or the existing types disappeared because of rapidly changing society. We proposed a methodology of extracting new nouns from fire investigation data each of which is an accident report producted by fire investigators. The new nouns could be used in modifying the existing categories for classifying fire accidents. We analysed morphology of the product names and the ignition summaries using the proposed method for the fire accidents classified as the etc sub-category of the category of equipments involved in ignition. In this paper, we found "dryer" as a new sub-category of the agricultural equipment category and "boiler" in the seasonal appliance category from the product names of the fire accidents. We also extracted the new input keywords of "aquarium" and "monitor" in the commercial facilities category and the video, audio apparatus category from the ignition summaries respectively. Using the four subcategories, we reclassified 548 (14.39%) of 3,808 fire accidents assigned to the etc sub-category.
Keywords
Fire data analysis; Morphological analysis; Fire information system; Fire investigation data;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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