{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T18:35:14Z","timestamp":1757702114939,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/ssci44817.2019.9002985","type":"proceedings-article","created":{"date-parts":[[2020,2,21]],"date-time":"2020-02-21T07:49:24Z","timestamp":1582271364000},"page":"867-873","source":"Crossref","is-referenced-by-count":2,"title":["Development of an Unsupervised Learning Methods for Classification of Accident Reports without Code Information"],"prefix":"10.1109","author":[{"given":"Hirochika","family":"Yamashiro","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hirofumi","family":"Nonaka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elisa Claire","family":"Aleman Carreon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"article-title":"SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations","year":"2016","author":"mekala","key":"ref32"},{"key":"ref31","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2017SWP0005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2010.09.015"},{"key":"ref11","first-page":"89","article-title":"Traffic accident analysis using machine learning paradigms","volume":"29","author":"chong","year":"2005","journal-title":"Informatica"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3141\/1784-15"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2005.06.024"},{"year":"2004","key":"ref14","article-title":"International Classification of External Causes of Injuries (ICECI). P51. Version 1.2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/13669877.2015.1042497"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2019.02.012"},{"key":"ref17","first-page":"105","article-title":"Extraction of the effect and the technology terms from a patent document","volume":"63","author":"nonaka","year":"2012","journal-title":"Journal of Japan Industrial Management Association"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-10-19"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1016\/j.ssci.2009.12.005","article-title":"Use of association rules to explore cause&#x2013;effect relationships in occupational accidents in the taiwan construction industry","volume":"48","author":"cheng","year":"2010","journal-title":"Safety Science"},{"article-title":"word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method","year":"2014","author":"goldberg","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1177\/1457496918766693"},{"article-title":"Efficient Estimation of Word Representations in Vector Space","year":"2013","author":"mikolov","key":"ref27"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1016\/j.apergo.2004.09.011","article-title":"Accident patterns and prevention measures for fatal occupational falls in the construction industry","volume":"36","author":"chi","year":"2005","journal-title":"Applied Ergonomics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.4271\/2016-01-1495"},{"key":"ref29","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2013.10.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2007.06.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IADCC.2015.7154732"},{"key":"ref2","first-page":"45","article-title":"A study on fall accident","volume":"36","author":"lee","year":"1997","journal-title":"Journal of Taehan Kanho"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2010.04.016"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-5-86"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0170242"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2015.09.005"},{"key":"ref21","first-page":"602","article-title":"Constructing model of relationship among behaviors and injuries to products based on large scale text data on injuries -achieving evidence-based risk assessment-","volume":"25","author":"nomori","year":"2010","journal-title":"Journal of the Japanese Society for Artificial Intelligence"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2018.12.016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00235"},{"key":"ref26","first-page":"230","article-title":"Applying conditional random fields to japanese morphological analysis","author":"kudo","year":"2004","journal-title":"Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2641903"}],"event":{"name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","start":{"date-parts":[[2019,12,6]]},"location":"Xiamen, China","end":{"date-parts":[[2019,12,9]]}},"container-title":["2019 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8975711\/9002648\/09002985.pdf?arnumber=9002985","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:48:42Z","timestamp":1658094522000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9002985\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ssci44817.2019.9002985","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}