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Measuring similarity of travel blog documents

Authors
Jung, S.-W.Lee, S.-Y.Jeong, S.-B.Lee, J.-J.Gim, G.-Y.
Issue Date
Feb-2019
Publisher
Rushing Water Publishers Ltd.
Keywords
Cosine similarity; Document similarity; Similarity measurement; Travel blogs; Word2Vec
Citation
Asia Life Sciences, no.1, pp.83 - 92
Journal Title
Asia Life Sciences
Number
1
Start Page
83
End Page
92
URI
http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/34790
ISSN
0117-3375
Abstract
In this study, we applied Word2vec vector space modeling algorithm to vectorize keywords extracted from travel blog documents and measured similarity between keywords by applying vectorized result to the method of measuring cosine similarity. Next, we measured the similarity between travel blog documents based on measured keyword similarity. The measured similarity between travel blog documents can be useful for recommending similar travel blog documents when travelers gather information on the Internet. ? Rushing Water Publishers Ltd. 2019.
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