NDLI: Grouping method of dementia care text information to share dementiacare information in a website named Ninchisho Chienowa-net

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Grouping method of dementia care text information to share dementiacare information in a website named Ninchisho Chienowa-net

Content Provider	ACM Digital Library
Author	Onizuka, Makoto Kazui, Hiroaki Kosugi, Naoko Nakajima, Hisae Ikeda, Manabu
Abstract	This paper proposes a grouping technique of sentences that contain dementia care information and describes analytical results of statistical information which influences the grouping. This paper focuses on the grouping of the "incidents" in sentences. One of the problems to group the incidents is that the sentences input by caregivers are redundant. In other words, the sentences contain care information which were related to the incidents, but were unnecessary for the grouping. In order to extract the incident information from the sentences, we divide them into sub-sentences for every verbs and auxiliary verbs. Similarities among sub-sentences are used for the grouping and the accuracy is evaluated with the precision. As a result, we found that a sub-sentence containing seven words is good for the grouping.
Starting Page	477
Ending Page	481
Page Count	5
File Format	PDF
ISBN	9781450348072
DOI	10.1145/3011141.3011210
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-11-28
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Word2vec Text mining Sentence vector Dementia care text information
Content Type	Text
Resource Type	Article

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