Presentation	2014/12/9 Natural Language Processing for Narrative of Autobiographical Memory of Patients with Autistic Spectrum Disorder Eiji ARAMAKI, Shuko SHIKATA, Mai MIYABE, Yasuyuki Usuda, Kosuke ASADA, Satsuki AYAYA, Shinichiro KUMAGAYA,
PDF Download Page	PDF download Page Link
Abstract(in Japanese)	(See Japanese page)
Abstract(in English)	[Background] Narrative by patients with ASD (Autistic Spectrum Disorder) contains wide range of clinical information about their quality of life (QOL). However, the methodologies for analyzing patient narrative, so far, have mainly relied on qualitative analysis. [Objective] In this study, the ASD patient narrative was converted into the numeric data by using various NLP-based analysis, and the relations between the narrative data and their levels of ASD were compared and tested. [Material/Method] We have built the transcriptions of patient narrative, and then divided the patients into two groups according to the SRS^-2 score; (group A) the high-level ASD patients (the SRS^-2 score >= 76), (group B) low to intermediate-level ASD patients (the SRS^-2 score <76). We calculated 4 NLP-based metrics of each patient from the transcription. [Result/Discussion] The high-level ASD group shows significantly lower Japanese vocabulary level (p<0.05). [Conclusion] The clinical application based on this finding should be available in the near future, and more detailed study for the language metrics particularly for ASD is awaited for further investigation.
Keyword(in Japanese)	(See Japanese page)
Keyword(in English)
Paper #	Vol.2014-NL-219 No.7
Date of Issue

Conference Information
Committee	NLC
Conference Date	2014/12/9(1days)
Place (in Japanese)	(See Japanese page)
Place (in English)
Topics (in Japanese)	(See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To	Natural Language Understanding and Models of Communication (NLC)
Language	JPN
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	Natural Language Processing for Narrative of Autobiographical Memory of Patients with Autistic Spectrum Disorder
Sub Title (in English)
Keyword(1)
1st Author's Name	Eiji ARAMAKI
1st Author's Affiliation	()
2nd Author's Name	Shuko SHIKATA
2nd Author's Affiliation
3rd Author's Name	Mai MIYABE
3rd Author's Affiliation
4th Author's Name	Yasuyuki Usuda
4th Author's Affiliation
5th Author's Name	Kosuke ASADA
5th Author's Affiliation
6th Author's Name	Satsuki AYAYA
6th Author's Affiliation
7th Author's Name	Shinichiro KUMAGAYA
7th Author's Affiliation
Date	2014/12/9
Paper #	Vol.2014-NL-219 No.7
Volume (vol)	vol.114
Number (no)	366
Page	pp.pp.-
#Pages	7
Date of Issue