@inproceedings{masrani-etal-2017-detecting,
title = "Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia",
author = "Masrani, Vaden and
Murray, Gabriel and
Field, Thalia and
Carenini, Giuseppe",
editor = "Cohen, Kevin Bretonnel and
Demner-Fushman, Dina and
Ananiadou, Sophia and
Tsujii, Junichi",
booktitle = "{B}io{NLP} 2017",
month = aug,
year = "2017",
address = "Vancouver, Canada,",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W17-2329",
doi = "10.18653/v1/W17-2329",
pages = "232--237",
abstract = "We investigate if writers with dementia can be automatically distinguished from those without by analyzing linguistic markers in written text, in the form of blog posts. We have built a corpus of several thousand blog posts, some by people with dementia and others by people with loved ones with dementia. We use this dataset to train and test several machine learning methods, and achieve prediction performance at a level far above the baseline.",
}
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<abstract>We investigate if writers with dementia can be automatically distinguished from those without by analyzing linguistic markers in written text, in the form of blog posts. We have built a corpus of several thousand blog posts, some by people with dementia and others by people with loved ones with dementia. We use this dataset to train and test several machine learning methods, and achieve prediction performance at a level far above the baseline.</abstract>
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%0 Conference Proceedings
%T Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia
%A Masrani, Vaden
%A Murray, Gabriel
%A Field, Thalia
%A Carenini, Giuseppe
%Y Cohen, Kevin Bretonnel
%Y Demner-Fushman, Dina
%Y Ananiadou, Sophia
%Y Tsujii, Junichi
%S BioNLP 2017
%D 2017
%8 August
%I Association for Computational Linguistics
%C Vancouver, Canada,
%F masrani-etal-2017-detecting
%X We investigate if writers with dementia can be automatically distinguished from those without by analyzing linguistic markers in written text, in the form of blog posts. We have built a corpus of several thousand blog posts, some by people with dementia and others by people with loved ones with dementia. We use this dataset to train and test several machine learning methods, and achieve prediction performance at a level far above the baseline.
%R 10.18653/v1/W17-2329
%U https://aclanthology.org/W17-2329
%U https://doi.org/10.18653/v1/W17-2329
%P 232-237
Markdown (Informal)
[Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia](https://aclanthology.org/W17-2329) (Masrani et al., BioNLP 2017)
ACL