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Automated Syntactic...
Automated Syntactic Analysis of Language Abilities in Persons with Mild and Subjective Cognitive Impairment
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- Lundholm Fors, Kristina, 1977 (författare)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish
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- Fraser, Kathleen, 1984 (författare)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish
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- Kokkinakis, Dimitrios, 1965 (författare)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish
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(creator_code:org_t)
- Amsterdam : IOS Press, 2018
- 2018
- Engelska.
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Ingår i: Building continents of knowledge in oceans of data : the future of co-created eHealth: proceedings of MIE2018, 24-26 April 2018, Gothenburg, Sweden / edited by Adrien Ugon, Daniel Karlsson, Gunnar O. Klein and Anne Moen.. - Amsterdam : IOS Press. - 0926-9630 .- 1879-8365. - 9781614998518
- Relaterad länk:
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https://gup.ub.gu.se...
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https://doi.org/10.3...
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Abstract
Ämnesord
Stäng
- In this work we analyze the syntactic complexity of transcribed picture descriptions using a variety of automated syntactic features, and investigate the features’ predictive power in classifying narratives from people with subjective and mild cognitive impairment and healthy controls. Our results indicate that while there are no statistically significant differences, syntactic features can still be moderately successful at distinguishing the participant groups when used in a machine learning framework.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
- HUMANIORA -- Språk och litteratur -- Jämförande språkvetenskap och allmän lingvistik (hsv//swe)
- HUMANITIES -- Languages and Literature -- General Language Studies and Linguistics (hsv//eng)
Nyckelord
- cognitive impairment
- syntactic analysis
- Natural Language Processing
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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