Using language processing and speech analysis for the identification of psychosis and other disorders

CM Corcoran, GA Cecchi - Biological Psychiatry: Cognitive Neuroscience …, 2020 - Elsevier
Increasingly, data-driven methods have been implemented to understand psychopathology.
Language is the main source of information in psychiatry and represents “big data” at the …

A review of automated speech and language features for assessment of cognitive and thought disorders

R Voleti, JM Liss, V Berisha - IEEE journal of selected topics in …, 2019 - ieeexplore.ieee.org
It is widely accepted that information derived from analyzing speech (the acoustic signal)
and language production (words and sentences) serves as a useful window into the health …

Considerations about learning Word2Vec

G Di Gennaro, A Buonanno, FAN Palmieri - The Journal of …, 2021 - Springer
Despite the large diffusion and use of embedding generated through Word2Vec, there are
still many open questions about the reasons for its results and about its real capabilities. In …

Artificial intelligence-generated and human expert-designed vocabulary tests: A comparative study

L Yunjiu, W Wei, Y Zheng - Sage Open, 2022 - journals.sagepub.com
Artificial intelligence (AI) technologies have the potential to reduce the workload for the
second language (L2) teachers and test developers. We propose two AI distractor …

Development of the set models and a method to form information spaces of scientific activity subjects for the steady development of higher education establishments

A Biloshchytskyi, A Kuchansky… - … -European Journal of …, 2021 - papers.ssrn.com
This paper describes the basic conceptual apparatus required to form information spaces for
scientific activity subjects. Multiple models have been built to identify collective and …

Know thy context: parsing contextual information from user reviews for recommendation purposes

K Bauman, A Tuzhilin - Information Systems Research, 2022 - pubsonline.informs.org
In this paper, we study an important problem of parsing contextual information from user
reviews for recommendation purposes. First, we study the ways contextual information is …

Identifying major research areas and minor research themes of android malware analysis and detection field using LSA

D Thakur, J Singh, G Dhiman, M Shabaz, T Gera - Complexity, 2021 - Wiley Online Library
Contemporary technologies have ensured the availability of high‐quality research data
shared over the Internet. This has resulted in a tremendous availability of research literature …

Exploring semantic differences between the Indonesian prefixes PE- and PEN- using a vector space model

K Denistia, E Shafaei-Bajestan… - Corpus Linguistics and …, 2022 - degruyter.com
Indonesian has two prefixes, PE-and PEN-, that are similar in form and meaning, but are
probably not allomorphs. In this study, we applied a distributional vector space model to …

[HTML][HTML] Imagetic and affective measures of memory reverberation diverge at sleep onset in association with theta rhythm

NB Mota, E Soares, E Altszyler, I Sánchez-Gendriz… - NeuroImage, 2022 - Elsevier
The 'day residue'-the presence of waking memories into dreams-is a century-old concept
that remains controversial in neuroscience. Even at the psychological level, it remains …

Comparing hall Van de Castle coding and Linguistic Inquiry and Word Count using canonical correlation analysis.

X Zheng, R Schweickert - Dreaming, 2021 - psycnet.apa.org
For dream content analysis, automatic quantitative analysis techniques cannot only be faster
than traditional hand-coding but also be lower in coding errors and bias caused by humans …