Support of Informal Carers for People after a Stroke with Crowdsouurcing and Natural Language Processing

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17200%2F21%3AA2202CRE" target="_blank" >RIV/61988987:17200/21:A2202CRE - isvavai.cz</a>

Result on the web

<a href="http://www.aei.tuke.sk/" target="_blank" >http://www.aei.tuke.sk/</a>

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Support of Informal Carers for People after a Stroke with Crowdsouurcing and Natural Language Processing

Original language description

In this work we describe a project called “Research and development of support networks and information systems for informal carers for persons after stroke” producing an information system visible to public as a web portal. It does not provide just simple a set of information but using means of artificial intelligence, text document classification and crowdsourcing further improving its accuracy, it also provides means of effective visualization and navigation over the content made by most by the community itself and personalized on a level of informal carer’s phase of the care-taking timeline. In can be beneficial for informal carers as it allows to find a content specific to their current situation. This work describes our approach to classification of text documents and its improvement through crowdsourcing. Its goal is to test text documents classifier based on documents similarity measured by N-grams method and to design evaluation and crowdsourcing-based classification improvement mechanism. Interface for crowdsourcing was created using CMS WordPress. In addition to data collection, the purpose of interface is to evaluate classification accuracy, which leads to extension of classifier test data set, thus the classification is more successful.

Czech name

—

Czech description

—

Type

J_ost - Miscellaneous article in a specialist periodical

CEP classification

—

OECD FORD branch

10200 - Computer and information sciences

Project

<a href="/en/project/TL02000050" target="_blank" >TL02000050: Research and development of support networks and information systems for informal carers for persons after stroke</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Acta Electrotechnica et Informatica

ISSN

1335-8243

e-ISSN

1338-3957

Volume of the periodical

21

Issue of the periodical within the volume

3

Country of publishing house

SK - SLOVAKIA

Number of pages

7

Pages from-to

3-10

UT code for WoS article

—

EID of the result in the Scopus database

—