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A Cloud-Native Web Application for Assisted Metadata Generation and Retrieval: THESPIAN-NER

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3AURXTBBQD" target="_blank" >RIV/00216208:11320/22:URXTBBQD - isvavai.cz</a>

  • Result on the web

    <a href="https://www.mdpi.com/2076-3417/12/24/12910" target="_blank" >https://www.mdpi.com/2076-3417/12/24/12910</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.3390/app122412910" target="_blank" >10.3390/app122412910</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    A Cloud-Native Web Application for Assisted Metadata Generation and Retrieval: THESPIAN-NER

  • Original language description

    Within the context of the Competence Centre for the Conservation of Cultural Heritage (4CH) project, the design and deployment of a platform-as-a-service cloud infrastructure for the first European competence centre of cultural heritage (CH) has begun, and some web services have been integrated into the platform. The first integrated service is the INFN-CHNet web application for FAIR storage of scientific analysis on CH: THESPIAN-Mask. It is based on CIDOC-CRM-compatible ontology and CRMhs, describing the scientific metadata. To ease the process of metadata generation and data injection, another web service has been developed: THESPIAN-NER. It is a tool based on a deep neural network for named entity recognition (NER), enabling users to upload their Italian-written report files and obtain labelled entities. Those entities are used as keywords either to serve as (semi)automatically custom queries for the database, or to fill (part of) the metadata form as a descriptor for the file to be uploaded. The services have been made freely available in the 4CH PaaS cloud platform.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

Others

  • Publication year

    2022

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    Applied Sciences [online]

  • ISSN

    2076-3417

  • e-ISSN

    2076-3417

  • Volume of the periodical

    12

  • Issue of the periodical within the volume

    24

  • Country of publishing house

    CH - SWITZERLAND

  • Number of pages

    18

  • Pages from-to

    1-18

  • UT code for WoS article

    000902170600001

  • EID of the result in the Scopus database

    2-s2.0-85144859316