• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Anderes
  4. Semantic Document Indexing with Generative AI
 
  • Details
  • Full
Options
November 17, 2023
Paper (Preprint, Research Paper, Review Paper, White Paper, etc.)
Title

Semantic Document Indexing with Generative AI

Title Supplement
Published at SSRN
Abstract
The possibilities of processing abstract information using generative artificial intelligence systems, in particular ChatGPT, are presented to solve the problems of generating semantic maps, semantic indexing, analysis and visualization, which makes it possible to consider such systems as a useful analytical tools. The ChatGPT system was used to automatically extract basic concepts from documents from a thematic array on the topic of information technology in construction, i.e. perform semantic indexing, as well as build a semantic network for the selected subject area. A working model has been implemented that allows you to find relevant records by clicking on nodes and edges of the constructed semantic network, i.e. navigate through the source information array.
Author(s)
Busch, Dimitri  
Fraunhofer-Informationszentrum Raum und Bau IRB  
Lande, Dmytro
National Technical University of Ukraine - Igor Sikorsky Kyiv Polytechnic Institute
Feher, Anatolii
National Technical University of Ukraine - Igor Sikorsky Kyiv Polytechnic Institute
Strashnoy, Leonard
University of California, Los Angeles (UCLA)
Open Access
File(s)
Download (390.99 KB)
Rights
CC BY-NC-ND 4.0: Creative Commons Attribution-NonCommercial-NoDerivatives
DOI
10.2139/ssrn.4636527
10.24406/publica-2760
Additional link
Full text
Language
English
Fraunhofer-Informationszentrum Raum und Bau IRB  
Keyword(s)
  • Semantic indexing

  • Semantic network

  • Artificial General Intelligence

  • Reference database

  • BIM

  • IT

  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024