View in EDS HTML Full Text PDF Full Text

Large Language Models as Explainable AI Ensemble Aggregators for Business Review Sentiment Analysis: A Comparative Study with Classical Ensembles.

Saved in:
Bibliographic Details
Title: Large Language Models as Explainable AI Ensemble Aggregators for Business Review Sentiment Analysis: A Comparative Study with Classical Ensembles.
Authors: Roumeliotis, Konstantinos I.1,2, dspiliot@uop.gr, Margaris, Dionisis2,3, Spiliotopoulos, Dimitris2,3, Vassilakis, Costas1, costas@uop.gr
Source: Applied Sciences (2076-3417); Jul2026, Vol. 16 Issue 13, p6479, 34p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 195445704
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Large Language Models as Explainable AI Ensemble Aggregators for Business Review Sentiment Analysis: A Comparative Study with Classical Ensembles.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Roumeliotis%2C+Konstantinos+I%2E%22">Roumeliotis, Konstantinos I.</searchLink><relatesTo>1,2</relatesTo>, <i>dspiliot@uop.gr</i><br /><searchLink fieldCode="AU" term="%22Margaris%2C+Dionisis%22">Margaris, Dionisis</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Spiliotopoulos%2C+Dimitris%22">Spiliotopoulos, Dimitris</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Vassilakis%2C+Costas%22">Vassilakis, Costas</searchLink><relatesTo>1</relatesTo>, <i>costas@uop.gr</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Jul2026, Vol. 16 Issue 13, p6479, 34p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=195445704
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/app16136479
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 34
        StartPage: 6479
    Titles:
      – TitleFull: Large Language Models as Explainable AI Ensemble Aggregators for Business Review Sentiment Analysis: A Comparative Study with Classical Ensembles.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Roumeliotis, Konstantinos I.
      – PersonEntity:
          Name:
            NameFull: Margaris, Dionisis
      – PersonEntity:
          Name:
            NameFull: Spiliotopoulos, Dimitris
      – PersonEntity:
          Name:
            NameFull: Vassilakis, Costas
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20763417
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 13
          Titles:
            – TitleFull: Applied Sciences (2076-3417)
              Type: main
ResultId 1