View in EDS HTML Full Text PDF Full Text

A unified comparative evaluation of machine learning, deep learning and GPT-2 for suicide ideation detection from social media.

Saved in:
Bibliographic Details
Title: A unified comparative evaluation of machine learning, deep learning and GPT-2 for suicide ideation detection from social media.
Authors: Mohamed Saleh, Yasmeen1 (AUTHOR) Yasmin.mohammed.2021009@commerce.helwan.edu.eg, Kamal Alsheref, Fahad2 (AUTHOR) fabdulwahed@kku.edu.sa, Mohamed Bahloul, Mahmoud1 (AUTHOR) Mahmoud.bahloul@commerce.helwan.edu.eg
Source: Future Business Journal. 6/2/2026, Vol. 12 Issue 1, p1-18. 18p.
Database: Business Source Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: bsu
DbLabel: Business Source Ultimate
An: 194225276
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: A unified comparative evaluation of machine learning, deep learning and GPT-2 for suicide ideation detection from social media.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Mohamed+Saleh%2C+Yasmeen%22">Mohamed Saleh, Yasmeen</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> Yasmin.mohammed.2021009@commerce.helwan.edu.eg</i><br /><searchLink fieldCode="AR" term="%22Kamal+Alsheref%2C+Fahad%22">Kamal Alsheref, Fahad</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> fabdulwahed@kku.edu.sa</i><br /><searchLink fieldCode="AR" term="%22Mohamed+Bahloul%2C+Mahmoud%22">Mohamed Bahloul, Mahmoud</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> Mahmoud.bahloul@commerce.helwan.edu.eg</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Future+Business+Journal%22">Future Business Journal</searchLink>. 6/2/2026, Vol. 12 Issue 1, p1-18. 18p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=194225276
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s43093-026-00867-w
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 18
        StartPage: 1
    Titles:
      – TitleFull: A unified comparative evaluation of machine learning, deep learning and GPT-2 for suicide ideation detection from social media.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Mohamed Saleh, Yasmeen
      – PersonEntity:
          Name:
            NameFull: Kamal Alsheref, Fahad
      – PersonEntity:
          Name:
            NameFull: Mohamed Bahloul, Mahmoud
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 02
              M: 06
              Text: 6/2/2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 23147202
          Numbering:
            – Type: volume
              Value: 12
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Future Business Journal
              Type: main
ResultId 1