View in EDS PDF Full Text

BEYOND LEXICON-BASED APPROACHES: A DEEP LEARNING FRAMEWORK ACHIEVING 99% ACCURACY IN MULTI-LEVEL HOMOPHILY DETECTION ACROSS SOCIAL MEDIA PLATFORMS.

Saved in:
Bibliographic Details
Title: BEYOND LEXICON-BASED APPROACHES: A DEEP LEARNING FRAMEWORK ACHIEVING 99% ACCURACY IN MULTI-LEVEL HOMOPHILY DETECTION ACROSS SOCIAL MEDIA PLATFORMS.
Alternate Title: MÁS ALLÁ DE LOS ENFOQUES BASADOS EN LÉXICOS: UN MARCO DE APRENDIZAJE PROFUNDO QUE ALCANZA UNA PRECISIÓN DEL 99 % EN LA DETECCIÓN DE HOMOFILIA MULTINIVEL EN LAS PLATAFORMAS DE REDES SOCIALES.
Authors: Magna V., Oscar1 omagna@utem.cl, Levio V., Vladimir1 vlevio@utem.cl
Source: Trilogía. dic2025, Vol. 42 Issue 53, p18-40. 23p.
Database: Academic Search Ultimate
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 191913128
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: BEYOND LEXICON-BASED APPROACHES: A DEEP LEARNING FRAMEWORK ACHIEVING 99% ACCURACY IN MULTI-LEVEL HOMOPHILY DETECTION ACROSS SOCIAL MEDIA PLATFORMS.
– Name: TitleAlt
  Label: Alternate Title
  Group: TiAlt
  Data: MÁS ALLÁ DE LOS ENFOQUES BASADOS EN LÉXICOS: UN MARCO DE APRENDIZAJE PROFUNDO QUE ALCANZA UNA PRECISIÓN DEL 99 % EN LA DETECCIÓN DE HOMOFILIA MULTINIVEL EN LAS PLATAFORMAS DE REDES SOCIALES.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Magna+V%2E%2C+Oscar%22">Magna V., Oscar</searchLink><relatesTo>1</relatesTo><i> omagna@utem.cl</i><br /><searchLink fieldCode="AR" term="%22Levio+V%2E%2C+Vladimir%22">Levio V., Vladimir</searchLink><relatesTo>1</relatesTo><i> vlevio@utem.cl</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Trilogía%22">Trilogía</searchLink>. dic2025, Vol. 42 Issue 53, p18-40. 23p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191913128
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.58560/trilogia.v042.n53.025.06
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 23
        StartPage: 18
    Titles:
      – TitleFull: BEYOND LEXICON-BASED APPROACHES: A DEEP LEARNING FRAMEWORK ACHIEVING 99% ACCURACY IN MULTI-LEVEL HOMOPHILY DETECTION ACROSS SOCIAL MEDIA PLATFORMS.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Magna V., Oscar
      – PersonEntity:
          Name:
            NameFull: Levio V., Vladimir
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: dic2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 07160356
          Numbering:
            – Type: volume
              Value: 42
            – Type: issue
              Value: 53
          Titles:
            – TitleFull: Trilogía
              Type: main
ResultId 1