A Text-Mining Research Based on LDA Topic Modelling: A Corpus-Based Analysis of Pakistan's UN Assembly Speeches (1970–2018).

The UN General Assembly is a forum that conveys a country's contributions or concerns. Pakistan, being a South Asian country, has echoed multiple concerns that have affected the peace process in Pakistan and South Asia. Hence, it is vital to understand the nature of these issues and the preferences...

Descripción completa

Detalles Bibliográficos
Publicado en:International Journal of Humanities & Arts Computing: A Journal of Digital Humanities Vol. 16; no. 2; pp. 214 - 230
Autores principales: Khan, Sabahat, Ahmed, Fasih, Mubeen, Muhammad
Formato: Artículo
Publicado: Edinburgh University Press Oct2022
Materias:
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=159843552&site=ehost-live
header:
  @attributes:
    shortDbName: hlh
    uiTerm: 159843552
    longDbName: Humanities International Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    jinfo:
      jid:
        17538548
        2QD7
      jtl: International Journal of Humanities & Arts Computing: A Journal of Digital Humanities
      issn: 17538548
      maglogo: N
    pubinfo:
      dt: Oct2022
      vid: 16
      iid: 2
      pid: 2327
      pub: Edinburgh University Press
    artinfo:
      ui:
        159843552
        10.3366/ijhac.2022.0291
      ppf: 214
      ppct: 16
      formats:
        fmt:
          – @attributes:
              type: T
          – @attributes:
              type: P
              size: 824KB
      tig:
        atl: A Text-Mining Research Based on LDA Topic Modelling: A Corpus-Based Analysis of Pakistan's UN Assembly Speeches (1970–2018).
      aug:
        au:
          Khan, Sabahat
          Ahmed, Fasih
          Mubeen, Muhammad
      su:
        United Nations. General Assembly
        Peace negotiations
        War on Terrorism, 2001-2009
        Terrorism
        Grounded theory
        Communities
        Pakistan
        South Asia
      sug:
        subj:
          Pakistan
          South Asia
          United Nations. General Assembly
          Peace negotiations
          War on Terrorism, 2001-2009
          Terrorism
          Grounded theory
          Communities
      keyword:
        computational grounded theory
        data-driven approach
        natural language processing
        topic modelling
        UN General Assembly Debate
      ab: The UN General Assembly is a forum that conveys a country's contributions or concerns. Pakistan, being a South Asian country, has echoed multiple concerns that have affected the peace process in Pakistan and South Asia. Hence, it is vital to understand the nature of these issues and the preferences raised at the General Assembly. The present research is underpinned by computational grounded theory, which relies on the fact that meaning is hidden inside data. A total of nine topics emerged from the data. The results reveal that support for the war against terrorism, peace and security, terrorist attacks, the urging of the world community, diffusion of the nuclear threat, terrorism as a threat to prosperity, economic development, peace as an international challenge, and the Afghan peace process are the main issues concerning Pakistan. The analysis reveals that most of these relate to challenges linked to peace and security, economic problems and Afghan issues. The investigation concludes that the nation's priority-setting is based on peace and security, economic development, and the Afghan peace process.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
    refInfo:
    copyright:
      @attributes:
        flag: Y
      custom: Copyright of International Journal of Humanities & Arts Computing: A Journal of Digital Humanities is the property of Edinburgh University Press and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use.
      item: International Journal of Humanities & Arts Computing: A Journal of Digital Humanities
      holder: Edinburgh University Press
      dt:
        @attributes:
          year: 2022
    holdings:
      @attributes:
        islocal: N