AUTOMATIC HATE SPEECH DETECTION IN ONLINE CONTENTS USING LATENT SEMANTIC ANALYSIS

Xhemal Zenuni; Jaumin Ajdari; Florije Ismaili; Bujar Raufi

doi:https://doi.org/10.17261/Pressacademia.2017.612

Makale detayları

AUTOMATIC HATE SPEECH DETECTION IN ONLINE CONTENTS USING LATENT SEMANTIC ANALYSIS

Yazarlar:

Xhemal Zenuni | Jaumin Ajdari | Florije Ismaili | Bujar Raufi

Yayıncı:

PressAcademia

Ana Başlıklar:

Sosyal Bilimler

Dergi:

PressAcademia Procedia 2017 Vol.5 Issue 1, pp.368-371

Belge Tipi:

Makale

Yayın Tarihi:

6/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000776682

Sıklık:

Üç Yıllık

eISSN:

2459-0762

DOI:

https://doi.org/10.17261/Pressacademia.2017.612

Özet:

 


Internet in general and social media in particular have
greatly facilitated the communication, interaction and collaboration among
people and different entities. As generally there is no censorship, these media
sometimes are used to proliferate discourses that contain hateful messages
targeting ethnic origin, religious or sexual groups, which potentially may
degenerate to violent acts against individuals of such groups. Therefore, we
explore the idea of building of automatic classifier that can be used for detection
of hate speech in public Albanian language pages. A hate speech corpus for
Albanian language is created, and then based on Support Vector Machine (SVM)
approach,  an automatic hate speech
detection system is proposed. Such system can be used to detect and analyze
hate speech in online contents over time and to enhance our knowledge on how
they affect opinion creation in society.  


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Makale detayları

AUTOMATIC HATE SPEECH DETECTION IN ONLINE CONTENTS USING LATENT SEMANTIC ANALYSIS

Yazarlar: Xhemal Zenuni | Jaumin Ajdari | Florije Ismaili | Bujar Raufi

Yayıncı: PressAcademia

Ana Başlıklar: Sosyal Bilimler

Dergi: PressAcademia Procedia 2017 Vol.5 Issue 1, pp.368-371

Belge Tipi: Makale

Yayın Tarihi: 6/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000776682

Sıklık: Üç Yıllık

eISSN: 2459-0762

DOI: https://doi.org/10.17261/Pressacademia.2017.612

Sayı

Yazarlar:

Xhemal Zenuni | Jaumin Ajdari | Florije Ismaili | Bujar Raufi

Yayıncı:

PressAcademia

Ana Başlıklar:

Sosyal Bilimler

Dergi:

PressAcademia Procedia 2017 Vol.5 Issue 1, pp.368-371

Belge Tipi:

Makale

Yayın Tarihi:

6/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000776682

Sıklık:

Üç Yıllık

eISSN:

2459-0762

DOI:

https://doi.org/10.17261/Pressacademia.2017.612