Frameworks for a Computational Isnad Authentication and Mechanism Development

Ibrahim, Nuzulha Khilwani; Samsuri, Suhaila; Seman, Muhamad Sadry Abu; Ali, Ahmed Elmogtaba Banga; Kartiwi, Mira

doi:10.1109/ict4m.2016.041

Cited by 4 publications

(3 citation statements)

References 4 publications

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“…The scheme essentially automates the process by formulating the rules used by Hadith scholars to authenticate and rate the validity of 2800 Hadiths from Sunan Al-Tirmizi based on the Sanad. Similarly, based on four main criteria concerning only Sanad, namely the reliability and preservation of the narrators, the flaw in the chain of transmission, and connected chain, Ibrahim et al [13] offered a theoretical authentication framework that would determine if a Hadith is Sahih or not. Taking a different tack at authenticating Hadiths using the Sanad, Balgasem and Zakaria [47] addresses the problem by recognising the Arabic names in the chain of narrators using Part-of-Speech (POS) and Named Entity Recognition (NER).…”

Section: Related Workmentioning

confidence: 99%

“…Hadith scholars consult both the Sanad and Matn to establish the reliability of a certain Hadith. Because the narrators in the Sanad must not be disconnected, researchers examine each narrator's status to determine whether or not they are consistently trustworthy and connected [13]. Hadith scholars also examine Hadith's Matn to see if it agrees or disagrees with the grammar of Arabic, authentic Hadiths, or what is being said in the Quran.…”

Section: Introductionmentioning

confidence: 99%

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Fabricated Hadith Detection: A Novel Matn-Based Approach With Transformer Language Models

Gaanoun¹,

Alsuhaibani

2022

IEEE Access

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Muslims rely primarily on the Quran and the Hadiths in all their spiritual life and consider them as sacred sources. If the Quran is God's word, then the Hadiths are God's instructions in the words of the Prophet Muhammad. Since Hadiths are transmitted through multiple narrators, they have been extensively studied to ensure their authenticity. The purpose of this study is to detect fabricated Hadiths, or Mawdu, which is the type of Hadith most rejected by Muslim scholars. The study utilises the central text and content of Hadith, Matn, rather than solely focusing on Hadith chain of narrators, Sanad. In order to accomplish this, we create and release the first dataset dedicated to Mawdu Hadiths, called MAHADDAT. Furthermore, we set up a Mawdu Hadith (MH) detection system based on a transformer language model, BERT, achieving a 92.47% F1 MH score.

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Section: Related Workmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Fabricated Hadith Detection: A Novel Matn-Based Approach With Transformer Language Models

Gaanoun¹,

Alsuhaibani

2022

IEEE Access

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“…Melalui perkembangan teknologi dalam penulisan dan percetakan, pelbagai hadis palsu (mawḍū') didapati telah dimasukkan dalam penerbitan buku-buku bergenre Islam tanpa menafikan tujuan murni penulis tersebut (Ibrahim et al, 2016). Penerbitan buku-buku agama tanpa seliaan dan pemantauan isi kandungan dari pihak yang berautoriti memungkinkan hadis-hadis palsu diterima serta disebarkan dalam masyarakat.…”

Section: Pendahuluanunclassified

Penyebaran Hadis Palsu Dalam Penerbitan Di Malaysia Dan Kesannya Kepada Masyarakat

Usman

Nasir

2022

Hadis

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Dalam sejarah Islam perbahasan tentang hadis palsu (mawḍū‘) telah berlangsung sejak dari timbulnya pemalsu-pemalsu hadis. Usaha untuk menjaga hadis Rasulullah SAW telah dilakukan oleh para ulama sepanjang zaman sehingga kini. Namun persoalan tentang hadis palsu tetap menjadi polemik apabila masih didapati riwayat-riwayat sintetik tersebar dalam masyarakat melalui penerbitan buku-buku, informasi dari media sosial melalui penulisan sebahagian penulis yang masih menggunakan dalil-dalil tanpa dinyatakan sumber dan hukum hadis tersebut. Situasi ini menyumbang kepada penyebaran hadis palsu dalam masyarakat. Kajian ini adalah kajian kualitatif melalui pengumpulan data daripada kitab-kitab hadis dan artikel jurnal yang berkaitan. Dapatan kajian menunjukkan meskipun penyebaran hadis palsu dilihat terkawal dalam penerbitan, namun ia tetap berpotensi mengelirukan masyarakat dan mencalarkan kesucian hadis. Ketika media sosial mutakhir ini menjadi medium penting sebaran maklumat, kebanyakan masyarakat lebih cenderung mendapatkan informasi sekali gus mudah untuk menyebarkannya. Implikasinya masyarakat tidak mengambil cakna berkaitan status sesuatu hadis sehingga amalan-amalan yang tiada sandaran daripada Rasulullah SAW semakin berleluasa. Walhal, Islam amat menitikberatkan penggunaan dalil-dalil yang sahih agar suatu penyampaian benar kepada pendengar. Rujukan, semakan dan penggunaan sesuatu ungkapan yang disandarkan kepada hadis dalam penerbitan di Malaysia perlu diteliti serta dipastikan sumbernya bagi menjamin keabsahan maklumat. Usaha untuk memastikan sifar hadis palsu dalam masyarakat tidak hanya tertumpu kepada medium penerbitan dan media sosial sahaja, tetapi ia merangkumi penyebaran maklumat tentang bahaya hadis palsu kepada masyarakat agar maklumat yang sampai kepada mereka adalah sebuah kebenaran yang pasti. Usaha ini dapat memelihara masyarakat Islam daripada termasuk dalam golongan yang diancam dengan balasan azab neraka kelak.

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A Systematic Review on Hadith Authentication and Classification Methods

Binbeshr

Kamsin

Mohammed

2021

ACM Trans. Asian Low-Resour. Lang. Inf. Process.

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Background : A hadith refers to sayings, actions, and characteristics of the Prophet Muhammad peace be upon him. The authenticity of hadiths is crucial, because they constitute the source of legislation for Muslims with the Holy Quran. Classifying hadiths into groups is a matter of importance as well, to make them easy to search and recognize. Objective : To report the results of a systematic review concerning hadith authentication and classification methods. Data sources : Original articles found in ACM, IEEE Xplore, ScienceDirect, Scopus, Web of Science, Springer Link, and Wiley Online Library. Study selection criteria : Only original articles written in English and dealing with hadith authentication and classification. Reviews, editorial, letters, grey literature, and restricted or incomplete articles are excluded. Data extraction : Two authors were assigned to extract data using a predefined data extraction form to answer research questions and assess studies quality. Results : A total of 27 studies were included in this review. There are 14 studies in authentication and 13 studies in classification. Most of the selected studies (17 of 27) were published in conferences, while the others (10 of 27) were published in scientific journals. Research in the area of hadith authentication and classification has received more attention in recent years (2016–2019). Conclusions : Hadith authentication methods are classified into machine learning, rule-based, and a hybrid of rule-based and machine learning and rule-based and statistical methods. Hadith classification methods are classified into machine learning and rule-based. All classification studies used Matn, while the majority of authentication studies used isnad. As a dataset source, Sahih Al-Bukhari was used by most studies. None of the used datasets is publicly available as a benchmark dataset, either in hadith authentication or classification. Recall and Precision are the most frequent evaluation metrics used by the selected studies.

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Frameworks for a Computational Isnad Authentication and Mechanism Development

Cited by 4 publications

References 4 publications

Fabricated Hadith Detection: A Novel Matn-Based Approach With Transformer Language Models

Fabricated Hadith Detection: A Novel Matn-Based Approach With Transformer Language Models

Penyebaran Hadis Palsu Dalam Penerbitan Di Malaysia Dan Kesannya Kepada Masyarakat

A Systematic Review on Hadith Authentication and Classification Methods

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