loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Author: Halim Sayoud

Affiliation: USTHB University, Algeria

ISBN: 978-989-758-088-8

Keyword(s): Visual Analytics, Authorship Attribution, Pattern Recognition, Natural Language Processing, Religious Books.

Related Ontology Subjects/Areas/Topics: Abstract Data Visualization ; Computer Vision, Visualization and Computer Graphics ; Data Management and Knowledge Representation ; General Data Visualization ; Information and Scientific Visualization ; Text and Document Visualization ; Visual Analytical Reasoning ; Visual Data Analysis and Knowledge Discovery ; Visual Representation and Interaction

Abstract: In this paper, we present a visual analytics based investigation for the task of authorship attribution of the holy Quran with regards to the Hadith Author (the Prophet). This can be seen as an authorship discrimination task between the two religious books: Quran vs Hadith. The first book represents the Divine book written by Allah (God) as claimed by the Prophet Muhammad, whereas the second one represents a collection of certified Prophet’s statements. Two visual analytics clustering methods are employed, namely: a Hierarchical Clustering and Fuzzy C-mean Clustering. On the other hand, seven types of NLP features are combined and normalized by PCA reduction before the classification process. The visual analytics results have revealed interesting results in 2D and 3D disposition. In summary, they show two main clusters in both experiments: Quran cluster and Hadith cluster; and the disposition of the resulting clusters corresponds to a clear authorship distinction between the two relig ious books. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.227.254.12

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Sayoud, H. (2015). A Visual Analytics based Investigation on the Authorship of the Holy Quran.In Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015) ISBN 978-989-758-088-8, pages 177-181. DOI: 10.5220/0005355601770181

@conference{ivapp15,
author={Halim Sayoud.},
title={A Visual Analytics based Investigation on the Authorship of the Holy Quran},
booktitle={Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015)},
year={2015},
pages={177-181},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005355601770181},
isbn={978-989-758-088-8},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2015)
TI - A Visual Analytics based Investigation on the Authorship of the Holy Quran
SN - 978-989-758-088-8
AU - Sayoud, H.
PY - 2015
SP - 177
EP - 181
DO - 10.5220/0005355601770181

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.