Automated genre classification of books using machine learning and natural language processing

S Gupta, M Agarwal, S Jain - 2019 9th International …, 2019 - ieeexplore.ieee.org
In today's world due to ever increasing demand to make computers perform tasks of
humans, machine learning is used. It is a tedious task to manually read the entire book and …

An improved dictionary based genre classification based on title and abstract of e-book using machine learning algorithms

V Thakur, AC Patel - Proceedings of Second International Conference on …, 2021 - Springer
The amount of digital books or e-books is increasing day by day. Book Assortment is the job
of assigning a category or set of appropriate genres to a book. The goal of this research …

Book genre classification based on titles with comparative machine learning algorithms

E Ozsarfati, E Sahin, CJ Saul… - 2019 IEEE 4th …, 2019 - ieeexplore.ieee.org
This paper presents algorithmic comparisons for producing a book's genre based on its title.
While some titles are easy to interpret, some are irrelevant to the genre that they belong to …

Genre identification and the compositional effect of genre in literature

J Worsham, J Kalita - … of the 27th international conference on …, 2018 - aclanthology.org
Abstract Recent advances in Natural Language Processing are finding ways to place an
emphasis on the hierarchical nature of text instead of representing language as a flat …

Classification of book genres using book cover and title

GR Biradar, JM Raagini, A Varier… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The main purpose of this research was to determine if the cover and title of a book can be
used to predict its genre. The main motivation behind this was that since the cover or title …

[图书][B] Towards literary genre identification: Applied neural networks for large text classification

JM Worsham - 2018 - search.proquest.com
Abstract Recent advances in Natural Language Processing are finding ways to place an
emphasis on the hierarchical nature of text instead of representing language as a flat …

Deep multi-modal networks for book genre classification based on its cover

C Kundu, L Zheng - arXiv preprint arXiv:2011.07658, 2020 - arxiv.org
Book covers are usually the very first impression to its readers and they often convey
important information about the content of the book. Book genre classification based on its …

Genre classification using character networks

D Agarwal, D Vijay - 2021 5th International Conference on …, 2021 - ieeexplore.ieee.org
Literature has always had an undeniable impact on society and culture. It facilitates a
nuanced understanding of the world around us and serves to pass on valuable knowledge …

UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences

H Alami, A Benlahbib, A El Mahdaouy… - Proceedings of the 17th …, 2023 - aclanthology.org
This paper presents our proposed method for english documents genre classification in the
context of SemEval 2023 task 3, subtask 1. Our method use ensemble technique to combine …

An ensemble scheme based on language function analysis and feature engineering for text genre classification

A Onan - Journal of Information Science, 2018 - journals.sagepub.com
Text genre classification is the process of identifying functional characteristics of text
documents. The immense quantity of text documents available on the web can be properly …