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 …

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 …

Book Genre Classification System Using Machine Learning Approach: A Survey Check for updates

A Sethy, AK Rout, C Gunda, SK Routhu… - Soft Computing and …, 2023 - books.google.com
Over the last few decades, text classification problems have been extensively researched
and addressed in numerous real-world applications [1-10]. Many researchers are now …

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 …

[PDF][PDF] Empirical Text Analysis for Identifying the Genres of Bengali Literary Work

A Afroze, K Dutta, S Sadik, S Khanam… - Journal of Advances …, 2024 - researchgate.net
Digital books and internet retailers are growing in popularity daily. Different individuals
prefer various genres of literature. Categorizing genres facilitates the discovery of books that …

Statistical and deep learning approaches for literary genre classification

A Goyal, V Prem Prakash - Advances in Data and Information Sciences …, 2022 - Springer
The problem of automatically classifying literary texts into their corresponding
genres/subgenres occurs in Natural Language Processing (NLP) and has applications in …

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 …

Book genre categorization using machine learning algorithms (k-nearest neighbor, support vector machine and logistic regression) using customized dataset

BY Panchal - Book Genre Categorization Using Machine Learning …, 2021 - papers.ssrn.com
Book Genre Categorization Using Machine Learning Algorithms (K-Nearest Neighbor, Support
Vector Machine and Logistic Regression) Page 1 Parilkumar Shiroya et al, International Journal …

LSI with Support Vector Machine for Text Categorization–a practical example with Python

JHGDC Cavalcanti, J Menyhárt - International Journal of …, 2021 - ojs.lib.unideb.hu
Artificial intelligence is becoming a powerful tool of modernity science, there is even a
science consensus about how our society is turning to a data-driven society. Machine …

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 …