Offensive Language Detection Through Text Classification

Naseem Khayum, Patan Fiza Banu (Autoren)

Buch | Softcover

80 Seiten

2024
Scholars' Press (Verlag)
9786206773627 (ISBN)

Titel nicht im Sortiment

Artikel merken

In this book, we propose a modular text classification pipeline on social media datasets focusing on Twitter. Our proposed approach is to leverage a modular development that allows easy use for combining different text classification components. This work's main contribution is that it presents a new modular text classification pipeline to facilitate benchmarking by conducting a detailed analytical study of the best-performing approaches, features, and embeddings reported by the state-of-the-art.

Dr. Naseem Khayum has published 9 SCI peer-reviewed, 06 International conference publications and expertise in the field of optimization of different processes. P. Fiza Banu, graduated from JNTUA College of Engineering in 2024. She is an expert in the field of Machine Learning and its Applications.

Erscheinungsdatum	08.08.2024
Sprache	englisch
Maße	152 x 229 mm
Gewicht	127 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Schlagworte	machine learning • Offensive Language detection • text classification
ISBN-13	9786206773627 / 9786206773627
Zustand	Neuware