1st Edition

Computational Literary Studies Theory and Methods

By Simone Rebora Copyright 2027
172 Pages 19 B/W Illustrations
by Routledge

172 Pages 19 B/W Illustrations
by Routledge

The accessible guide provides a detailed overview of the emerging field of computational literary studies from the perspective of literary theory. From the earliest quantitative approaches to the most recent challenges of generative artificial intelligence, the book examines a diverse selection of computational methods by asking how they can tackle a set of fundamental questions in literary... Read more

List of figures

Acknowledgements

Introduction

From distant reading to computational literary studies

Computational literary studies and literary theory

Outline of chapters

Conclusion

1. Literary historiography and computational text analysis

Literary historiography

Frequencies and trendlines

Towards cultural evolution

Conclusion

2. Stylistics and stylometry

Stylistics

Stylometry

The concept of style in stylistics and stylometry

Conclusion

3. Emotions in literature and sentiment analysis

Emotions in literature

Sentiment analysis

Literary studies and sentiment analysis

Conclusion

4. Thematic criticism and topic modeling

Thematic criticism

Topic modeling

Computational thematic criticism

Conclusion

5. Mapping literature

Literary studies in the wake of the “spatial turn”

The GIS technology

GIS in literary studies

Conclusion

6. Networking characters

Characters in literary studies

Social network analysis

Social networks and character studies

Conclusion

7. Intertextuality and text reuse detection

Intertextuality in literary studies

Text reuse detection and semantic similarity

Towards quantitative intertextuality

Conclusion

8. Artificial Intelligence and the challenge of interpretation

Hermeneutics and literary studies

Machine learning and (generative) artificial intelligence

Interpretation in computational literary studies

Conclusion

 

 Conclusion: On modeling and interdisciplinarity

Index

Biography

Simone Rebora is Associate Professor of Comparative Literature at the University of Verona, Italy, with an interest in empirical and computational literary studies.