Foundations and TrendsŪ in Information Retrieval
AUTHORSHIP ATTRIBUTION
by Patrick Juola (Duquesne University, USA)
Authorship attribution, the science of inferring characteristics of the author from the characteristics of documents written by that author, is a problem with a long history and a wide range of application. It is an important problem not only in information retrieval but in many other disciplines as well, from technology to teaching and from finance to forensics. The idea that authors have a statistical "fingerprint'' that can be detected by computers is a compelling one that has received a lot of research attention.
Authorship Attribution surveys the history and present state of the discipline, presenting some comparative results where available. It also provides a theoretical and empirically-tested basis for further work. Many modern techniques are described and evaluated, along with some insights for application for novices and experts alike.
Authorship Attribution will be of particular interest to information retrieval researchers and students who want to keep up with the latest techniques and their applications. It is also a useful resource for people in other disciplines, be it the teacher interested in plagiarism detection or the historian interested in who wrote a particular document.
Published by Now Publishers and marketed by World Scientific
Contents:
- Introduction
- Background and History
- Linguistic and Mathematical
Background
- Linguistic Features
- Attributional Analysis
- Empirical Testing
- Other Applications of Authorship Attribution
- Special Problems of Linguistic Forensics
- Recommendations
- References
Readership: Postgraduates, researchers and professionals.
| 112pp |
Pub. date: Mar 2008 |
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