Authorship Attribution

نویسنده

  • Patrick Juola
چکیده

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. Recent work in “non-traditional” authorship attribution demonstrates the practicality of automatically analyzing documents based on authorial style, but the state of the art is confusing. Analyses are difficult to apply, little is known about type or rate of errors, and few “best practices” are available. In part because of this confusion, the field has perhaps had less uptake and general acceptance than is its due. This review surveys the history and present state of the discipline, presenting some comparative results when available. It shows, first, that the discipline is quite successful, even in difficult cases involving small documents in unfamiliar and less studied languages; it further analyzes the types of analysis and features used and tries to determine characteristics of well-performing systems, finally formulating these in a set of recommendations for best practices.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Survey on Authorship Analysis

The paper discusses about the problem of Authorship analysis, different types of authorship analysis’s such as authorship attribution, authorship identification, authorship profiling, plagiarism detection. It also addresses the issues in Indian language text. Keywords— Authorship attribution, authorship profiling, plagiarism detection, text classification.

متن کامل

The Computational-Linguistic Approach to Forensic Authorship Attribution

This article examines the diversity of methods in authorship attribution through a lens which focuses attention on a single common element. The current state of authorship attribution study is spread throughout so many academic and non -academic disciplines that it is nigh impossible to describe all of the various assumptions about language and authorship. The disciplines involved in authorship...

متن کامل

Explaining Delta, or: How do distance measures for authorship attribution work?

Authorship Attribution is a research area in quantitative text analysis concerned with attributing texts of unknown or disputed authorship to their actual author based on quantitatively measured linguistic evidence (see Juola 2006; Stamatatos 2009; Koppel et al. 2009). Authorship attribution has applications in literary studies, history, forensics and many other fields, e.g. corpus stylistics (...

متن کامل

More than Word Frequencies: Authorship Attribution via Natural Frequency Zoned Word Distribution Analysis

With such increasing popularity and availability of digital text data, authorships of digital texts can not be taken for granted due to the ease of copying and parsing. This paper presents a new text style analysis called natural frequency zoned word distribution analysis (NFZ-WDA), and then a basic authorship attribution scheme and an open authorship attribution scheme for digital texts based ...

متن کامل

Towards a better understanding of Burrows's Delta in literary authorship attribution

Burrows’s Delta is the most established measure for stylometric difference in literary authorship attribution. Several improvements on the original Delta have been proposed. However, a recent empirical study showed that none of the proposed variants constitute a major improvement in terms of authorship attribution performance. With this paper, we try to improve our understanding of how and why ...

متن کامل

Credit where credit is due? Regulation, research integrity and the attribution of authorship in the health sciences.

Despite attempts at clear direction in international, national and journal guidelines, attribution of authorship can be a confusing area for both new and established researchers. As journal articles are valuable intellectual property, authorship can be hotly contested. Individual authors' responsibilities for the integrity of article content have not been well explored. Semi-structured intervie...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Foundations and Trends in Information Retrieval

دوره 1  شماره 

صفحات  -

تاریخ انتشار 2006