A Survey on Authorship Profiling Techniques
نویسنده
چکیده
Authorship analysis is a text analysis technique that is visualized mainly in three different techniques namely Authorship Profiling, Authorship Identification and Plagiarism Detection. In this paper a brief survey on the recent developments in the area of author profiling approaches were presented. Authorship Profiling is to ascertain various authors characteristics like age, gender, native country, native language, degree of education and personality traits by analyzing their writing styles. In recent times, Author Profiling is popular in the fields of forensic analysis, security and marketing. Based on the popularity of the Authorship Profiling problem, multiple solutions were proposed by various researchers across the globe. Several researchers used different types of features to identify the writing style characteristics of authors. The main focus of this survey is to predict the demographic features of authors such as gender, age and personality traits based on the text corpus written by
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 کاملOptimizing Authorship Profiling of Online Messages
Authorship profiling is of growing importance in the current information age, partly due to its application in digital forensics. Methodologies of profiling like any other authorship analysis consist majorly of feature extraction and application of analytical techniques. Choice of feature sets and analytical techniques may significantly affect the performance of authorship analysis. Hence, a ne...
متن کاملA survey on collaboration rate and co-authorship in published articles of Rostaniha (Botanical Journal of Iran) during 2000 to 2014
In this study, coefficient group collaboration and co-authorship papers published in Rostaniha journal (Botanical Journal of Iran) from 2000 to 2014 has been done. In addition,identifying the most active authors, organizations or institutions are involved in publishing articles group (co-authorship) and the countries with the highest participation and cooperation in the production of articles a...
متن کاملStatistical Techniques for Text Classification Based on Word Recurrence Intervals
The decision as to whether two texts were written by the same author is usually a difficult one. Can an analysis of how the words in a text statistically cluster shed some light on authorship? In this paper we examine both English texts and the Greek source texts of the New Testament. The mathematical techniqes developed by Shannon [1,2] and Markov have been used for a number of years to analys...
متن کاملAuthor Identification on the Large Scale
Individuals have distinctive ways of speaking and writing, and there exists a long history of linguistic and stylistic investigation into authorship attribution. In recent years, practical applications for authorship attribution have grown in areas such as intelligence (linking intercepted messages to each other and to known terrorists), criminal law (identifying writers of ransom notes and har...
متن کامل