Essays about: "authorship attribution"

Showing result 1 - 5 of 9 essays containing the words authorship attribution.

  1. 1. Stylometric Embeddings for Book Similarities

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Beichen Chen; [2021]
    Keywords : Stylometry; Authorship attribution; Embeddings; Neural networks; Natural language processing; Book recommendations; Stilometri; Författarbestämning; Vektorrum; Neurala nätverk; Språkteknologi; Bokrekommendationer;

    Abstract : Stylometry is the field of research aimed at defining features for quantifying writing style, and the most studied question in stylometry has been authorship attribution, where given a set of texts with known authorship, we are asked to determine the author of a new unseen document. In this study a number of lexical and syntactic stylometric feature sets were extracted for two datasets, a smaller one containing 27 books from 25 authors, and a larger one containing 11,063 books from 316 authors. READ MORE

  3. 2. Artificial Intelligence and Copyright Law in a European context - A study on the protection of works produced by AI-systems

    University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

    Author : Erika Gwenaëlle Elisabeth Hubert; [2020]
    Keywords : Intellectual Property Law; Copyright Law; AI; Artificial Intelligence; AI Generated Works; New Technologies; EU Law; European Union; Works Made for Hire; Computer Generated Works; Sui Generis; Legal Personhood for AI; Immaterialrätt; Upphovsrätt; Artificiell Intelligens; AI-producerade Verk; EU-rätt; Ny Teknik; Framtida Lösningar för Skydd; Datorproducerade Verk; Juridisk Personlighet för AI; Law and Political Science;

    Abstract : This master thesis discusses current copyright rules and if there is presently a copyright protection for these types of works. There is a possibility to protect works that have been generated by AI’s. However, this is only possible if a human is using the AI as a ”tool”, in order to reach a certain end-goal. READ MORE

  4. 3. Authorship classification using the Vector Space Model and kernel methods

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Emil Westin; [2020]
    Keywords : vector space model; semantic kernel; support vector machine; bag-of-words;

    Abstract : Authorship identification is the field of classifying a given text by its author based on the assumption that authors exhibit unique writing styles. This thesis investigates the semantic shortcomings of the vector space model by constructing a semantic kernel created from WordNet which is evaluated on the problem of authorship attribution. READ MORE

  5. 4. Document Forensics Through Textual Analysis

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Nicole Mariah Sharon Belvisi; [2019]
    Keywords : digital forensics; textual analysis; similarity-based; authorship attribution; Twitter;

    Abstract : This project aims at giving a brief overview of the area of research called Authorship Analysis with main focus on Authorship Attribution and the existing methods. The second objective of this project is to test whether one of the main approaches in the field can be still be applied successfully to today's new ways of communicating. READ MORE

  6. 5. Text to features for Swedish text

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Man Dan Ly; [2019]
    Keywords : ;

    Abstract : In text mining, texts are usually transformed into numerical vectors or feature vectors, before they are given to a machine learning algorithm for text classification. In this project, a set of features for classifying tweets in Swedish was created. READ MORE