Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
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| Autore: |
Luyckx Kim
|
| Titolo: |
Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
|
| Pubblicazione: | Brussels, Belgium : , : University Press Antwerp, , 2010 |
| ©2010 | |
| Descrizione fisica: | 1 online resource (196 p.) |
| Disciplina: | 410.285 |
| Soggetto topico: | Computational linguistics |
| Literature - Data processing | |
| Authorship - Research - Methodology | |
| Altri autori: |
De SmedtTom
|
| Persona (resp. second.): | DaelemansWalter |
| Note generali: | "Proefschrift voorgelegd tot het behalen van de graad van doctor in de Taalkunde aan de Universiteit Antwerpen te verdedigen door." |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | ""Front ""; ""Table of Contents""; ""Chapter 1""; ""1.1 Context and Motivation""; ""1.2 Research Objectives""; ""1.3 Our Perspective on Authorship Attribution""; ""1.4 Contributions and Limitations""; ""1.5 Chapter Guide""; ""Chapter 2""; ""2.1 Introducing the Task""; ""2.2 Perspectives on Authorship Attribution""; ""2.3 Methods and Techniques for Authorship Attribution""; ""2.4 Summary""; ""Chapter 3""; ""3.1 Methodology""; ""3.2 Evaluation Data Sets""; ""3.3 Summary""; ""Chapter 4""; ""4.1 Introduction and Research Questions""; ""4.2 Experimental Matrix and Baseline"" |
| ""4.3 Feature Selection Methods""""4.4 Cross-Validation Schemes for Multi-Topic Data""; ""4.5 Conclusions""; ""Chapter 5""; ""5.1 Introduction and Research Questions""; ""5.2 Experimental Set-Up""; ""5.3 The Effect of Author Set Size in the Original Data Sets""; ""5.4 The Effect of Author Set Size in Data Size and Topic Bal-anced Data""; ""5.5 The Effect of Exclusive Testing on Small Author Set Sizes""; ""5.6 Conclusions""; ""Chapter 6""; ""6.1 Introduction and Research Questions""; ""6.2 Experimental Set-Up""; ""6.3 Data Size as the Number of Variable-Length Samples"" | |
| ""6.4 Data Size as the Number of Fixed-Length Samples""""6.5 Robustness to Limited Data""; ""6.6 Conclusions""; ""Chapter 7""; ""7.1 Conclusions""; ""7.2 Further Research""; ""Appendix A""; ""Appendix B""; ""Appendix C""; ""Appendix D""; ""Appendix E""; ""Appendix F""; ""Appendix G""; ""Appendix H"" | |
| Titolo autorizzato: | Scalability issues in authorship attribution |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910788943003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |