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Hits 1 – 20 of 276
1
Anaphora resolution : algorithms, resources, and applications
Poesio, Massimo
(Herausgeber);
Stuckardt, Roland
(Herausgeber);
Versley, Yannick
(Herausgeber). - Heidelberg : Springer, 2016
UB Frankfurt Linguistik
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2
The price of linguistic productivity : how children learn to break the rules of language
Yang, Charles D.
. - Cambridge : MIT Press, 2016
MPI für Psycholinguistik
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3
Towards a theoretical framework for analyzing complex linguistic networks
Mehler, Alexander
(Hrsg.). - Berlin ; Heidelberg [u.a.] : Springer, 2016
DNB Subject Category Language
IDS Mannheim
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4
Computational models of referring : a study in cognitive science
Deemter, Kees van
. - Cambridge, MA : The MIT Press, 2016
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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5
Sprachliche Steuerung in der Technischen Dokumentation mit Controlled-Language-Checkern und Authoring-Memory-Systemen : Untersuchungen zur Verbesserung der Effizienz von Schreib- und Übersetzungsprozessen
Demiröz, Verena
. - Frankfurt am Main : Peter Lang Edition, 2016
BLLDB
UB Frankfurt Linguistik
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6
Language and mathematics : an interdisciplinary guide
Danesi, Marcel
. - Berlin : De Gruyter Mouton, 2016
BLLDB
UB Frankfurt Linguistik
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7
An information-theoretic approach to language complexity: variation in naturalistic corpora
Ehret, Katharina
;
Szmrecsanyi, Benedikt
(Akademischer Betreuer). - Freiburg, 2016
BLLDB
UB Frankfurt Linguistik
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8
Research and practice in lexicography
Sinu, Raluca
;
Burada, Marinela
. - Brașov : Editura Universității "Transilvania", 2016
BLLDB
UB Frankfurt Linguistik
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9
Lexikalisch-funktionale Grammatik : eine Einführung am Beispiel des Französischen mit computerlinguistischer Implementierung
Schwarze, Christoph
;
Alencar, Leonel F. de
. - Tübingen : Stauffenburg Verlag, 2016. Tübingen : Stauffenburg Verlag, 2016
BLLDB
UB Frankfurt Linguistik
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10
Practical corpus linguistics : an introduction to corpus-based language analysis
Weisser, Martin
. - Hoboken, New Jersey : John Wiley & Sons, Inc., 2016
BLLDB
UB Frankfurt Linguistik
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11
Nouvelles technologies et standards méthodologiques en linguistique
Kilani-Schoch, Marianne
(Herausgeber);
Surcouf, Christian
(Herausgeber);
Xanthos, Aris
(Herausgeber). - Lausanne : UNIL I Université de Lusanne, 2016
BLLDB
UB Frankfurt Linguistik
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12
Digital Scholarship in the Humanities : Journal of the Alliance of Digital Humanities Organizations
Vanhoutte, Edward
. - Oxford : Oxford University Press, 2016
Institut für Empirische Sprachwissenschaft
UB Frankfurt Linguistik
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13
Chatbots: eine linguistische Analyse
Lotze, Netaya
. - Frankfurt a. M. usw. : Peter Lang, 2016
IDS Bibliografie zur deutschen Grammatik
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14
Linked Lexical Knowledge Bases: Foundations and Applications
Gurevych, Iryna
;
Eckle-Kohler, Judith
;
Matuschek, Michael
. - San Rafael : Morgan & Claypool, 2016
IDS Bibliografie zur deutschen Grammatik
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15
Speech, morphology, syntax. - Natural language processing and computational linguistics ; 1 : Speech, morphology, syntax. -
Kurdi, Mohamed Zakaria
. - Hoboken, NJ : Wiley, 2016
BLLDB
UB Frankfurt Linguistik
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16
Towards Multipurpose Readability Assessment
Madrazo, Ion
In: Boise State University Theses and Dissertations (2016)
BASE
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17
CEST: City Event Summarization using Twitter
Mallela, Deepa
In: Computer Science Graduate Projects and Theses (2016)
BASE
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18
Radical Recognition in Off-Line Handwritten Chinese Characters Using Non-Negative Matrix Factorization
Shuai, Xiangying
In: Senior Projects Spring 2016 (2016)
BASE
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19
FORENSIC LINGUISTICS: AUTOMATIC WEB AUTHOR IDENTIFICATION
VOROBEVA A.A.
. - : Федеральное государственное автономное образовательное учреждение высшего образования «Санкт-Петербургский национальный исследовательский университет информационных технологий, механики и оптики», 2016
Abstract:
Internet is anonymous, this allows posting under a false name, on behalf of others or simply anonymous. Thus, individuals, criminal or terrorist organizations can use Internet for criminal purposes; they hide their identity to avoid the prosecuting. Existing approaches and algorithms for author identification of web-posts on Russian language are not effective. The development of proven methods, technics and tools for author identification is extremely important and challenging task. In this work the algorithm and software for authorship identification of web-posts was developed. During the study the effectiveness of several classification and feature selection algorithms were tested. The algorithm includes some important steps: 1) Feature extraction; 2) Features discretization; 3) Feature selection with the most effective Relief-f algorithm (to find the best feature set with the most discriminating power for each set of candidate authors and maximize accuracy of author identification); 4) Author identification on model based on Random Forest algorithm. Random Forest and Relief-f algorithms are used to identify the author of a short text on Russian language for the first time. The important step of author attribution is data preprocessing discretization of continuous features; earlier it was not applied to improve the efficiency of author identification. The software outputs top q authors with maximum probabilities of authorship. This approach is helpful for manual analysis in forensic linguistics, when developed tool is used to narrow the set of candidate authors. For experiments on 10 candidate authors, real author appeared in to top 3 in 90.02% cases, on first place real author appeared in 70.5% of cases.
Keyword:
ИДЕНТИФИКАЦИЯ АНОНИМНЫХ ПОЛЬЗОВАТЕЛЕЙ,WEB AUTHOR IDENTIFICATION,ИДЕНТИФИКАЦИЯ АВТОРА,АВТОРСТВО СООБЩЕНИЙ,AUTHORSHIP ATTRIBUTION,КОМПЬЮТЕРНАЯ ЛИНГВИСТИКА,COMPUTATIONAL LINGUISTICS,ИНФОРМАЦИОННАЯ БЕЗОПАСНОСТЬ,INFORMATION SECURITY
URL:
http://cyberleninka.ru/article/n/forensic-linguistics-automatic-web-author-identification
http://cyberleninka.ru/article_covers/16528936.png
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20
От теоретической до компьютерной лингвистики
СМИРНОВА АНАСТАСИЯ ОЛЕГОВНА
. - : Индивидуальный предприниматель Акелян Нарине Самадовна, 2016
BASE
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