A Framework for Authorship Identification in the Internet Environment
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F11%3A00054037" target="_blank" >RIV/00216224:14330/11:00054037 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Framework for Authorship Identification in the Internet Environment
Original language description
Misuse of anonymous online communication for illegal purposes has become a major concern. In this paper, we present a framework named ART (Authorship Recognition Tool), that is designed to minimize manual procedures and maximize the efficiency of authorship identification based on the content of Internet electronic documents. The framework covers the phases of document retrieval and database document management. ART provides implementations of efficient authorship identification algorithm and authorshipsimilarity algorithm including the possibility to obtain extra data for learning and tests. The framework also determines whether or not different author?s identities are interlinked. The authorship is analysed by machine learning and natural language processing methods. Technical information such as IP address is considered only as an optional attribute for the machine learning because it can be easily forged or devalued if the author communicates from public places or through proxy se
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of Fifth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2011
ISBN
978-80-263-0077-9
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
117-124
Publisher name
Tribun EU
Place of publication
Brno (Czech Republic)
Event location
Karlova Studánka, Czech Republic
Event date
Dec 2, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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