GI LogoGI Logo
  • Login
Digital Library
    • All of DSpace

      • Communities & Collections
      • Titles
      • Authors
      • By Issue Date
      • Subjects
    • This Collection

      • Titles
      • Authors
      • By Issue Date
      • Subjects
Digital Library Gesellschaft für Informatik e.V.
GI-DL
    • English
    • Deutsch
  • English 
    • English
    • Deutsch
View Item 
  •   DSpace Home
  • Fachbereiche
  • Datenbanken und Informationssysteme (DBIS)
  • Datenbank Spektrum
  • Datenbank Spektrum 16(2) - Juli 2016
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.
  •   DSpace Home
  • Fachbereiche
  • Datenbanken und Informationssysteme (DBIS)
  • Datenbank Spektrum
  • Datenbank Spektrum 16(2) - Juli 2016
  • View Item

On Textual Analysis and Machine Learning for Cyberstalking Detection

Author:
Frommholz, Ingo [DBLP] ;
al-Khateeb, Haider M. [DBLP] ;
Potthast, Martin [DBLP] ;
Ghasem, Zinnar [DBLP] ;
Shukla, Mitul [DBLP] ;
Short, Emma [DBLP]
Abstract
Cyber security has become a major concern for users and businesses alike. Cyberstalking and harassment have been identified as a growing anti-social problem. Besides detecting cyberstalking and harassment, there is the need to gather digital evidence, often by the victim. To this end, we provide an overview of and discuss relevant technological means, in particular coming from text analytics as well as machine learning, that are capable to address the above challenges. We present a framework for the detection of text-based cyberstalking and the role and challenges of some core techniques such as author identification, text classification and personalisation. We then discuss PAN, a network and evaluation initiative that focusses on digital text forensics, in particular author identification.
  • Citation
  • BibTeX
Frommholz, I., al-Khateeb, H. M., Potthast, M., Ghasem, Z., Shukla, M. & Short, E., (2016). On Textual Analysis and Machine Learning for Cyberstalking Detection.   Datenbank-Spektrum: Vol. 16, No. 2. Springer. (S. 127-135). DOI: 10.1007/s13222-016-0221-x
@article{mci/Frommholz2016,
author = {Frommholz, Ingo AND al-Khateeb, Haider M. AND Potthast, Martin AND Ghasem, Zinnar AND Shukla, Mitul AND Short, Emma},
title = {On Textual Analysis and Machine Learning for Cyberstalking Detection},
journal = {Datenbank-Spektrum},
volume = {16},
number = {2},
year = {2016},
,
pages = { 127-135 } ,
doi = { 10.1007/s13222-016-0221-x }
}

Sollte hier kein Volltext (PDF) verlinkt sein, dann kann es sein, dass dieser aus verschiedenen Gruenden (z.B. Lizenzen oder Copyright) nur in einer anderen Digital Library verfuegbar ist. Versuchen Sie in diesem Fall einen Zugriff ueber die verlinkte DOI: 10.1007/s13222-016-0221-x

Haben Sie fehlerhafte Angaben entdeckt? Sagen Sie uns Bescheid: Send Feedback

More Info

DOI: 10.1007/s13222-016-0221-x
ISSN: 1610-1995
xmlui.MetaDataDisplay.field.date: 2016
Content Type: Text/Journal Article

Keywords

  • Author identification
  • Cyber harassment
  • Cyber security
  • Cyberstalking
  • Machine learning
  • Text analytics
Collections
  • Datenbank Spektrum 16(2) - Juli 2016 [12]

Show full item record


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.

 

 


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.