Text mining and cybercrime

A Kontostathis, L Edwards… - Text mining …, 2010 - Wiley Online Library
… Data collection is the first step in any research project in text mining. Data collection for the
study of cybercrime needs to focus primarily on capturing data from chat rooms and social …

Cybercrime profiling: Text mining techniques to detect and predict criminal activities in microblog posts

S Alami, O Elbeqqali - 2015 10th International Conference on …, 2015 - ieeexplore.ieee.org
… The paper is organized as following: in section II, we present an over view about cybercrime
profiling. In section III, we present related works for methods to detect the meaning of …

Identification and classification of cybercrimes using text mining technique

S Andleeb, R Ahmed, Z Ahmed… - … Conference on Frontiers …, 2019 - ieeexplore.ieee.org
… Considering these factors, an effective text mining approach using machine learning algorithms
is proposed to proactively detect bullying text. The dataset collected from myspace.com …

[PDF][PDF] Latent text mining for cybercrime forensics

RYK Lau, Y Xia - International Journal of Future Computer and …, 2013 - ijfcc.org
… To evaluate the effectiveness of the proposed latent text mining model, we crawled the
cybercrime related messages from Twitter and blogs. We manually identified a group of 20 …

Text mining in cybersecurity: A systematic literature review

L Ignaczak, G Goldschmidt, CAD Costa… - ACM Computing …, 2021 - dl.acm.org
… against traditional threats, but cybercrime involves personnel who are able to launch … is
text mining, defined as the process of extracting knowledge from textual data [86]. Text mining

Wordnet-based criminal networks mining for cybercrime investigation

F Iqbal, BCM Fung, M Debbabi, R Batool… - Ieee …, 2019 - ieeexplore.ieee.org
… for crime investigation using data mining and Natural Language … in a joint effort with the
cybercrime unit of a Canadian law … WordNet is specifically designed for text mining and artificial …

Text mining for cybercrime in registrations of the dutch police

AM van der Laan, N Tollenaar - Cybercrime in context: The human factor …, 2021 - Springer
… substantial rates of cybercrime victimization. … cybercrime. The aim of this study was to
estimate the number of police registrations referring to cybercrime in the Netherlands based on text

[PDF][PDF] Text Mining and Machine Learning in a Performance Audit of Police Handling of Cybercrime in Norway

T Næss, H Holtermann, C Prabhu… - Artificial Intelligence …, 2024 - library.oapen.org
… police’s efforts to combat cybercrime, we made use of two rather novel tools to identify
cybercrime: text mining and machine learning. Text mining is a specific application within natural …

Uncovering cybercrimes in social media through natural language processing

J Ramírez Sánchez, A Campo-Archbold… - …, 2021 - Wiley Online Library
… social protest and is considered a cybercrime, as it may be part … in the prevention of
cybercrimes, helping profile suspects … , for the detection and prevention of cybercrimes. Then, the …

Cybercrime: To Detect Suspected User's Chat Using Text Mining

K Sameera, P Vishwakarma - … for Intelligent Systems: Proceedings of ICTIS …, 2019 - Springer
text mining techniques, we can detect and predict criminal activities by extracting interesting
information from unstructured text … since it uses text mining algorithm to continuously check …