Characterisation of web spambots using self organising maps

QR Code

Characterisation of web spambots using self organising maps

The growth of spam in Web 2.0 environments not only reduces the quality and trust of the content but it also degrades the quality of search engine results. By means of web spambots, spammers are able to distribute spam content more efficiently to more targeted websites. Current anti-spam filtering s...

Full description

Bibliographic Details
Main Authors:	Hayati, Pedram, Potdar, Vidyasagar, Talevski, Alex, Chai, Kevin
Format:	Journal Article
Published:	C R L publishing Ltd 2011
Subjects:	spam 2.0 behaviour analysis web spambots web usage mining spam detection
Online Access:	http://hdl.handle.net/20.500.11937/44532

Similar Items

Web Spambot Detection Based on Web Navigation Behaviour
by: Hayati, Pedram, et al.
Published: (2010)

Behaviour-Based Web Spambot Detection by Utilising Action Time and Action Frequency
by: Hayati, Pedram, et al.
Published: (2010)

HoneySpam 2.0: profiling web spambot behaviour
by: Hayati, Pedram, et al.
Published: (2009)

Definition of Spam 2.0: New Spamming Boom
by: Hayati, Pedram, et al.
Published: (2010)

Spam 2.0
by: Potdar, Vidyasagar, et al.
Published: (2012)

Spam 2.0: The Problem Ahead
by: Potdar, Vidyasagar, et al.
Published: (2010)

Addressing the new generation of spam (Spam 2.0) through Web usage models
by: Hayati, Pedram
Published: (2011)

Toward spam 2.0: an evaluation of web 2.0 anti-spam methods
by: Hayati, Pedram, et al.
Published: (2009)

Key Parameters in Identifying Cost of Spam 2.0
by: Ridzuan, Farida, et al.
Published: (2010)

Storage cost of spam 2.0 in a web discussion forum
by: Ridzuan, Farida, et al.
Published: (2011)

Awareness, Knowledge and Perception of Online Spam
by: Mohd Ridzuan, Farida, et al.
Published: (2013)

Evaluation of spam detection and prevention frameworks for email and image spam - a state of art
by: Hayati, Pedram, et al.
Published: (2008)

Factors Involved in Estimating Cost of Email Spam
by: Ridzuan, Farida, et al.
Published: (2010)

The changing nature of spam 2.0
by: Potdar, Vidyasagar, et al.
Published: (2012)

How much money do spammers make from your website?
by: Hayati, P., et al.
Published: (2012)

Web 2.0: An argument against convergence
by: Allen, Matthew
Published: (2008)

Link-based spam algorithms in adversarial information retrieval
by: Leng, A., et al.
Published: (2012)

Assessing Post Usage for Measuring the Quality of Forum Posts
by: Chai, Kevin, et al.
Published: (2010)

Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim
by: Ibrahim, Ahmad Bakhtiar
Published: (2006)

Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)

Service syndication - towards a service value chain over the web
by: Wu, Chen, et al.
Published: (2007)

Gaining a Past, Losing a Future: Web 2.0 and Internet Historicity
by: Allen, Matthew
Published: (2012)

WebPUM : a web-based recommendation system to predict user future movements.
by: Jalali, Mehrdad, et al.
Published: (2010)

Web 2.0 technologies in education
by: Chan She Ping, Christina, et al.
Published: (2010)

A Web-Based Recommendation System To Predict User Movements Through Web Usage Mining
by: Jalali, Mehrdad
Published: (2009)

The Awareness and Knowledge of Web 2.0 Technologies in Education: An Australian Perspective
by: Chan She Ping, Christina, et al.
Published: (2011)

A blogging good time? The use of blogs as a reflective learning and feedback tool for final year public relations students
by: Wolf, Katharina
Published: (2008)

Tim O'Reilly and Web 2.0: The economics of memetic liberty and control
by: Allen, Matthew
Published: (2009)

Pamela Anderson and Web 2.0: Adapting to change and changing the world, one tweet at a time
by: Raphael, Jackie
Published: (2013)

Web user navigation pattern mining approach based on graph partitioning algorithm.
by: Jalali, Mehrdad, et al.
Published: (2008)

Ecosystem-based theoretical models for learning in environments of the 21st century
by: Gütl, C., et al.
Published: (2008)

Towards a RESTful service ecosystem
by: Lanthaler, M., et al.
Published: (2010)

Alternative approach to tree-structured web log representation and mining
by: Hadzic, Fedja, et al.
Published: (2011)

Towards greater flexibility in the learning ecosystem - promises and obstacles of service composition for learning environments
by: Chang, Vanessa, et al.
Published: (2009)

Detecting collusive spamming activities in community question answering
by: Liu, Yuli, et al.
Published: (2017)

An investigation into how Web 2.0 can be harnessed to create value for the customer and enterprise, both in the present and the near future
by: Vijayaratnam, Niko Alistair
Published: (2007)

Expectation maximization clustering algorithm for user modeling in web usage mining system
by: Mustapha, Norwati, et al.
Published: (2009)

A modified π rough k-means algorithm for web page recommendation system
by: Zidane, Khaled Ali Othman
Published: (2018)

Rule-Based On-the-fly Web Spambot Detection Using Action Strings
by: Hayati, Pedram, et al.
Published: (2010)

Authentic assessment and the Internet: contributions within knowledge networks
by: Allen, Matthew
Published: (2009)