Title
The classification of hackers by knowledge exchange behaviors
Abstract
This paper examines messages posted in a hacker forum and constructs four user profiles based on the observed behavior patterns. It starts with the development of an automated forum post classification system to understand the knowledge transfer pattern exhibited by each user over time. Two patterns, knowledge acquisition and knowledge provision, are noted to be particularly informative. Based on these two and other user characteristics, user profiles are classified into four types: guru hackers, casual hackers, learning hackers, and novice hackers. Guru hackers are knowledgeable and respectable. They usually share ideas and advice with others. Casual hackers tend to act as observers. They can be skilled hackers who show interest mainly in deriving usable information from the forum. Learning hackers are also expert hackers who utilize the forum basically for learning. They actively seek knowledge and tend to share more of it over time. Novice hackers are new learners who typically join the forum for a short period. Overall, it is found that hacker communities very much represent learning communities where meritocracy is in place.
Year
DOI
Venue
2015
10.1007/s10796-015-9567-0
Information Systems Frontiers
Keywords
Field
DocType
Hacker,Hacker profile,Knowledge transfer,Online learning,Hacker ecosystem
USable,Online learning,World Wide Web,Computer science,Knowledge transfer,Hacker,Meritocracy,Casual,Knowledge acquisition,Learning community
Journal
Volume
Issue
ISSN
17
6
1387-3326
Citations 
PageRank 
References 
7
0.58
17
Authors
4
Name
Order
Citations
PageRank
Xiong Zhang194.35
Alex Tsang270.58
Wei Thoo Yue3516.14
Michael Chau4147197.79