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Table of contents
1 INTRODUCTION
1.1 THE RESEARCH DOMAIN
1.2 AIMS AND OBJECTIVES
1.3 RESEARCH QUESTIONS
1.4 RESEARCH METHODOLOGY
1.4.1 Case study
1.4.2 Online survey
1.4.3 Experimentation
1.5 VALIDITY THREATS
1.6 RELATED WORK
1.6.1 Online Social Networks
1.6.2 Privacy and security of OSNs
1.6.3 Calculating friendship intensity through data mining
1.7 CONTRIBUTIONS
1.7.1 OSN and privacy
1.7.2 Friendship levels prediction
1.8 THESIS OUTLINE
2 ONLINE SOCIAL NETWORKS AND PRIVACY
2.1 INTRODUCTION
2.2 ONLINE SOCIAL NETWORKS
2.2.1 Social Network Analysis
2.3 SOCIAL NETWORK SITES
2.3.1 Features of OSN sites
2.4 OSN AND PRIVACY
2.4.1 Information revelation and user control
2.4.2 Who wants my private data?
2.5 PRIVACY RISKS IN OSNS
2.5.1 Privacy lapses at the social network level
2.5.2 Privacy threats at the application service level
2.6 PRESERVING USER PRIVACY IN OSN
2.6.1 Technical Methods
2.6.2 Market regulations and Government rules
3 USER PRIVACY CONCERNS
3.1 INTRODUCTION
3.2 PRIVACY CONCERNS SURVEY
3.2.1 Methods
3.2.2 Survey results and discussions
3.2.3 Privacy Concerns
3.2.4 Privacy preserving habits
3.2.5 Privacy threats
3.2.6 Concerns over governmental interference
3.2.7 Facebook privacy settings
3.3 SUMMARY OF SURVEY RESULTS
4 FRIENDSHIP INTENSITY CALCULATION
4.1 INTRODUCTION
4.2 FACTORS TO CALCULATE FRIENDSHIP INTENSITY
4.2.1 OSN Interactions
4.2.2 Mutual friends
4.2.3 Profile visits
4.3 FRIENDSHIP INTENSITY USING DATA MINING
4.4 THE EXPERIMENTAL PROCEDURE
4.4.1 Data set
4.4.2 Algorithms
4.4.3 Evaluation
4.5 FRAMEWORK FOR UTILIZING FRIENDSHIP LEVELS
5 CONCLUSIONS AND FUTURE WORK
5.1 CONCLUSIONS
5.2 FUTURE WORK
6 REFERENCES
