%PDF-1.5 % 1 0 obj << /S /GoTo /D (chapter*.1) >> endobj 4 0 obj (Statement of Originality) endobj 5 0 obj << /S /GoTo /D (chapter*.2) >> endobj 8 0 obj (Dedication) endobj 9 0 obj << /S /GoTo /D (chapter*.3) >> endobj 12 0 obj (Acknowledgements) endobj 13 0 obj << /S /GoTo /D (chapter*.4) >> endobj 16 0 obj (DISSERTATION EXAMINERS:) endobj 17 0 obj << /S /GoTo /D (chapter*.5) >> endobj 20 0 obj (Abstract) endobj 21 0 obj << /S /GoTo /D (chapter*.7) >> endobj 24 0 obj (List of Figures) endobj 25 0 obj << /S /GoTo /D (chapter*.8) >> endobj 28 0 obj (List of Tables) endobj 29 0 obj << /S /GoTo /D (chapter.1) >> endobj 32 0 obj (1 Introduction) endobj 33 0 obj << /S /GoTo /D (section.1.1) >> endobj 36 0 obj (1.1 Key Research Issues and Contributions Overview) endobj 37 0 obj << /S /GoTo /D (chapter.2) >> endobj 40 0 obj (2 Background and State-of-the-Art) endobj 41 0 obj << /S /GoTo /D (section.2.1) >> endobj 44 0 obj (2.1 Influence Maximization) endobj 45 0 obj << /S /GoTo /D (subsection.2.1.1) >> endobj 48 0 obj (2.1.1 Influence Maximization: Effectiveness ) endobj 49 0 obj << /S /GoTo /D (subsection.2.1.2) >> endobj 52 0 obj (2.1.2 Influence Maximization: Efficiency ) endobj 53 0 obj << /S /GoTo /D (subsection.2.1.3) >> endobj 56 0 obj (2.1.3 Influence Maximization: Scalability ) endobj 57 0 obj << /S /GoTo /D (section.2.2) >> endobj 60 0 obj (2.2 Stochastic Diffusion Models) endobj 61 0 obj << /S /GoTo /D (subsection.2.2.1) >> endobj 64 0 obj (2.2.1 Main Progressive Models) endobj 65 0 obj << /S /GoTo /D (section.2.3) >> endobj 68 0 obj (2.3 Social Network Analytics) endobj 69 0 obj << /S /GoTo /D (subsection.2.3.1) >> endobj 72 0 obj (2.3.1 Content Analysis in a Social Network) endobj 73 0 obj << /S /GoTo /D (subsection.2.3.2) >> endobj 76 0 obj (2.3.2 Social activity Analysis in a Social Network) endobj 77 0 obj << /S /GoTo /D (section.2.4) >> endobj 80 0 obj (2.4 Social network analysis of actors' behavior) endobj 81 0 obj << /S /GoTo /D (chapter.3) >> endobj 84 0 obj (3 Proposed Model) endobj 85 0 obj << /S /GoTo /D (section.3.1) >> endobj 88 0 obj (3.1 Constructing Social Personality Graph) endobj 89 0 obj << /S /GoTo /D (section.3.2) >> endobj 92 0 obj (3.2 Personality Aware Influence Maximization) endobj 93 0 obj << /S /GoTo /D (subsection.3.2.1) >> endobj 96 0 obj (3.2.1 First Algorithm: Influence Maximization) endobj 97 0 obj << /S /GoTo /D (subsection.3.2.2) >> endobj 100 0 obj (3.2.2 Second Algorithm: Context Analytics) endobj 101 0 obj << /S /GoTo /D (chapter.4) >> endobj 104 0 obj (4 Experiments and Evaluation) endobj 105 0 obj << /S /GoTo /D (section.4.1) >> endobj 108 0 obj (4.1 Benchmarking Datasets) endobj 109 0 obj << /S /GoTo /D (section.4.2) >> endobj 112 0 obj (4.2 Experiment) endobj 113 0 obj << /S /GoTo /D (chapter.5) >> endobj 116 0 obj (5 Conclusion and Future directions) endobj 117 0 obj << /S /GoTo /D (section.5.1) >> endobj 120 0 obj (5.1 Concluding Remarks) endobj 121 0 obj << /S /GoTo /D (section.5.2) >> endobj 124 0 obj (5.2 Future Directions) endobj 125 0 obj << /S /GoTo /D (appendix.A) >> endobj 128 0 obj (A Appendix) endobj 129 0 obj << /S /GoTo /D (appendix*.14) >> endobj 132 0 obj (List of Symbols) endobj 133 0 obj << /S /GoTo /D (appendix*.15) >> endobj 136 0 obj (References) endobj 137 0 obj << /S /GoTo /D [138 0 R /Fit] >> endobj 143 0 obj << /Length 788 /Filter /FlateDecode >> stream xڥVMO1W䰃[Bj C=D *T;kެv7tpmGG'R1!ڲsh)jeƛkҘf!JpB_TFuIW1qhM]HyRz|.| F!ü ke1A qɴkHJbl|Xbj('#f 5$UJ".DjG=E3ys˴PⲷcQ;w2q";wspur͚2WJ! G@APU(u 2f?{!ƀA&JsCKwݏׇlr|(RҖm-@ۚUHsPWt>P;|5&.dͳlGnmd*2 ^V$Ոlɫ\Je&}uRb;#Due),Tucx$aT4?b,"9n>t,V;'=Ҁ*]e tݞ Cf\-q݂V؟ []O|ZX[pWz%Y36vZY9<4SQ-'8:)I3hAqՠoGFگ8Z>"?.pNĥU2?M['h !i^i)cSRTwi6z`5pMgi,dΫVtj7l\E܋+T_rg > endstream endobj 138 0 obj << /Type /Page /Contents 143 0 R /Resources 142 0 R /MediaBox [0 0 595.276 841.89] /Parent 147 0 R /Annots [ 139 0 R 140 0 R ] >> endobj 141 0 obj << /Type /XObject /Subtype /Form /FormType 1 /PTEX.FileName (./UNIlogos/mqlogo1-eps-converted-to.pdf) /PTEX.PageNumber 1 /PTEX.InfoDict 148 0 R /BBox [0 0 146 150] /Resources << /ProcSet [ /PDF ] /ExtGState << /R7 149 0 R >>>> /Length 7456 /Filter /FlateDecode >> stream x\Il)ќc/-/Z Po3s:HZ'g`>ߏ??oR.m=Ͽ?lRG9