Foreword |
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v | |
Preface |
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vii | |
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The Knowledge Grid Methodology |
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Towards the Next-Generation Web |
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2 | (2) |
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Challenges and Opportunities |
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4 | (1) |
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Towards the Knowledge Grid |
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5 | (7) |
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6 | (1) |
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6 | (1) |
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7 | (1) |
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8 | (4) |
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12 | (3) |
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15 | (1) |
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16 | (7) |
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The theory of dissipative structure |
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16 | (1) |
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17 | (1) |
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The hypercycle --- a principle of natural self-organization |
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18 | (2) |
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Principles and strategies |
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20 | (3) |
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23 | (2) |
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Definition, Characteristics and Strategies of the Knowledge Grid |
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25 | (13) |
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25 | (2) |
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27 | (1) |
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Distinctive characteristics of the Knowledge Grid |
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28 | (1) |
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The Knowledge Grid's general research issues |
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29 | (1) |
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Difference between the Web and the Knowledge Grid |
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30 | (1) |
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The technological basis of the Knowledge Grid |
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31 | (1) |
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The dream and the strategy |
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32 | (6) |
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38 | (2) |
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40 | (5) |
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45 | (2) |
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An Algebraic Model of the SLN |
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47 | (5) |
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52 | (5) |
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The normal forms of an SLN |
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52 | (1) |
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53 | (4) |
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Criteria, Constraints and Integrity |
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57 | (4) |
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57 | (1) |
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Constraints and integrity |
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58 | (1) |
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Browsing, execution and reasoning |
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59 | (1) |
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59 | (1) |
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60 | (1) |
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61 | (4) |
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Hyperlink network ranking |
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61 | (1) |
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62 | (1) |
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62 | (3) |
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SLN Operations Implementation |
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65 | (6) |
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65 | (3) |
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68 | (2) |
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70 | (1) |
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SLN-based Analogical Reasoning |
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71 | (8) |
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Analogical reasoning modes |
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72 | (4) |
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Process and algorithm of analogical reasoning |
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76 | (2) |
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Comparing reasoning and rank |
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78 | (1) |
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79 | (7) |
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Representation of a dynamic semantic link |
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80 | (1) |
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Advantages of the dynamic semantic link |
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80 | (1) |
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Constraints on semantic link change |
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81 | (1) |
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Dynamic semantic link reasoning |
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82 | (1) |
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83 | (1) |
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A dynamic semantic browser |
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84 | (2) |
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86 | (4) |
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86 | (2) |
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Abstraction, epistemology and ontology |
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88 | (2) |
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Application 1: SLN-based Image Retrieval |
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90 | (4) |
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Application 2: Active Document Framework (ADF) |
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94 | (2) |
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96 | (3) |
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99 | (1) |
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The Resource Space Model (RSM) |
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100 | (8) |
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100 | (4) |
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104 | (4) |
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Criteria for Designing Resource Spaces |
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108 | (2) |
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Designing Resource Spaces |
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110 | (1) |
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Representation of Resource Semantics |
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111 | (1) |
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The Resource Using Mechanism (RUM) |
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112 | (3) |
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115 | (4) |
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Extension of the Resource Space Model |
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119 | (10) |
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Formalizing resource space |
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119 | (1) |
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Resource space schemas and normal forms |
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120 | (6) |
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Topological properties of resource spaces |
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126 | (3) |
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Integrity Constraint for the Resource Space Model |
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129 | (12) |
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Entity integrity constraints |
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129 | (4) |
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The membership integrity constraint |
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133 | (1) |
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Referential integrity constraints |
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134 | (4) |
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User-defined integrity constraints |
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138 | (3) |
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The Single Semantic Image |
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Combining the SLN and the Resource Space Model |
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141 | (2) |
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143 | (2) |
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The Single Semantic Image Query Language |
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145 | (3) |
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SSeIQL Syntax Specification |
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148 | (9) |
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Syntax for resource space definition |
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148 | (2) |
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Multiple resource space manipulation |
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150 | (3) |
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153 | (2) |
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155 | (1) |
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155 | (2) |
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The Programming Environment |
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157 | (2) |
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159 | (1) |
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The Single Semantic Image Browser |
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160 | (6) |
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166 | (2) |
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The SSeI in a Peer-to-Peer Semantic Link Network |
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168 | (4) |
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SSeI's Hierarchy, Time and Epistemology |
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172 | (2) |
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174 | (2) |
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A Knowledge Flow Process Model |
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176 | (2) |
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Peer-to-Peer Knowledge Sharing |
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178 | (2) |
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180 | (2) |
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Knowledge Flow Principles |
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182 | (2) |
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Computational Model of Knowledge Intensity |
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184 | (4) |
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Computing knowledge intensity in a closed environment |
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184 | (2) |
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Computing knowledge intensity in an open environment |
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186 | (1) |
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Knowledge intensity evaluation |
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187 | (1) |
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188 | (2) |
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Knowledge Flow Network Planning |
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190 | (4) |
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Composition operations and principles |
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190 | (2) |
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Knowledge flow network components |
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192 | (1) |
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The team organization principle |
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193 | (1) |
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Resource-Mediated Knowledge Flows |
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194 | (2) |
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Exploring Scale-Free Network |
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196 | (2) |
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The Topologies of Some Real Networks |
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198 | (13) |
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199 | (2) |
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201 | (2) |
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Networks of citations of scientific papers |
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203 | (2) |
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Networks of collaboration |
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205 | (3) |
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Networks of human language |
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208 | (2) |
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210 | (1) |
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211 | (2) |
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213 | (3) |
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Modeling Measures for Live Scale-Free Networks |
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216 | (14) |
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The Barabasi-Albert model |
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216 | (2) |
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Generalizations of the Barabasi-Albert model |
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218 | (1) |
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218 | (2) |
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220 | (1) |
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The idea of random fraction for Web growth |
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221 | (1) |
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The Krapivsky-Redner model |
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222 | (2) |
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224 | (2) |
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An example from software engineering |
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226 | (1) |
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Other growth models with constraints |
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226 | (1) |
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227 | (1) |
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227 | (1) |
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228 | (1) |
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Age or cost constrained networks |
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229 | (1) |
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Modeling Actual Scale-Free Network |
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230 | (23) |
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An urn transfer model for a live scale-free network |
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233 | (5) |
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A directed evolving graph for a live scale-free network |
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238 | (5) |
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243 | (4) |
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Further consideration and comparisons |
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247 | (3) |
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250 | (3) |
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253 | (2) |
Bibliography |
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255 | (8) |
Index |
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263 | |