Networks, Crowds, and Markets:
Reasoning about a Highly Connected World


     David Easley                  Jon Kleinberg...
2
Contents

1 Overview                                                                                                      ...
4                                                                                                 CONTENTS

     5.4   A W...
CONTENTS                                                                                                                  ...
6                                                                                           CONTENTS

14 Link Analysis and...
CONTENTS                                                                                                                  ...
8                                                                                                                       CO...
Chapter 1

Overview


    Over the past decade there has been a growing public fascination with the complex
“connectedness...
10                                                                                           CHAPTER 1. OVERVIEW


       ...
1.1. ASPECTS OF NETWORKS                                                                    11




Figure 1.2: Social netw...
12                                                                       CHAPTER 1. OVERVIEW




Figure 1.3: The network o...
1.1. ASPECTS OF NETWORKS                                                                      13




Figure 1.4: The links...
14                                                              CHAPTER 1. OVERVIEW


                      Search volume ...
1.1. ASPECTS OF NETWORKS                                                                   15


           Search volume f...
16                                                                                           CHAPTER 1. OVERVIEW


       ...
1.2. CENTRAL THEMES AND TOPICS                                                               17

in settings where outcome...
18                                                               CHAPTER 1. OVERVIEW




Figure 1.8: In a network represen...
1.2. CENTRAL THEMES AND TOPICS                                                                   19




Figure   1.9:     ...
20                                                               CHAPTER 1. OVERVIEW

in that it provides no individual wi...
1.2. CENTRAL THEMES AND TOPICS                                                                21

which turn out to closel...
22                                                               CHAPTER 1. OVERVIEW




Figure 1.10: Cascading adoption o...
1.2. CENTRAL THEMES AND TOPICS                                                               23

ways on a mixture of priv...
24                                                              CHAPTER 1. OVERVIEW




Figure 1.11: When people are influe...
1.2. CENTRAL THEMES AND TOPICS                                                            25




Figure 1.12: The spread o...
26                                                                          CHAPTER 1. OVERVIEW


  100

     90

     80
...
1.2. CENTRAL THEMES AND TOPICS                                                             27

prediction markets that use...
28                                                           CHAPTER 1. OVERVIEW

and reasoning about mathematical models,...
Part I

Graph Theory and Social Networks




               29
Chapter 2

Graphs

    In this first part of the book we develop some of the basic ideas behind graph theory,
the study of ...
32                                                                   CHAPTER 2. GRAPHS



                     A          ...
2.2. PATHS AND CONNECTIVITY                                                                33




Figure 2.2: A network de...
34                                                                   CHAPTER 2. GRAPHS


                  SRI           U...
2.2. PATHS AND CONNECTIVITY                                                                                   35




     ...
36                                                                    CHAPTER 2. GRAPHS



                               ...
2.2. PATHS AND CONNECTIVITY                                                               37




Figure 2.6: The collabora...
38                                                                   CHAPTER 2. GRAPHS

(ii) are necessary to formalize th...
2.2. PATHS AND CONNECTIVITY                                                               39

component you inhabit seems ...
40                                                                  CHAPTER 2. GRAPHS




Figure 2.7: A network in which t...
2.3. DISTANCE AND BREADTH-FIRST SEARCH                                                         41



                     ...
42                                                                  CHAPTER 2. GRAPHS


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Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
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Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
Networks, Crowds and Markets, Reasoning about a Highly Connected World - D. Easley, J. Kleinberg - 2009
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