Analyzing social networks:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne
Sage
2018
|
| Ausgabe: | 2nd edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xix, 363 Seiten Illustrationen, Diagramme |
| ISBN: | 9781526404107 9781526404091 |
Internformat
MARC
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| 100 | 1 | |a Borgatti, Stephen P. |d 1956- |e Verfasser |0 (DE-588)1035396157 |4 aut | |
| 245 | 1 | 0 | |a Analyzing social networks |c Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson |
| 250 | |a 2nd edition | ||
| 264 | 1 | |a Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne |b Sage |c 2018 | |
| 300 | |a xix, 363 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Social networks | |
| 650 | 0 | 7 | |a Netzwerkanalyse |g Soziologie |0 (DE-588)4205975-6 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
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| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Everett, Martin G. |e Verfasser |0 (DE-588)1035396300 |4 aut | |
| 700 | 1 | |a Johnson, Jeffrey C. |e Verfasser |0 (DE-588)1035795310 |4 aut | |
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| 259 | |a 2 | ||
Datensatz im Suchindex
| _version_ | 1804177376341393408 |
|---|---|
| adam_text | Contents
Acknowledgements xiii
Preface xv
Online resources xix
1 Introduction 1
1.1 Why networks? 1
1.2 What are networks? 2
1.3 Types of relations 4
1.4 Goals of analysis 7
1.5 Network variables as explanatory variables 8
1.6 Network variables as outcome variables 10
1.7 Summary 11
1.8 Problems and Exercises 11
2 Mathematical Foundations 13
2.1 Introduction 13
2.2 Graphs 13
2.3 Paths and components 16
2.4 Adjacency matrices 20
2.5 Ways and modes 22
2.6 Matrix products 24
2.7 Summary 25
2.8 Problems and Exercises 25
3 Research Design 29
3.1 Introduction 29
3.2 Experiments and field studies 30
3.3 Whole-network and personal-network research designs 33
3.4 Sources of network data 34
3.5 Types of nodes and types of ties 35
VII
VIII
Analyzing Social Networks
3.6 Actor attributes 38
3.7 Sampling and bounding 38
3.8 Sources of data reliability and validity issues 41
3.9 Ethical considerations 46
3.10 Summary 49
3.11 Problems and Exercises 49
4 Data Collection 51
4.1 Introduction 51
4.2 Network questions 52
4.3 Question formats 54
4.4 Interviewee burden 60
4.5 Data collection and reliability 61
4.6 Archival data collection 63
4.7 Data from electronic sources 66
4.8 Summary 70
4.9 Problems and Exercises 70
5 Data Management 71
5.1 Introduction 71
5.2 Data import 71
5.3 Cleaning network data 79
5.4 Data transformation 80
5.5 Normalization 92
5.6 Cognitive social structure data 93
5.7 Matching attributes and networks 94
5.8 Converting attributes to matrices 96
5.9 Data export 98
5.10 Summary 99
5.11 Problems and Exercises 99
6 Multivariate Techniques Used in Network Analysis 103
6.1 Introduction 103
6.2 Multidimensional scaling 103
6.3 Correspondence analysis 106
6.4 Hierarchical clustering 110
6.5 Summary 113
6.6 Problems and Exercises 113
Contents
SX
7 Visualization 115
7.1 Introduction 115
7.2 Layout 116
7.3 Embedding node attributes 121
7.4 Node filtering 122
7.5 Ego networks 123
7.6 Embedding tie characteristics 126
7.7 Visualizing network change 132
7.8 Exporting visualizations 138
7.9 Closing comments 139
7.10 Summary 139
7.11 Problems and Exercises 140
8 Testing Hypotheses 143
8.1 Introduction 143
8.2 Permutation tests 144
8.3 Dyadic hypotheses 147
8.4 Mixed dyadic-monadic hypotheses 152
8.5 Node-level hypotheses 157
8.6 Whole-network hypotheses 158
8.7 Exponential random graph models 159
8.8 Stochastic actor-oriented models (SAOMs) 166
8.9 Summary 169
8.10 Problems and Exercises 169
9 Characterizing Whole Networks 173
9.1 Introduction 173
9.2 Cohesion 174
9.3 Reciprocity 179
9.4 Transitivity and the clustering coefficient 179
9.5 Triad census 181
9.6 Centralization and core-periphery indices 184
9.7 Summary 186
9.8 Problems and Exercises 186
10 Centrality 189
10.1 Introduction 189
10.2 Basic concept 190
X
Analyzing Social Networks
10.3 Undirected, non-valued networks 191
10.4 Directed, non-valued networks 202
10.5 Valued networks 206
10.6 Negative tie networks 206
10.7 Summary 208
10.8 Problems and Exercises 208
11 Subgroups 211
11.1 Introduction 211
11.2 Cliques 213
11.3 Girvan-Newman algorithm 221
11.4 Factions and modularity optimization 223
11.5 Directed and valued data 228
11.6 Computational considerations 230
11.7 Performing a cohesive subgraph analysis 231
11.8 Supplementary material 236
11.9 Summary 237
11.10 Problems and Exercises 237
12 Equivalence 239
12.1 Introduction 239
12.2 Structural equivalence 240
12.3 Profile similarity 243
12.4 Blockmodels 248
12.5 The direct method 251
12.6 Regular equivalence 253
12.7 The REGE algorithm 255
12.8 Core-periphery models 258
12.9 Summary 264
12.10 Problems and Exercises 264
13 Analyzing Two-mode Data 267
13.1 Introduction 267
13.2 Converting to one-mode data 269
13.3 Converting valued two-mode matrices to one-mode 275
13.4 Bipartite networks 275
13.5 Cohesive subgroups and community detection 278
13.6 Core-periphery models 280
13.7 Equivalence 282
Contents
13.8 Summary 286
13.9 Problems and Exercises 286
14 Large Networks 289
14.1 Introduction 289
14.2 Reducing the size of the problem 290
14.3 Choosing appropriate methods 296
14.4 Sampling 300
14.5 Small-world and scale-free networks 302
14.6 Summary 303
14.7 Problems and Exercises 304
15 Ego Networks 305
15.1 Introduction 305
15.2 Personal-network data collection 307
15.3 Analyzing ego network data 314
15.4 Example 1 of an ego network study 322
15.5 Example 2 of an ego network study 326
15.6 Summary 328
15.7 Problems and Exercises 329
Glossary 331
References 349
Index 357
|
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| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 302 - Social interaction |
| dewey-raw | 302.3 |
| dewey-search | 302.3 |
| dewey-sort | 3302.3 |
| dewey-tens | 300 - Social sciences |
| discipline | Allgemeines Soziologie |
| edition | 2nd edition |
| format | Book |
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| spelling | Borgatti, Stephen P. 1956- Verfasser (DE-588)1035396157 aut Analyzing social networks Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson 2nd edition Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne Sage 2018 xix, 363 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Social networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Netzwerkanalyse Soziologie (DE-588)4205975-6 s DE-604 Everett, Martin G. Verfasser (DE-588)1035396300 aut Johnson, Jeffrey C. Verfasser (DE-588)1035795310 aut Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029631352&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 2 |
| spellingShingle | Borgatti, Stephen P. 1956- Everett, Martin G. Johnson, Jeffrey C. Analyzing social networks Social networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd |
| subject_GND | (DE-588)4205975-6 (DE-588)4123623-3 |
| title | Analyzing social networks |
| title_auth | Analyzing social networks |
| title_exact_search | Analyzing social networks |
| title_full | Analyzing social networks Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson |
| title_fullStr | Analyzing social networks Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson |
| title_full_unstemmed | Analyzing social networks Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson |
| title_short | Analyzing social networks |
| title_sort | analyzing social networks |
| topic | Social networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd |
| topic_facet | Social networks Netzwerkanalyse Soziologie Lehrbuch |
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