The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Göteborg
Valfrid
2005
|
| Schriftenreihe: | Publications from Valfrid
30 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Göteborg, Univ., Diss., 2005 |
| Beschreibung: | 216 S. graph. Darst. |
| ISBN: | 9189416120 |
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| 245 | 1 | 0 | |a The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |c Bo Jarneving |
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| 490 | 1 | |a Publications from Valfrid |v 30 | |
| 500 | |a Göteborg, Univ., Diss., 2005 | ||
| 650 | 4 | |a Bibliometrics | |
| 650 | 4 | |a Cluster analysis | |
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Datensatz im Suchindex
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|---|---|
| adam_text | TABLE OF CONTENTS
Chapter 1 Introduction 11
Chapter 2 The Theoretical Framework 15
1. Central Concepts lji
1.1 Citation indexing 15
1.2 Citation analysis 16
1.2.1 Basic assumptions underlying citation
analysis 17
1.2.2 Problems of citation data and sources 19
1.2.3 Citation based science mapping 21
1.3 Mathematical concepts and definitions 23
1.4 Classification and cluster analysis 25
1.4.1 Cluster analytical methods 26
1.4.2 Motives for the choice of the complete
link cluster method 29
2. Previous Research 3J_
2.1 Bibliographic coupling 31
2.2 Cocitation analysis 36
3. Summary and Foundation for the Research Design 43
3.1 Origination of methods and direction of
development 43
3.2 Comparison of properties of methods 43
3.3 Presumed general problems of citation based
document mapping 44
3.4 Methods of partition 46
3.5 A foundation for the research design 48
Chapter 3 Rationale and Research Design 50
1. Research Settings 50
2. Rationale and Research Questions 50
2.1 Cases 1 to 3 51
2.2 Case 4 52
Chapter 4 Methods and Data 56
1. The Basic Components of the Proposed Method 56
1.1 Measurement of proximity 56
1.2 Application of the complete link cluster method 58
1.3 Application of the between groups average
cluster method 61
1.4 Comparison of cluster methods 61
2. Methods of Evaluation 64
2.1 The Qualitative assessment of cluster
compositions 64
2.2 The Quantitative assessment of cluster
compositions 65
2.3 Comparison of partitions with regard to Cases
1 to 3 66
2.4 The intellectual manual partitions generated by
the field experts 68
2.5 Visualization of partitions 68
3. Data Selection, Threshold Setting and Features of Final
Populations 69
3.1 Thresholds and observation period 69
3.2 Research Settings 73
3.2.1 Case 1 73
3.2.2 Case 2 74
3.2.3 Case 3 75
3.2.4 Case 4 76
Chapter 5 Findings 78
1. Case 1: Scientometrics _78
1.1 Clusters generated by the complete link cluster
Method 78
1.1.1 Coherence and separation 78
1.2 Clusters generated by the field expert 80
1.2.1 The partition 80
1.2.2 Coherence and separation 81
1.3 Analysis and comparison of partitions 83
1.3.1 The coherence of clusters 83
1.3.2 The separation between clusters 83
1.3.3 The concentration of articles to clusters 83
1.3.4 The qualitative assessment of cluster
compositions 83
1.4 The field expert s evaluation 84
1.5 Summary of findings in Case 1 84
2. Case 2: Organic Chemistry 87
2.1 Clusters generated by the complete link cluster
2.1.1 Coherence and separation 87
2.2 Core documents a microanalysis 89
2.3 Clusters generated by the field expert 89
2.3.1 The partition 89
2.3.2 Coherence and separation 91
2.4 Analysis and comparison of partitions 93
2.4.1 The coherence of clusters 93
2.4.2 The separation between clusters 93
2.4.3 The concentration of articles to clusters 93
2.4.4 The qualitative assessment of cluster
compositions 94
2.5 The field expert s evaluation 94
2.6 Summary of findings in Case 2 96
3. Case 3: Pure Applied Mathematics 99
3.1 Clusters generated by the complete link cluster
method 99
3.1.1 Coherence and separation 99
3.2 Clusters generated by the field expert 101
3.2.1 The partition 101
3.2.2 Coherence and separation 103
3.3 Analysis and comparison of partitions 105
3.3.1 The coherence of clusters 105
3.3.2 The separation between clusters 105
3.3.3 The concentration of articles to clusters 105
3.3.4 The qualitative assessment of cluster
compositions 105
3.4 The field expert s evaluation 106
3.5 Summary of findings in Case 3 106
4. Case 4: Core Documents K)9
4.1 The first fusion level Cl clusters 110
4.1.1 Clusters and cluster sizes 110
4.1.2 Coherence and separation 111
4.1.3 Example of cluster fusion on the C1 level 113
4.2 The second fusion level C2 clusters 116
4.2.1 Clusters and cluster sizes 116
4.2.2 Coherence and separation 117
4.2.3 Example of cluster fusion on the C2 level 119
4.3 The third fusion level C3 clusters 122
4.3.1 Clusters and cluster sizes 122
4.3.2 Coherence and separation 123
4.3.3 Example of cluster fusion on the C3 level 125
4.4 Field Experts evaluations of 4 cases of iterated
Clustering 134
4.4.1 Cluster C3/12: Human genetics and
disease 134
4.4.2 Cluster C3/19: Chemistry 136
4.4.3 Cluster C3/27: Bose Einstein
Condensation 139
4.4.4 Cluster C3/29: Carbon Nano Tubes 141
4.5 The expansion of C1 clusters 144
4.6 Summary 149
Chapter 6 Discussion and Conclusions 151
1. Discussion 151
1.1 Caseslto3 151
1.1.1 The relevance of clusters generated by the
complete link cluster method 151
1.1.2 The extent and nature of deviations between
results generated by the complete link
cluster method and results generated by
Intellectual manual partitions 151
1.1.3 A commentary on and comparison of
methods of partition 153
1.1.4 The effects of threshold settings and method
of partition on the original populations of
research articles 154
1.1.5 Implications of findings 156
1.2 Case4 157
1.2.1 The extent of fragmentation imposed by the
applied method 157
1.2.2 The impact of iterated clustering on the
overall cluster structure 157
1.2.3 The optimal level of cluster fusion 157
1.2.4 Implications of findings 158
1.3 Reflections on findings in relation to previous
research 158
2. Conclusions 160
References 163
Appendix 1 Equations 167
Appendix 2 Bibliographie descriptions of clusters with a size 3 in Case 1 171
Appendix 3 The comparison oftwo partitions in Case 1 176
Appendix 4 Bibliographie descriptions of clusters with a size 3 in Case 2 178
Appendix 5 The comparison oftwo partitions in Case 2 197
Appendix 6 Bibliographie descriptions of core document clusters in Case 2 201
Appendix 7 Bibliographie descriptions of clusters with a size 3 in Case 3 204
Appendix 8 The comparison oftwo partitions in Case 3 214
|
| adam_txt |
TABLE OF CONTENTS
Chapter 1 Introduction 11
Chapter 2 The Theoretical Framework 15
1. Central Concepts lji
1.1 Citation indexing 15
1.2 Citation analysis 16
1.2.1 Basic assumptions underlying citation
analysis 17
1.2.2 Problems of citation data and sources 19
1.2.3 Citation based science mapping 21
1.3 Mathematical concepts and definitions 23
1.4 Classification and cluster analysis 25
1.4.1 Cluster analytical methods 26
1.4.2 Motives for the choice of the complete
link cluster method 29
2. Previous Research 3J_
2.1 Bibliographic coupling 31
2.2 Cocitation analysis 36
3. Summary and Foundation for the Research Design 43
3.1 Origination of methods and direction of
development 43
3.2 Comparison of properties of methods 43
3.3 Presumed general problems of citation based
document mapping 44
3.4 Methods of partition 46
3.5 A foundation for the research design 48
Chapter 3 Rationale and Research Design 50
1. Research Settings 50
2. Rationale and Research Questions 50
2.1 Cases 1 to 3 51
2.2 Case 4 52
Chapter 4 Methods and Data 56
1. The Basic Components of the Proposed Method 56
1.1 Measurement of proximity 56
1.2 Application of the complete link cluster method 58
1.3 Application of the between groups average
cluster method 61
1.4 Comparison of cluster methods 61
2. Methods of Evaluation 64
2.1 The Qualitative assessment of cluster
compositions 64
2.2 The Quantitative assessment of cluster
compositions 65
2.3 Comparison of partitions with regard to Cases
1 to 3 66
2.4 The intellectual manual partitions generated by
the field experts 68
2.5 Visualization of partitions 68
3. Data Selection, Threshold Setting and Features of Final
Populations 69
3.1 Thresholds and observation period 69
3.2 Research Settings 73
3.2.1 Case 1 73
3.2.2 Case 2 74
3.2.3 Case 3 75
3.2.4 Case 4 76
Chapter 5 Findings 78
1. Case 1: Scientometrics _78
1.1 Clusters generated by the complete link cluster
Method 78
1.1.1 Coherence and separation 78
1.2 Clusters generated by the field expert 80
1.2.1 The partition 80
1.2.2 Coherence and separation 81
1.3 Analysis and comparison of partitions 83
1.3.1 The coherence of clusters 83
1.3.2 The separation between clusters 83
1.3.3 The concentration of articles to clusters 83
1.3.4 The qualitative assessment of cluster
compositions 83
1.4 The field expert's evaluation 84
1.5 Summary of findings in Case 1 84
2. Case 2: Organic Chemistry 87
2.1 Clusters generated by the complete link cluster
2.1.1 Coherence and separation 87
2.2 Core documents a microanalysis 89
2.3 Clusters generated by the field expert 89
2.3.1 The partition 89
2.3.2 Coherence and separation 91
2.4 Analysis and comparison of partitions 93
2.4.1 The coherence of clusters 93
2.4.2 The separation between clusters 93
2.4.3 The concentration of articles to clusters 93
2.4.4 The qualitative assessment of cluster
compositions 94
2.5 The field expert's evaluation 94
2.6 Summary of findings in Case 2 96
3. Case 3: Pure Applied Mathematics 99
3.1 Clusters generated by the complete link cluster
method 99
3.1.1 Coherence and separation 99
3.2 Clusters generated by the field expert 101
3.2.1 The partition 101
3.2.2 Coherence and separation 103
3.3 Analysis and comparison of partitions 105
3.3.1 The coherence of clusters 105
3.3.2 The separation between clusters 105
3.3.3 The concentration of articles to clusters 105
3.3.4 The qualitative assessment of cluster
compositions 105
3.4 The field expert's evaluation 106
3.5 Summary of findings in Case 3 106
4. Case 4: Core Documents K)9
4.1 The first fusion level Cl clusters 110
4.1.1 Clusters and cluster sizes 110
4.1.2 Coherence and separation 111
4.1.3 Example of cluster fusion on the C1 level 113
4.2 The second fusion level C2 clusters 116
4.2.1 Clusters and cluster sizes 116
4.2.2 Coherence and separation 117
4.2.3 Example of cluster fusion on the C2 level 119
4.3 The third fusion level C3 clusters 122
4.3.1 Clusters and cluster sizes 122
4.3.2 Coherence and separation 123
4.3.3 Example of cluster fusion on the C3 level 125
4.4 Field Experts' evaluations of 4 cases of iterated
Clustering 134
4.4.1 Cluster C3/12: "Human genetics and
disease"' 134
4.4.2 Cluster C3/19: "Chemistry" 136
4.4.3 Cluster C3/27: "Bose Einstein
Condensation" 139
4.4.4 Cluster C3/29: "Carbon Nano Tubes"' 141
4.5 The expansion of C1 clusters 144
4.6 Summary 149
Chapter 6 Discussion and Conclusions 151
1. Discussion 151
1.1 Caseslto3 151
1.1.1 The relevance of clusters generated by the
complete link cluster method 151
1.1.2 The extent and nature of deviations between
results generated by the complete link
cluster method and results generated by
Intellectual manual partitions 151
1.1.3 A commentary on and comparison of
methods of partition 153
1.1.4 The effects of threshold settings and method
of partition on the original populations of
research articles 154
1.1.5 Implications of findings 156
1.2 Case4 157
1.2.1 The extent of fragmentation imposed by the
applied method 157
1.2.2 The impact of iterated clustering on the
overall cluster structure 157
1.2.3 The optimal level of cluster fusion 157
1.2.4 Implications of findings 158
1.3 Reflections on findings in relation to previous
research 158
2. Conclusions 160
References 163
Appendix 1 Equations 167
Appendix 2 Bibliographie descriptions of clusters with a size 3 in Case 1 171
Appendix 3 The comparison oftwo partitions in Case 1 176
Appendix 4 Bibliographie descriptions of clusters with a size 3 in Case 2 178
Appendix 5 The comparison oftwo partitions in Case 2 197
Appendix 6 Bibliographie descriptions of core document clusters in Case 2 201
Appendix 7 Bibliographie descriptions of clusters with a size 3 in Case 3 204
Appendix 8 The comparison oftwo partitions in Case 3 214 |
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| spelling | Jarneving, Bo Verfasser aut The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping Bo Jarneving Göteborg Valfrid 2005 216 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Publications from Valfrid 30 Göteborg, Univ., Diss., 2005 Bibliometrics Cluster analysis Wissenschaftsbewertung (DE-588)4190110-1 gnd rswk-swf Bibliometrie (DE-588)4145244-6 gnd rswk-swf Zitatenanalyse (DE-588)4319296-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Bibliometrie (DE-588)4145244-6 s DE-604 Wissenschaftsbewertung (DE-588)4190110-1 s Zitatenanalyse (DE-588)4319296-8 s 1\p DE-604 Publications from Valfrid 30 (DE-604)BV010976203 30 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014822310&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Jarneving, Bo The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping Publications from Valfrid Bibliometrics Cluster analysis Wissenschaftsbewertung (DE-588)4190110-1 gnd Bibliometrie (DE-588)4145244-6 gnd Zitatenanalyse (DE-588)4319296-8 gnd |
| subject_GND | (DE-588)4190110-1 (DE-588)4145244-6 (DE-588)4319296-8 (DE-588)4113937-9 |
| title | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| title_auth | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| title_exact_search | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| title_exact_search_txtP | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| title_full | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping Bo Jarneving |
| title_fullStr | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping Bo Jarneving |
| title_full_unstemmed | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping Bo Jarneving |
| title_short | The combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| title_sort | the combined application of bibliographic coupling and the complete link cluster method in bibliometric science mapping |
| topic | Bibliometrics Cluster analysis Wissenschaftsbewertung (DE-588)4190110-1 gnd Bibliometrie (DE-588)4145244-6 gnd Zitatenanalyse (DE-588)4319296-8 gnd |
| topic_facet | Bibliometrics Cluster analysis Wissenschaftsbewertung Bibliometrie Zitatenanalyse Hochschulschrift |
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