Interactive overlays: A new method for generating global journal maps from Web-of-Science data

Journal of Informetrics

Volumn 6, Issue 2, 2012, Pages 318-332

  Leydesdorff, Loet ^a   Rafols, Ismael ^b  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

^b UNIVERSITY OF SUSSEX   (United Kingdom)

Author keywords

Gephi; Journal; Map; Overlay; VOSViewer

Indexed keywords

EID: 84857132319     PISSN: 17511577     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.joi.2011.11.003     Document Type: Article

References (74)

1. Ahlgren P., Jarneving B., Rousseau R. Requirement for a cocitation similarity measure, with special reference to Pearson's correlation coefficient. Journal of the American Society for Information Science and Technology 2003, 54(6):550-560.
2. Bensman S.J Garfield and the impact factor. Annual Review of Information Science and Technology 2007, 41(1):93-155.
3. Blondel V.D, Guillaume J.L., Lambiotte R., Lefebvre E. Fast unfolding of communities in large networks. Journal of Statistical Mechanics 2008, 8(10):10008.
4. Bollen J., Sompel H.V.d., Smith J.A., Luce R. Toward alternative metrics of journal impact: A comparison of download and citation data. Information Processing and Management 2005, 41(6):1419-1440.
5. Borgatti, S. P. (1997). Social Network Analysis Instructional Website, at http://www.analytictech.com/borgatti/mds.htm.
6. Börner K. Part two: The history of science maps 2010, MIT Press, Cambridge, MA.
7. Börner K., Chen C., Boyack K.W. Visualizing knowledge domains. Annual Review of Information Science and Technology 2003, 37(1):179-255.
8. Boyack K.W., Klavans R., Börner K. Mapping the backbone of science. Scientometrics 2005, 64(3):351-374.
9. Burt R.S. Chapter 9: Toward a structural theory of action 1982, Academic Press, New York, etc.
10. Burt R.S. Chapter 1: The social structure of competition 1995, Harvard University Press, Cambridge, MA.
11. Callon M., Courtial J.-P., Turner W.A., Bauin S. From translations to problematic networks: An introduction to co-word analysis. Social Science Information 1983, 22(2):191-235.
12. Chapter 7: Qualitative scientometrics 1986, Macmillan, London. M. Callon, J. Law, A. Rip (Eds.).
13. Carpenter M.P., Narin F. Clustering of scientific journals. Journal of the American Society for Information Science 1973, 24:425-436.
14. Cook K.A., Thomas J.J. Illuminating the path: The research and development agenda for visual analytics 2005, Pacific Northwest National Laboratory (PNNL), Richland, WA (US)o, Document Number.
15. Doreian P. A revised measure of standing of journals in stratified networks. Scientometrics 1986, 11:63-72.
16. Doreian P., Fararo T.J. Structural equivalence in a journal network. Journal of the American Society for Information Science 1985, 36:28-37.
17. Egghe L., Leydesdorff L. The relation between Pearson's correlation coefficient r and Salton's cosine measure. Journal of the American Society for Information Science and Technology 2009, 60(5):1027-1036.
18. Fruchterman T., Reingold E. Graph drawing by force-directed replacement. Software-Practice and Experience 1991, 21:1129-1166.
19. Garfield E. Citation analysis as a tool in journal evaluation. Science 1972, 178(4060):471-479.
20. Gibbons M., Limoges C., Nowotny H., Schwartzman S., Scott P., Trow M. The new production of knowledge: The dynamics of science and research in contemporary societies 1994, Sage, London.
21. Granovetter M.S. The strength of weak ties. American Journal of Sociology 1973, 78(6):1360-1380.
22. Hachul S., Junger M. Drawing large graphs with a potential field based multilevel algorithm (extended abstract). GD'04: Proceedings of the 12th International Symposium on Graph Drawing, Vol. 3383/2005 2005, 285-295. Springer, Berlin, Heidelberg.
23. Hachul S., Jünger M. An experimental comparison of fast algorithms for drawing general large graphs. GD'05: Proceedings of the 13th International Symposium on Graph Drawing, Vol. 3843/2006 2006, 235-250. Springer, Berlin, Heidelberg.
24. Halffman W., Leydesdorff L. Is inequality among universities increasing? Gini coefficients and the elusive rise of elite universities. Minerva 2010, 48(1):55-72.
25. Harel D., Koren Y. Graph drawing by high-dimensional embedding. GD'02: Proceedings of the 10th International Symposium on Graph Drawing 2002, 299-345. Springer, Berlin, Heidelberg.
26. Kamada T., Kawai S. An algorithm for drawing general undirected graphs. Information Processing Letters 1989, 31(1):7-15.
27. Kiss I.Z., Broom M., Craze P.G., Rafols I. Can epidemic models describe the diffusion of topics across disciplines?. Journal of Informetrics 2010, 4(1):74-82.
28. Klavans R., Boyack K.W. Identifying a better measure of relatedness for mapping science. Journal of the American Society for Information Science and Technology 2006, 57(2):251-263.
29. Klavans R., Boyack K. Towards a consensus map of science. Journal of the American Society for Information Science and Technology 2009, 60(3):455-476.
30. Kruskal J.B. Nonmetric multidimensional scaling: A numerical method. Psychometrika 1964, 29(2):115-129.
31. Kruskal J.B., Wish M. Chapter 1: Basic concepts of multidimensional scaling 1978, Sage Publications, Beverly Hills, CA.
32. Latour B. Chapter 5: Tribunals of reason 1987, Open University Press, Milton Keynes.
33. Laudel G., Origgi G. Introduction to a special issue on the assessment of interdisciplinary research. Research Evaluation 2006, 15(1):2-4.
34. Leydesdorff L. The development of frames of references. Scientometrics 1986, 9(3-4):103-125.
35. Leydesdorff L. Various methods for the mapping of science. Scientometrics 1987, 11:291-320.
36. Leydesdorff L. The static and dynamic analysis of network data using information theory. Social Networks 1991, 13(4):301-345.
37. Leydesdorff L. Similarity measures, author cocitation analysis, and information theory. Journal of the American Society for Information Science and Technology 2005, 56(7):769-772.
38. Leydesdorff L. Can scientific journals be classified in terms of aggregated journal-journal citation relations using the journal citation reports?. Journal of the American Society for Information Science and Technology 2006, 57(5):601-613.
39. Leydesdorff L. On the normalization and visualization of author co-citation data: Salton's cosine versus the Jaccard index. Journal of the American Society for Information Science and Technology 2008, 59(1):77-85.
40. Leydesdorff L., Bornmann L. Integrated Impact Indicators (I3) compared with Impact Factors (IFs): An alternative design with policy implications. Journal of the American Society for Information Science and Technology 2011, 62(7):1370-1381.
41. Leydesdorff L., Cozzens S.E., Besselaar P.v.d. Tracking areas of strategic importance using scientometric journal mappings. Research Policy 1994, 23:217-229.
42. Leydesdorff L., Hammarfelt B., Salah A.A.A. The structure of the Arts & Humanities Citation Index: A mapping on the basis of aggregated citations among 1,157 journals. Journal of the American Society for Information Science and Technology 2011, 62(12):2414-2426.
43. Leydesdorff L., Jin B. Mapping the Chinese Science Citation Database in terms of aggregated journal-journal citation relations. Journal of the American Society for Information Science and Technology 2005, 56(14):1469-1479.
44. Leydesdorff L., de Moya-Anegón F., Guerrero-Bate V.P. Journal Maps on the Basis of Scopus Data: A comparison with the Journal Citation Reports of the ISI. Journals of the American Society for Information Science and Technology 2010, 61(2):352-369.
45. Leydesdorff L., Probst C. The delineation of an interdisciplinary specialty in terms of a journal set: The case of communication studies. Journal of the American Society for Information Science and Technology 2009, 60(8):1709-1718.
46. Leydesdorff L., Rafols I. A global map of science based on the ISI subject categories. Journal of the American Society for Information Science and Technology 2009, 60(2):348-362.
47. Leydesdorff L., Rafols I. Indicators of the interdisciplinarity of journals: Diversity, centrality, and citations. Journal of Informetrics 2011, 5(1):87-100.
48. Leydesdorff L., Rafols I. Local emergence and global diffusion of research technologies: An exploration of patterns of network formation. Journal of the American Society for Information Science and Technology 2011, 62(5):846-860.
49. Leydesdorff L., Schank T. Dynamic animations of journal maps: Indicators of structural change and interdisciplinary developments. Journal of the American Society for Information Science and Technology 2008, 59(11):1810-1818.
50. Leydesdorff L., Van den Besselaar P. Scientometrics and communication theory: Towards theoretically informed indicators. Scientometrics 1997, 38:155-174.
51. Lucio-Arias D., Leydesdorff L. An indicator of research front activity: Measuring intellectual organization as uncertainty reduction in document sets. Journal of the American Society for information Science and Technology 2009, 60(12):2488-2498.
52. Narin F., Carpenter M., Berlt N.C. Interrelationships of scientific journals. Journal of the American Society for Information Science 1972, 23:323-331.
53. Newman M.E.J. Fast algorithm for detecting community structure in networks. Physical Review E 2004, 69(6):066133.
54. Newman M.E.J. Modularity and community structure in networks. Proceedings of the National Academy of Sciences 2006, 103(23):8577-8582.
55. Price D.J.d.S. Networks of scientific papers. Science 1965, 149(3683):510-515.
56. Pudovkin A.I., Garfield E. Algorithmic procedure for finding semantically related journals. Journal of the American Society for Information Science and Technology 2002, 53(13):1113-1119.
57. Rafols I., Leydesdorff L. Content-based and algorithmic classifications of journals: Perspectives on the dynamics of scientific communication and indexer effects. Journal of the American Society for Information Science and Technology 2009, 60(9):1823-1835.
58. Rafols, I., Leydesdorff, L., O'Hare, A., Nightingale, P., & Stirling, A. (in press). How journal rankings can suppress interdisciplinarity: The case of innovation studies and business and management. Research Policy.
59. Rafols I., Porter A., Leydesdorff L. Science overlay maps: A new tool for research policy and library management. Journal of the American Society for Information Science and Technology 2010, 61(9):1871-1887.
60. Rice R.E. Hierarchies and clusters among communication and library and information science journals, 1977-1987. Scholarly communication and bibliometrics 1990, 138-153. Sage, Newbury Park, CA. C. Borgman (Ed.).
61. Rosvall M., Bergstrom C.T. Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences 2008, 105(4):1118-1123.
62. Rosvall M., Bergstrom C.T. Mapping change in large networks. PLoS ONE 2010, 5(1):e8694.
63. Schiffman S.S., Reynolds M.L., Young F.W. Chapter 1.5: How MDS differs from factor analysis 1981, Academic Press, New York/London.
64. Small H., Garfield E. The geography of science: Disciplinary and national mappings. Journal of Information Science 1985, 11(4):147.
65. Studer K.E., Chubin D.E. Appendix C: A rationale and algorithm for structural analysis 1980, Sage, Beverly Hills, etc.
66. Theil H. Chapter 1.5: The entropy decomposition theorem 1972, North-Holland, Amsterdam/London.
67. Thomas J.J., Cook K.A. A visual analytics agenda. IEEE Computer Graphics and Applications 2006, 10-13.
68. Tijssen R., de Leeuw J., van Raan A.F.J. Quasi-correspondence analysis on square scientometric transaction matrices. Scientometrics 1987, 11:347-361.
69. Van den Besselaar P., Leydesdorff L. Mapping change in scientific specialties: A scientometric reconstruction of the development of artificial intelligence. Journal of the American Society for Information Science 1996, 47(6):415-431.
70. Van Eck N.J., Waltman L. Software survey: VOSViewer, a computer program for bibliometric mapping. Scientometrics 2010, 84(2):523-538.
71. Van Eck N.J., Waltman L., Dekker R., van den Berg J. A comparison of two techniques for bibliometric mapping: Multidimensional scaling and VOS. Journal of the American Society for Information Science and Technology 2010, 61(12):2405-2416.
72. Waltman L., van Eck N.J., Noyons E. A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics 2010, 4(4):629-635.
73. Zitt M., Bassecoulard E., Okubo Y. Shadows of the past in international cooperation: Collaboration profiles of the top five producers of science. Scientometrics 2000, 47(3):627-657.
74. Zsindely S., Schubert A., Braun T. Editorial gatekeeping patterns in international science journals-A new science indicator. Scientometrics 1982, 4(1):57-68.