Showing the essential science structure of a scientific domain and its evolution

Vargas-Quesada, Benjamín and Moya-Anegón, Félix and Chinchilla-Rodríguez, Zaida and González-Molina, Antonio Showing the essential science structure of a scientific domain and its evolution. Information Visualization, 2010, vol. 9, n. 4, pp. 288-300. [Journal article (Paginated)]

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English abstract

Category cocitation and its representation through social networks is proving to be a very adequate technique for the visualization and analysis of great scientific domains. Its combination with pathfinder networks using pruning values r=∞and q=n−1 makes manifest the essence of research in the domain represented, or what we might call the `most salient structure'. The possible loss of structural information, caused by aggressive pruning in peripheral areas of the networks, is overcome by creating heliocentric maps for each category. The depictions obtained with this procedure become tools of great usefulness in view of their capacity to reveal the evolution of a given scientific domain over time, to show differences and similarities between different domains, and to suggest possible new lines for development. This article presents the scientogram of the United States for the year 2002, identifying its essential structure. We also show the scientograms of China for the years 1990 and 2002, in order to study its particular national evolution. Finally, we try to detect patterns and tendencies in the three scientograms that would allow one to predict or flag the evolution of a scientific domain.

Item type: Journal article (Paginated)
Keywords: information visualization; ISI categories cocitation; scientific domains; network visualization; network evolution; pathfinder network
Subjects: A. Theoretical and general aspects of libraries and information. > AA. Library and information science as a field.
Depositing user: Zaida Chinchilla-Rodríguez
Date deposited: 07 Mar 2012
Last modified: 02 Oct 2014 12:21
URI: http://hdl.handle.net/10760/16681

References

Moya-Anegón, F.D., Vargas-Quesada, B., Chinchilla-Rodríguez, Z.,

Herrero-Solana, V., Corera-Álvarez, E. and Munoz-Fernandez, F.J.

(2004) A new technique for building maps of large scientific

domains based on the cocitation of classes and categories.

Scientometrics 61(1): 129–145.

2 Vargas-Quesada, B. (2005) Visualización y análisis de grandes

dominios científicos mediante redes pathfinder. PhD Thesis,

Universidad de Granada.

3 Schvaneveldt, R.W. (1990) Pathfinder Associative Networks.

Norwood, NJ: Ablex.

4 Vargas-Quesada, B. and Moya-Anegón, F.D. (2007) Visualizing the

Structure of Science. Berlin: Springer.

5 van Raan, A.F.J. and Tijssen, R.J.W. (1993) The Neuronal net of

neuronal network research. An exercise in bibliometric mapping.

Scientometrics 26: 169–192.

6 Garfield, E. (1963) Citation indexes in sociological and historical

research. American Documentation 14(4): 289–291.

7 Garfield, E., Sher, I.H. and Torpie, R.J. (1964) The Use of Citation

Data in Writing the History of Science. Philadelphia: Institute for

Scientific Information.

8 Price, D.D.S. (1965) Networks of scientific papers. Science 149:

510–515.

9 Small, H. and Griffith, B.C. (1974) The structure of scientific

literature, I: Identifying and graphing specialities. Science Studies

4: 17–40.

10 Griffith, B.C., Small, H., Stonehill, J.A. and Dey, S. (1974)

The structure of scientific literature, II: Toward a macro and

microstructure for science. Science Studies 4: 339–365.

11 Aaronson, S. ((March–April) 1975) The footness of science. Mosaic

6: 22–27.

12 Garfield, E. (1981) Introducing the ISI Atlas of Science:

Biochemistry and molecular biology 1978–80. Current Contents

(42): 5–13.

13 Garfield, E. (1984) Introducing the ISI Atlas of Science:

Biotechnology and molecular genetics, 1981/82 and bibliographic

update for 1983/84. Current Comments 7(41): 3–15.

14 Garfield, E. (1988) The encyclopedic ISI-Atlas of Science launches

3 new sections: Biochemistry, immunology, and animal and plant

sciences. Current Comments 11(7): 3–8.

15 Seiden, L.S. and Swanson, D.R. (1989) ISI Atlas of Science:

Pharmacology 1987, Vol 1 - Inst-SCI- Informat. Library Quarterly

59(1): 72–73.

16 Small, H. (2000) Charting pathways through science: Exploring

Garfield’s vision of a unified index to science. In: B. Cronin and

H.B. Atkins (eds.), The Web of Knowledge: A Festschrift in Honour

of Eugene Garfield. Medford, NJ: Information Today.

17 Small, H. (1993) Macrolevel changes in the structure of cocitation

clusters: 1983–1989. Scientometrics 26(1): 5–20.

18 Small, H. (1981) The relationship of information science to the

social sciences: A co-citation analysis. Information Processing &

Management 17(1): 39–50.

19 Small, H. (1994) A SCI-MAP case-study: Building a map of aids

research. Scientometrics 30(1): 229–241.

20 Small, H. (1999) Visualizing science by citation mapping. Journal

of the American Society for Information Science (JASIS) 50(9):

799–813.

21 Small, H. and Garfield, E. (1985) The geography of science:

Disciplinary and national mappings. Journal of Information Science

11: 147–159.

22 Small, H. and Sweeney, E. (1985) Clustering the science

citation index using co-citations. 1. A comparison of methods.

Scientometrics 7(3–6): 391–409.

23 Small, H., Sweeney, E. and Greenlee, E. (1985) Clustering the

science citation index using co.citations. 2. Mapping science.

Scientometrics 8: 321–340.

24 Börner, K., Chen, C. and Boyack, K.W. (2003) Visualizing

knowledge domains. Annual Review of Information Science &

Technology 37: 179–255.

25 Centre for Science and Technology Studies (CWTS),

http://www.cwts.nl, accessed 2 February 2009.

26 Braam, R.R., Moed, H.F. and van Raan, A.F.J. (1991) Mapping of

Science by combined co-citation and word analysis. I: Structural

aspects. Journal of the American Society for Information Science (JASIS)

42(4): 233–251.

27 Braam, R.R., Moed, H.F. and van Raan, A.F.J. (1991) Mapping of

Science by combined co-citation and word analysis. II: Dynamic

aspects. Journal of the American Society for Information Science (JASIS)

42(4): 252–266.

28 Brandenburg, F.J., Himsolt, M. and Rohrer, C. (1995) An

experimental comparison of force-directed and randomized graph

drawing algorithms. Lecture Notes in Computer Science 1027:

76–87.

29 Lin, X., Soergel, D. and Marchionini, G. (1991) A self-organizing

semantic map for information retrieval. In: Proceedings of the

Fourteenth Annual International ACM/SIGIR Conference on

Research and Development in Information Retrieval; Chicago,

Illinois: SIGIR, pp. 262–269.

30 White, H.D. and McCain, K.W. (1997) Visualization of literatures.

Annual Review of Information Systems and Technology (ARIST) 32:

99–168.

31 White, H.D. and McCain, K.W. (1998) Visualizing a discipline: An

author co-citation analysis of information science, 1972–1995.

Journal of the American Society for Information Science (JASIS) 49:

327–355.

32 Garfield, E. (1998) Mapping the world of science (at the 150

Anniversary Meeting of the AAAS, Philadelphia, PA) [On-line],

http://www.garfield.library.upenn.edu/papers/mapsciworld.html,

accessed 7 May 2003.

33 White H.D., Lin X., and McCain K.W. (1998). Two modes

of automated domain analysis: Multidimensional scaling v.s

Kohonen feature mapping of information science authors. In:

Mustafa el Haidi, J. Maniez and S.A. Polit (eds.), Proceedings of

the Fifth International ISKO Conference; 57–61, Würzberg: Ergon

Verlag.

34 Chen, C. (1998) Generalised similarity analysis and pathfinder

network scaling. Interacting with Computers 10: 107–128.

35 Chen, C. (1998) Bridging the gap: The use of pathfinder networks

in visual navigation. Journal of Visual Languages and Computing 9:

267–286.

36 Ding, Y., Chowdhury, G.G. and Foo, S. (1999) Mapping the

intellectual structure of information retrieval studies: An author

co-citation analysis, 1987–1997. Journal of Information Science 25:

67–78.

37 Merton, R.K. (2000) On the Garfield input to the sociology of

science: A retrospective collage. In: B. Cronin and H.B. Atkins

(eds.), The Web of Knowledge: A Festschrift in Honour of Eugene

Garfield. Medford, NJ: Information Today.

38 White, H.D. (2000) Toward ego-centered citation analysis. In:

B. Cronin and H.B. Atkins (eds.), TheWeb of Knowledge a Festschrift

in Honour of Eugene Garfield. Medford, NJ: Information Today,

pp. 475–498.

39 Noyons, E.C.M., Moed, H.F. and Luwel, M. (1999) Combining

mapping and citation analysis for evaluative bibliometric

purposes: A bibliometric study. Journal of the American Society for

Information Science (JASIS) 50(2): 115–131.

40 Buter, R.K. and Noyons, E.C.M. (2001) Improving the functionality

of interactive bibliometric science maps. Scientometrics 51(1):

55–67.

41 Noyons, E.C.M. (2001) Bibliometric mapping of science in a

science policy context. Scientometrics 50(1): 83–98.

42 Chen, C. and Paul, R.J. (2001) Visualizing a knowledge domain’s

intellectual structure. Computer 34: 65–71.

43 Chen, C., Paul, R.J. and O’Keefe, B. (2001) Fitting the jigsaw of

citation: Information visualization in domain analysis. Journal of

the American Society for Information Science & Technology (JASIST)

52(4): 315–330.

44 Ding, Y., Chowdhury, G.G. and Foo, S. (2001) Bibliometric

cartography of information retrieval research by using co-word

analysis. Information Processing & Management 37: 801–817.

45 Guerrero Bote, V.P., Moya Anegón, F.D. and Herrero Solana,

V. (2002) Document organization using Kohonen’s algorithm.

Information Processing & Management 38: 79–89.

46 White, H.D, Buzydlowski, J. and Lin, X. (2000) Co-cited author

maps as interfaces to digital libraries: Designing pathfinder

networks in the humanities. In: Proceedings of the International

Conference on Information Visualization (IV2000): 25–30,

London: Computer Society Press.

47 Buzydlowski, J., White, H.D. and Lin, X. (2002) Term cooccurrence

analysis as an interface for digital libraries. Lecture

Notes in Computer Science Series 2539: 133–144.

48 Lin, X., White, H.D. and Buzydlowski, J. (2003) Real-time author

co-citation mapping for online searching. Information Processing

& Management 39: 689–706.

49 Small, H. (2003) Paradigms citations and maps of science: A

personal history. Journal of the American Society for Information

Science & Technology (JASIST) 54: 394–399.

50 Chen, C. and Kuljis, J. (2003) The rising landscape: A visual

exploration of superstring revolutions in physics. Journal of the

American Society for Information Science & Technology (JASIST) 54:

435–446.

51 Chen, C. and Morris, S. (2003) Visualizing evolving networks:

Minimum Spanning trees versus pathfinder networks. In: IEEE

Symposium on Information Visualization. Seattle, Washington:

IEEE Computer Society Press, pp. 67–74.

52 Morris, S.A., Yen, G., Wu, Z. and Asnake, B. (2003) Time line

visualization of research fronts. Journal of the American Society for

Information Science & Technology (JASIST) 54: 413–422.

53 Boyack, K.W. and Börner, K. (2003) Indicator-assisted evaluation

and funding of research: Visualizing the influence of grants on

the number and citation counts of research papers. Journal of the

American Society for Information Science & Technology (JASIST) 54:

447–461.

54 Moya-Anegón, F.D., Vargas-Quesada, B., Chinchilla-Rodríguez,

Z., Herrero-Solana, V., Corera-Álvarez, E. and Munoz-Fernandez,

F.J. (2005) Domain analysis and information retrieval through

the construction of heliocentric maps based on ISI-JCR category

cocitation. Information Processing & Management 41: 1520–1533.

55 Boyack, K.W., Klavans, R. and Börner, K. (2005) Mapping the

backbone of science. Scientometrics 64: 351–374.

56 Klavans, R. and Boyack, K.W. (2006) Identifying a better measure

of relatedness for mapping science. Journal of the American Society

for Information Science & Technology (JASIST) 57: 251–263.

57 Klavans, R. and Boyack, K.W. (2006) Quantitative evaluation of

large maps of science. Scientometrics 68: 475–499.

58 Samoylenko, I., Chao, T.-C., Liu, W.-C. and Chen, C.-M. (2006)

Visualizing the scientific world and its evolution. Journal of the

American Society for Information Science & Technology (JASIST) 57:

1461–1469.

59 Leydesdorff, L. (2007) Mapping interdisciplinarity at the

interfaces between the science citation index and the social

science citation index. Scientometrics 71: 391–405.

60 Thomson Reuters. ISI Web of Knowledge, http://www.isiwebof

knowledge.com, accessed 9 September 2008.

61 Glänzel, W., Schubert, A. and Czerwon, H.-J. (1999) An

item-by-item subject classification of papers published in

multidisciplinary and general journals using reference analysis.

Scientometrics 44: 427–439.

62 Glänzel,W., Schubert, A., Czerwon, H.-J. and Shoepflin, U. (1999)

An item-by-item subject classification of papers published in

journals covered by the SSCI database using reference analysis.

Scientometrics 46: 431–441.

63 White, H.D. (2003) Pathfinder networks and author cocitation

analysis: A remapping of paradigmatic information scientist.

Journal of the American Society for Information Science & Technology

(JASIST) 54(5): 423–434.

64 Leydesdorff, L. and Vaughan, L. (2006) Co-occurrence matrices

and their applications in information science: Extending ACA

to the web environment. Journal of the American Society for

Information Science & Technology (JASIST) 57: 1616–1628.

65 HjZrland, B. and Albrechtsen, H. (1995) Toward a new horizon

in information science: Domain analysis. Journal of the American

Society for Information Science (JASIS) 46: 400–425.

66 Fowler, R.H. and Dearhold, D.W. (1990) Information retrieval

using pathfinder networks. In: R.W. Schvaneveldt (ed.), Pathfinder

Associative Networks: Studies in Knowledge Organization. Norwood,

MA: Ablex NJ, pp. 165–178.

67 Chen, C. (1999) Visualising semantic spaces and author cocitation

networks in digital libraries. Information Processing &

Management 35: 401–420.

68 Eades, P. (1984) A heuristic for graph drawing. Congressus

Numerantium 42: 149–160.

69 Kamada, T. and Kawai, S. (1989) An algorithm for drawing general

undirected graphs. Information Processing Letters 31: 7–15.

70 Kruskal, J.B. and Wish, M. (1978) Multidimensional Scaling.

London: Sage.

71 Cohen, J. (1997) Drawing graphs to convey proximity: An

incremental arrangement method. ACM Transactions on Computer-

Human Interaction 4: 197–229.

72 Krempel, L. (1999) Visualizing Networks with Spring Embedders:

Two-mode and Valued Graphs. American Statistical Association,

Proceedings of the Section of Statistical Graphics, Alexandria, VA: pp.

36–45.

73 ANEP (2004) Agencia Nacional de Evaluación y Prospectiva,

http://www.mcyt.es/sepct/ANEP/anep.htm, accessed 2 February

2009.

74 Chen, C. (2004) CiteSpace: Visualizing Patterns and Trends in

Scientific Literature, http://cluster.cis.drexel.edu/∼cchen/

citespace/, accessed 2 February 2009.


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