Visualizing the marrow of science

Moya-Anegón, Félix, Vargas-Quesada, Benjamín, Chinchilla-Rodríguez, Zaida, Corera-Álvarez, Elena, Muñoz-Fernández, Francisco José and Herrero-Solana, Victor Visualizing the marrow of science. Journal of The American Society for Information Science and Technology, 2007, vol. 58, n. 14, pp. 2167-2179. [Journal article (Paginated)]

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English abstract

This study proposes a new methodology that allows for the generation of scientograms of major scientific domains, constructed on the basis of cocitation of Institute of Scientific Information categories, and pruned using PathfinderNetwork, with a layout determined by algorithms of the spring-embedder type (Kamada–Kawai), then corroborated structurally by factor analysis. We present the complete scientogram of the world for the Year 2002. It integrates the natural sciences, the social sciences, and arts and humanities. Its basic structure and the essential relationships therein are revealed, allowing us to simultaneously analyze the macrostructure, microstructure, and marrow of worldwide scientific output.

Item type: Journal article (Paginated)
Keywords: Information Visualization,Pathfinder Network, Co-citation, Structure of Science, Scientograms
Subjects: B. Information use and sociology of information > BB. Bibliometric methods
Depositing user: Zaida Chinchilla-Rodríguez
Date deposited: 07 Mar 2012
Last modified: 02 Oct 2014 12:21
URI: http://hdl.handle.net/10760/16685

References

Boyack, K.W., Klavans, R., & Börner, K. (2005). Mapping the backbone of

science. Scientometrics, 64, 351–374.

Brandenburg, F.J., Himsolt, M., & Rohrer, C. (1995). An experimental comparison

of force-directed and randomized graph drawing algorithms.

Lecture Notes in Computer Science, 1027, 87.

Börner, K., Chen, C., & Boyack, K.W. (2003). Visualizing knowledge

domains. Annual Review of Information Science & Technology, 37,

179–255.

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

navigation. Journal of Visual Languages and Computing, 9, 267–286.

Chen, C. (1999). Visualising semantic spaces and author co-citation networks

in digital libraries. Information Processing & Management, 35,

401–420.

Chen, C., & Carr, L. (1999). Trailblazing the literature of hypertext: Author cocitation

analysis (1989–1998). Proceedings of the 10th ACM Conference on

Hypertext (Hypertext’99), (Darmstadt, Germany, 1999), ACM Press, 51–60.

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

arrangement method. ACM Transactions on Computer–Human Interaction,

4, 197–229.

Ding, Y., Chowdhury, G.G., & 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.

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

42, 149–160.

Elsevier, B.V. (2005). Scopus. Retrieved August 17, 2005, from http://

www.scopus.com

Everett, M.G., & Borgatti, S.P. (1999). Peripheries of cohesive subsets.

Social Networks, 21(4), 397–407.

Fowler, R.H., & Dearhold, D.W. (1990). Information retrieval using

path finder networks. In R.W. Schvaneveldt (Ed.), Pathfinder

associative networks: Studies in knowledge organization. Norwood,

NJ: Ablex.

Fruchterman, T., & Reingold, E. (1991). Graph drawing by force-directed

placement. Software Practice and Experience, 21, 1129–1164.

Garfield, E. (1986). Towards scientography. Essays of an Information Scientist,

9, 324.

Garfield, E. (1994). Scientography: Mapping the tracks of science. Current

Contents: Social & Behavioral Sciences, 7, 5–10.

Glänzel, W., Schubert, A., & Czerwon, H.-J. (1999a). An item-by-item subject

classification of papers published in multidisciplinary and general

journals using reference analysis. Scientometrics, 44, 427–439.

Glänzel, W., Schubert, A., Czerwon, H.-J., & Shoepflin, U. (1999b). An

item-by-item subject classification of papers published in journals covered

by the SSCI database using reference analysis. Scientometrics, 46,

431–441.

Hjørland, B., & Albrechtsen, H. (1995). Toward a new horizon in information

science: Domain analysis. Journal of the American Society for

Information Science, 46, 400–425.

Kamada, T., & Kawai, S. (1989). An algorithm for drawing general undirected

graphs. Information Processing Letters, 31, 7–15.

Krempel, L. (1999). Visualizing networks with spring embedders:

Two-mode and valued data. American Statistical Association, Proceedings

of the Section of Statistical Graphics, Alexandria, VA, 36–45.

Kruskal, J.B., & Wish, M. (1978). Multidimensional scaling. Beverly Hills,

CA: Sage.

Lewis-Beck, M.S. (1994). Factor analysis and related techniques. London:

Sage.

Leydesdorff, L. (2004a). Clusters and maps of science journals based on

bi-connected graphs in the Journal Citation Reports. Journal of Documentation,

60, 371–427.

Leydesdorff, L. (2004b). Top-down decomposition of the journal citation

report of the social science citation index: Graph and factor-analytical

approaches. Scientometrics, 60, 159–180.

Leydesdorff, L., & 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 and Technology,

57(12), 1616–1628.

Moya-Anegón, F. de, Jiménez Contreras, E., & Moneda Carrochano, M.d.l.

(1998). Research fronts in library and information science in Spain

(1985–1994). Scientometrics, 42, 229–246.

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

Herrero-Solana, V., Corera-Álvarez, E., & Munoz-Fernández, 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.

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

Herrero-Solana, V., Corera-Álvarez, E., & Munoz-Fernández, 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.

Salton, G., Allan, J., & Buckley, C. (1994). Automatic structuring and

retrieval of large text file. Communications of the ACM, 37, 97–108.

Salton, G., & Bergmark, D. (1979). A citation study of computer science literature.

Professional Communication, IEEE Transaction PC-22, 146–158.

Samoylenko, I., Chao, T.-C., Liu, W.-C., & Chen, C.-M. (2006). Visualizing

the scientific world and its evolution. Journal of the American Society for

Information Science and Technology, 57(11), 1461–1469.

Schvaneveldt, R.W. (1990). Pathfinder associative networks. Norwood, NJ:

Ablex.

SCImago Group. (2004). Atlas of science. Retrieved July 28, 2006, from

http://www.atlasofcience.net

Small, H. (2000). Charting pathways through science: Exploring Garfield’s

vision of a unified index to science. In B. Cronin & H.B. Atkins (Eds.),

The web of knowledge: A Festschrift in honor of Eugene Garfield

(pp. 449–473). Medford, NJ: Information Today.

Small, H., & Garfield, E. (1985). The geography of science: Disciplinary

and national mappings. Journal of Information Science, 11, 147–159.

Thomson Corporation. (2005a). ISI Journal Citation Reports. Retrieved

March 9, 2005, from http://www.isiwebofknowledge.com

Thomson Corporation. (2005b). ISI Web of Science. Retrieved March 9,

2005, from http://www.isiwebofknowledge.com

Tufte, E.R. (1994). Envisioning information. Cheshire, United Kingdom:

Graphics Press.

Tufte, E.R. (2001). The visual display of quantitative information.

Cheshire, United Kingdom: Graphics Press.

Vargas-Quesada, B., & Moya-Anegón, F. de. (2007). Visualizing the structure

of science. New York: Springer.

Wasserman, S., & Faust, K. (1998). Social network analysis: Methods and

applications. Cambridge, England: Cambridge University Press.

White, H.D. (2001). Author-centered bibliometrics through CAMEOs:

Characterizations automatically made and edited online. Scientometrics,

51, 607–637.

White, H.D. (2003). Pathfinder networks and author cocitation analysis: A

remapping of paradigmatic information scientists. Journal of the

American Society for Information Science and Technology, 54(5), 423–434.


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