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Network Science Research Dynamic

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Encyclopedia of Social Network Analysis and Mining

Synonyms

Collaboration network; Network science; Research dynamic

Glossary

Co-citation analysis:

representing the sentimental relationship between two documents through calculating the frequency of the two documents cited together by another published research

Collaboration analysis:

exploring author collaborative relationship within the field of network science

Co-word analysis:

discovering the relationships among keywords by tracing the co-occurrence frequency of keywords

Dynamic evolution:

longitudinal changes of a system which can be seen from both macro and micro properties of networks

Network science:

a transdisciplinary research field incorporating theories and methodologies drawn from diverse disciplines to study complex phenomenon or systems that can be represented in the way of networks.

Visualization:

characterization of networks using graph theory and software applications

Definition

Network science is considered as the collection of theories and methods drawn from the...

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References

  • Albert R, Barabási AL (2002) Statistical mechanics of complex networks. Rev Mod Phys 74(1):47

    Article  MathSciNet  MATH  Google Scholar 

  • Andrews JE (2003) An author co-citation analysis of medical informatics. J Med Libr Assoc 91(1):47

    Google Scholar 

  • Barabási AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509–512

    Article  MathSciNet  MATH  Google Scholar 

  • Barabasi AL, Oltvai ZN (2004) Network biology: understanding the cell's functional organization. Nat Rev Genet 5(2):101–113

    Article  Google Scholar 

  • Bavelas A (1950) Communication patterns in task-oriented groups. J Acoust Soc Am 22(6):725–730

    Article  Google Scholar 

  • Bavelas A (1952) Communication patterns in problem groups. In: Cybernetics: transactions of the eighth conference. Josiah Macy Jr Foundation, New York, pp 1–44

    Google Scholar 

  • Bhattacharya S, Basu P (1998) Mapping a research area at the micro level using co-word analysis. Scientometrics 43(3):359–372

    Article  Google Scholar 

  • Boccaletti S, Latora V, Moreno Y, Chavez M, Hwang DU (2006) Complex networks: structure and dynamics. Phys Rep 424(4):175–308

    Article  MathSciNet  MATH  Google Scholar 

  • Börner K, Sanyal S, Vespignani A (2007) Network science. Ann Rev Inf Sci Tech 41(1):537–607

    Article  Google Scholar 

  • Callon M, Courtial JP, Laville F (1991) Co-word analysis as a tool for describing the network of interactions between basic and technological research: the case of polymer chemistry. Scientometrics 22(1):155–205

    Article  Google Scholar 

  • Chen C (2006) CiteSpace II: detecting and visualizing emerging trends and transient patterns in scientific literature. J Am Soc Inf Sci Technol 57(3):359–377

    Article  MathSciNet  Google Scholar 

  • Christakis NA, Fowler JH (2008) The collective dynamics of smoking in a large social network. N Engl J Med 358(21):2249–2258

    Article  Google Scholar 

  • Culnan MJ (1986) The intellectual development of management information systems, 1972–1982: a co-citation analysis. Manag Sci 32(2):156–172

    Article  Google Scholar 

  • Fiksel J (1980) Dynamic evolution in societal networks. J Math Sociol 7(1):27–46

    Article  MathSciNet  MATH  Google Scholar 

  • Fowler JH, Christakis NA (2008) Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the Framingham heart study. BMJ 337:a2338

    Article  Google Scholar 

  • Freeman L (2004) The development of social network analysis. In: A study in the sociology of science. BookSurge, LLC North Charleston, South Carolina

    Google Scholar 

  • Granovetter MS (1973) The strength of weak ties. Am J Sociol 78(6):1360–1380

    Article  Google Scholar 

  • Guare J (1990) Six degrees of separation: a play. Vintage Books, New York

    Google Scholar 

  • He Q (1999) Knowledge discovery through co-word analysis. Library Trends 48(1):133–159

    Google Scholar 

  • Jackson MO, Watts A (2002) The evolution of social and economic networks. J Econ Theory 106(2):265–295

    Article  MathSciNet  MATH  Google Scholar 

  • Katz JS, Martin BR (1997) What is research collaboration? Res Policy 26(1):1–18

    Article  Google Scholar 

  • Kenrick DT, Li NP, Butner J (2003) Dynamical evolutionary psychology: individual decision rules and emergent social norms. Psychol Rev 110(1):3

    Article  Google Scholar 

  • Kostoff RN (1993) Co-word analysis. In: Evaluating R&D impacts: methods and practice. Springer, Boston, pp 63–78

    Chapter  Google Scholar 

  • Lewis TG (2011) What is network science. In: Network science: theory and applications. John Wiley & Sons, New York

    Google Scholar 

  • Leydesdorff L (2007) Betweenness centrality as an indicator of the interdisciplinarity of scientific journals. J Am Soc Inf Sci Technol 58(9):1303–1319

    Article  Google Scholar 

  • Lu F, Fuhai L (2006) Development of theoretical studies of co-word analysis [J]. J Library Sci China 2:88–92

    Google Scholar 

  • Mefford HC, Trask BJ (2002) The complex structure and dynamic evolution of human subtelomeres. Nat Rev Genet 3(2):91–102

    Article  Google Scholar 

  • Milgram S (1967) The small-world problem. Psychol Today 1(1):61–67

    Google Scholar 

  • National Research Council (2005) Committee on Network Science for Future Army Applications, Network Science, Board of Army Science and Technology, National Academics Press

    Google Scholar 

  • Nerur SP, Rasheed AA, Natarajan V (2008) The intellectual structure of the strategic management field: An author co-citation analysis. Strateg Manag J 29(3):319–336

    Article  Google Scholar 

  • Newman ME (2001) The structure of scientific collaboration networks. Proc Natl Acad Sci 98(2):404–409

    Article  MathSciNet  MATH  Google Scholar 

  • Newman ME (2003) The structure and function of complex networks. SIAM Rev 45(2):167–256

    Article  MathSciNet  MATH  Google Scholar 

  • Nowak A, Vallacher RR (1998) The dynamical perspective. In: Dynamical social psychology, vol 64N7. Guilford Press, New York

    Google Scholar 

  • Omta SWFO, Trienekens J, Beers G (2001) Chain and network science: a research framework. J Chain Netw Sci 1(1):1–6

    Article  Google Scholar 

  • Ronda-Pupo GA, Guerras-Martin LÁ (2012) Dynamics of the evolution of the strategy concept 1962–2008: a co-word analysis. Strateg Manag J 33(2):162–188

    Article  Google Scholar 

  • Simmel G, Wolff KH (1950) Introduction. In: The sociology of Georg Simmel, vol 92892. Simon and Schuster, New York

    Google Scholar 

  • Small H (1973) Cocitation in the scientific literature: a new measure of the relationship between two documents. J Am Soc Inf Sci 24(4):265–269

    Article  MathSciNet  Google Scholar 

  • Travers J, Milgram S (1969) An experimental study of the small world problem. Sociometry 32(4):425–443

    Article  Google Scholar 

  • Watts DJ, Strogatz SH (1998) Collective dynamics of ‘small-world’ networks. Nature 393(6684):440–442

    Article  MATH  Google Scholar 

  • White HD, McCain KW (1998) Visualizing a discipline: an author co-citation analysis of information science, 1972–1995. J Am Soc Inf Sci 49(4):327–355

    Google Scholar 

  • Whittaker J (1989) Creativity and conformity in science: titles, keywords and co-word analysis. Soc Stud Sci 19(3):473–496

    Article  MathSciNet  Google Scholar 

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Correspondence to Shihui Feng .

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Feng, S., Hossain, L., Wigand, R.T. (2018). Network Science Research Dynamic. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-7131-2_110214

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