Testing the Robustness of Local Network Metrics in Research on Archeological Local Transport Networks

作者: Mark R. Groenhuijzen , Philip Verhagen

DOI: 10.3389/FDIGH.2016.00006

关键词:

摘要: With the increased application of network analysis in archaeology to form hypotheses, particularly concerning research on mobility, a need has arisen validate results. This paper presents case study local transport Dutch part Roman limes between 70-270 AD created using least-cost approach, and tests robustness metric betweenness centrality archaeological interpretation thereof. It is demonstrated that while majority sites have robust thus reliable centrality, there are still large number for which measurements very dependent precise structure present. Testing results proves useful tool both validating modeling as well interpretations network.

参考文章(15)
Linton C. Freeman, A Set of Measures of Centrality Based on Betweenness Sociometry. ,vol. 40, pp. 35- 41 ,(1977) , 10.2307/3033543
Elizabeth Costenbader, Thomas W Valente, The stability of centrality measures when networks are sampled Social Networks. ,vol. 25, pp. 283- 307 ,(2003) , 10.1016/S0378-8733(03)00012-1
Albert-László Barabási, Réka Albert, Emergence of Scaling in Random Networks Science. ,vol. 286, pp. 509- 512 ,(1999) , 10.1126/SCIENCE.286.5439.509
Walter Scheidel, The shape of the Roman world: modelling imperial connectivity Journal of Roman Archaeology. ,vol. 27, pp. 7- 32 ,(2014) , 10.1017/S1047759414001147
Stephen P. Borgatti, Kathleen M. Carley, David Krackhardt, On the robustness of centrality measures under conditions of imperfect data Social Networks. ,vol. 28, pp. 124- 136 ,(2006) , 10.1016/J.SOCNET.2005.05.001
Tom Brughmans, Thinking Through Networks: A Review of Formal Network Methods in Archaeology Journal of Archaeological Method and Theory. ,vol. 20, pp. 623- 662 ,(2013) , 10.1007/S10816-012-9133-8
Matthew A. Peeples, John M. Roberts, To binarize or not to binarize: relational data and the construction of archaeological networks Journal of Archaeological Science. ,vol. 40, pp. 3001- 3010 ,(2013) , 10.1016/J.JAS.2013.03.014
Volker Grimm, Uta Berger, Donald L. DeAngelis, J. Gary Polhill, Jarl Giske, Steven F. Railsback, The ODD protocol: A review and first update Ecological Modelling. ,vol. 221, pp. 2760- 2768 ,(2010) , 10.1016/J.ECOLMODEL.2010.08.019
Ulrik Brandes, A faster algorithm for betweenness centrality Journal of Mathematical Sociology. ,vol. 25, pp. 163- 177 ,(2001) , 10.1080/0022250X.2001.9990249