Hostname: page-component-84b7d79bbc-7nlkj Total loading time: 0 Render date: 2024-07-27T17:01:46.688Z Has data issue: false hasContentIssue false

Heuristic Approaches to Spatial Analysis in Archaeology

Published online by Cambridge University Press:  20 January 2017

Keith W. Kintigh
Affiliation:
Arizona State Museum, University of Arizona, Tucson, AZ 85721
Albert J. Ammerman
Affiliation:
Department of Anthropology, State University of New York, Binghamton, NY 13901

Abstract

This article discusses an approach to spatial analysis which is more closely tailored to archaeological objectives and archaeological data than are more "traditional" quantitative techniques such as nearest neighbor analysis. Heuristic methods, methods which make use of the problem context and which are guided in part by intuitively derived "rules," are discussed in general and with reference to the problem of spatial analysis in archaeology. A preliminary implementation of such a method is described and applied to artificial settlement data and artifact distributions from the Magdalenian camp of Pincevent. Finally, the prospects for further development of heuristic methods are elaborated.

Type
Research Article
Copyright
Copyright © Society for American Archaeology 1982

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Reference Cited

Binford, L. R. 1978 Dimensional analysis of behavior and site structure: learning from an Eskimo hunting stand. American Antiquity 43:330361.CrossRefGoogle Scholar
Clarke, D. L. (editor) 1977 Spatial archaeology. Academic Press, New York.Google Scholar
Cliff, A. D., and Ord, J. K. 1975 Model building and the analysis of spatial pattern in human geography. Journal of the Royal Statistical Society (Series B) 37:297348.Google Scholar
Cook, A., Larick, R., Simek, J., and Wylie, A. 1978 A quantitative analysis of spatial patterns at Pincevent section 36. Ms. on file, Department of Anthropology, State University of New York at Binghamton.Google Scholar
Dacey, M. F. 1963 Order neighbor statistics for a class of random patterns in multidimensional space. Annals of the Association of American Geographers 53:505515.CrossRefGoogle Scholar
Dacey, M. F. 1973 Statistical tests of spatial association in the locations of tool types. American Antiquity 38:320328.CrossRefGoogle Scholar
Doran, J. E., and Hodson, F. R. 1975 Mathematics and computers in archaeology. Harvard University Press, Cambridge, Mass.Google Scholar
Erman, L. Hayes-Roth, D” F., Lesser, V. R., and Reddy, D. R. 1980 The Hearsay II speech understanding system: integrating knowledge to resolve uncertainty. Computing Surveys 12:213253.CrossRefGoogle Scholar
Flannery, K. V. (editor) 1976 The early Mesoamerican village. Academic Press, New York Google Scholar
Haggett, P., Cliff, A. D., and Frey, A. 1977 Locational analysis in human geography (second ed., 2 vols.). Wiley, New York.Google Scholar
Hanson, G. T., and Goodyear, A. C. 1975 The shared-tool method of spatial analysis: applications at the Brand Site. Ms. on file, Institute of Archaeology and Anthropology, University of South Carolina, Columbia.Google Scholar
Hietala, H. J., and Stevens, D. E. 1977 Spatial analysis: multiple procedures in pattern recognition studies. American Antiquity 42:539559.CrossRefGoogle Scholar
Hodder, I., and Orton, C. 1976 Spatial analysis in archaeology. Cambridge University Press, Cambridge.Google Scholar
Hodson, F. R. 1971 Numerical typology and prehistoric archaeology. In Mathematics in the archaeological and historical sciences, edited by Hodson, F. R., Kendall, D. G., and Tautu, P., pp. 3045. Edinburgh University Press, Edinburgh.Google Scholar
Johnson, A. E., and Johnson, A. S. 1975 K-means and temporal variability in Kansas City Hopewell ceramics. American Antiquity 40: 283295.Google Scholar
Kintigh, K. W. 1980 K-means nonhierarchical cluster analysis. Ms. on file, Museum of Anthropology, University of Michigan.Google Scholar
Kooijman, S. A. L. M. 1979 The description of point patterns. In Spatial and temporal analysis in ecology, edited by Cormack, R. M. and Ord, J. K., pp. 305331. International Co-operative Publishing House, Fairland, Maryland.Google Scholar
Leroi-Gourhan, A., and Brezillon, M. 1972 Fouilles de Pincevent: essai d'analyse ethnographique d'un habitat Magdalénien (la section 36). Gallia Prehistoire 7.Google Scholar
Newell, A., and Simon, H. A. 1976 Computer science as empirical inquiry: symbols and search. Communications of the ACM 19:113126.CrossRefGoogle Scholar
Pielou, E. C. 1969 An introduction to mathematical ecology. Wiley, New York.Google Scholar
Pinder, D., Shimada, I., and Gregory, D. 1979 The nearest-neighbor statistic: archaeological application and new developments. American Antiquity 44:430445.CrossRefGoogle Scholar
Simek, J. F. and Larick, R. R. 1981 The recognition of multiple spatial patterns: a case from the French Upper Palaeolithic. Ms. on file, Department of Anthropology, State University of New York, Binghamton.Google Scholar
Simon, H. A. 1969 The sciences of the artificial. MIT Press, Cambridge, Mass.Google Scholar
Simon, H. A. 1979 Models of thought. Yale University Press, New Haven.Google Scholar
Simon, H. A. 1980 Cognitive science: the newest science of the artificial. Cognitive Science 4:3346.CrossRefGoogle Scholar
Toussaint, G. T. 1978 The use of context in pattern recognition. Pattern Recognition 10:189204.CrossRefGoogle Scholar
Tversky, A., and Kahneman, D. 1974 Judgment under uncertainty: heuristics and biases. Science 185:11241131.CrossRefGoogle ScholarPubMed
Whallon, R. Jr. 1973 Spatial analysis of occupation floors I: application of dimensional analysis of variance. American Antiquity 38:266278.Google Scholar
Whallon, R. Jr. 1974 Spatial analysis of occupation floors II: the application of nearest neighbor analysis. American Antiquity 39:1634.CrossRefGoogle Scholar
Whallon, R. Jr. 1979 Unconstrained clustering in the analysis of spatial distributions on occupation floors. Paper presented at the 44th annual meeting of the Society for American Archaeology, Vancouver, B.C.Google Scholar
Winograd, T. 1980 What does it mean to understand language. Cognitive Science 4:209241.CrossRefGoogle Scholar
Yellen, J. 1977 Archaeological approaches to the present: models for reconstructing the past. Academic Press, New York.Google Scholar