Abstract
We introduce Socio-cultural Cognitive Mapping (SCM), a method to characterize populations based on shared attributes, placing these actors on a spatial representation. We introduce the technique, taking the reader through an overview of the algorithm. We conclude with an example use-case of the Hatfield-McCoy feud. In the Hatfield-McCoy case, the SCM process clearly delineates members of the opposing clans as well as gender.
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Notes
- 1.
The Hatfield-McCoy data can be downloaded as DynetML from the CASOS website: http://www.casos.cs.cmu.edu/tools/datasets/internal/index.php#HatfieldMcCoy.
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Morgan, G.P., Levine, J., Carley, K.M. (2017). Socio-Cultural Cognitive Mapping. In: Lee, D., Lin, YR., Osgood, N., Thomson, R. (eds) Social, Cultural, and Behavioral Modeling. SBP-BRiMS 2017. Lecture Notes in Computer Science(), vol 10354. Springer, Cham. https://doi.org/10.1007/978-3-319-60240-0_9
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DOI: https://doi.org/10.1007/978-3-319-60240-0_9
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