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      Algorithmic Agency and Autonomy in Archaeological Practice

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      Open Archaeology
      Walter de Gruyter GmbH

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          Abstract

          A key development in archaeology is the increasing agency of the digital tools brought to bear on archaeological practice. Roles and tasks that were previously thought to be uncomputable are beginning to be digitalized, and the presumption that computerization is best suited to well-defined and restricted tasks is starting to break down. Many of these digital devices seek to reduce routinized and repetitive work in the office environment and in the field. Others incorporate data-driven methods to represent, store, and manipulate information in order to undertake tasks previously thought to be incapable of being automated. Still others substitute the human component in environments which would be otherwise be inaccessible or dangerous. Whichever applies, separately or in combination, such technologies are typically seen as black-boxing practice with often little or no human intervention beyond the allocation of their inputs and subsequent incorporation of their outputs in analyses. This paper addresses the implications of this shift to algorithmic automated practices for archaeology and asks whether there are limits to algorithmic agency within archaeology. In doing so, it highlights several challenges related to the relationship between archaeologists and their digital devices.

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              A Survey of Methods for Explaining Black Box Models

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                Author and article information

                Journal
                Open Archaeology
                Walter de Gruyter GmbH
                2300-6560
                January 01 2021
                April 01 2021
                January 01 2021
                June 08 2021
                June 08 2021
                January 01 2021
                : 7
                : 1
                : 417-434
                Affiliations
                [1 ]Archaeology, School of Humanities, University of Glasgow, Gregory Building , Lilybank Gardens , Glasgow G12 8QQ , United Kingdom
                Article
                10.1515/opar-2020-0136
                5e2f8bd5-7e3e-4fff-9d9b-1675df70e6cd
                © 2021

                http://creativecommons.org/licenses/by/4.0

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