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Collections development in hindsight: a numerical analysis of the Science and Technology collections of National Museums Scotland since 1855
Long term and bulk patterns in the accessioning, deaccessioning and use of the Science and Technology collections of National Museums Scotland were revealed within their digital database records. This confirms the value of both collecting and disposal for collections development.
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The Congruence Engine Manifesto
A manifesto for the Congruence Engine project
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Technologies of Romance: on the choice of a typeface for a book and the possibilities for technological Romance
This paper uses a discussion of the rationale of the selection for typefaces for a book on the subject of technologies and Romanticism to consider the extent to which typefaces might themselves be usefully considered to be technologies of romance.
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History of communications and the Congruence Engine: early thoughts and possibilities
How can digital methods be used to better connect and understand communications heritage collections? Potential areas of research, challenges and projects to pursue under the Communications strand of the Congruence Engine are discussed, in connection with trends in historiography.
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The future: reflections on emerging machine-learning methods for digital heritage
Over the past decade we have seen a dramatic increase in the capabilities of machine learning (ML), leading to a real and growing interest in the application and potential for projects such as Congruence Engine. This paper identifies the trends that are most likely to impact projects like Congruence Engine in the future.
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The potential and pitfalls of machine learning in the Congruence Engine context
This article considers the role of machine learning in the Congruence Engine project. The authors propose that while machine learning and open datasets offer opportunities for the project, this will require a pipeline model with iterative stages of human intervention.
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Working at scale: what do computational methods mean for research using cases, models and collections?
This essay gives an overview of how 'scale' operates as a keyword within digital humanities as well as a number of cognate fields, including History and English Literature as a way of exploring its possible implications for a computational approach to research on museum collections.
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The role of digital humanities in an interdisciplinary research project
This discussion paper will reflect on the contribution of DH to complex interdisciplinary projects, using the Congruence Engine as a case study. It will focus in particular on the value of DH, and DH researchers, in bridging perceived gaps between disciplines and in translating between the computational and, in this instance, the historical.
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Origins and ambitions of the Congruence Engine project
The origins of the Congruence Engine project in long-term curatorial, research and digital practice within the Science Museum and beyond.
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Connecting places and collections
This article briefly describes the development of the Historic England Archive and how this has shaped its industrial collections. A case study describing the collection of a power-station artefact illustrates the challenges involved in collecting industrial heritage.