Population Reconstruction

It is thus not a single discipline that is involved in such an endeavor. Historians, social scientists, and linguists represent the humanities through their knowledge of the complexity of the past, the limitations of sources, and the possible interpretations of information. The availability of big data from digitized archives and the need for complex analyses to identify individuals calls for the involvement of computer scientists. With contributions from all these fields, often in direct cooperation, this book is atthe heart of the digital humanities, and will hopefully offer a source of inspiration for future investigations.

Part I Data quality: cleaning and standardization.- 1 The Danish Demographic Database - principles and methods for cleaning and standardization of data.- 2 Dutch historical toponyms in the Semantic Web.- 3 Automatic methods for coding historical occupation descriptions to standard classifications.- 4 Learning name variants from inexact high-confidence matches.- Part II Record linkage and validation.- 5 Advanced record linkage methods and privacy aspects for population reconstruction - a survey and case studies.- 6 Reconstructing historical populations from genealogical data files.- 7 Multi-source entity resolution for genealogical data.- 8 Record linkage in the Historical Population Registry for Norway.- 9 Record linkage in Medieval and early modern texts.- Part III Life course reconstruction.- 10 Reconstructing lifespans through historical marriage records of Barcelona from the 16th and 17th centuries.- 11 Dancing with dirty data: Problems in the extraction of life-course evidence from historical censuses.- 12 Using the Canadian censuses of 1852 and 1881 for automatic data linkage: a case study of intergenerational social mobility.- 13 Introducing 'movers' into community reconstructions: linking civil registers of vital events to local and national census data: a Scottish experiment.- 14 Linking strategies for building a life course dataset from Australian convict records; Founders & Survivors: Australian Life Courses in Historical Context, 1803-1920.