Computationally inferred genealogical networks uncover long-term trends in assortative mating

Article, Preprint English OPEN
Malmi, Eric; Gionis, Aristides; Solin, Arno;
  • Related identifiers: doi: 10.1145/3178876.3186136
  • Subject: pedigree | 113 Computer and information sciences | social stratification | assortive mating | Computer Science - Social and Information Networks | Quantitative Biology - Populations and Evolution | population reconstruction | homogamy | Physics - Physics and Society | family tree | probabilistic record linkage | genealogy

Genealogical networks, also known as family trees or population pedigrees, are commonly studied by genealogists wanting to know about their ancestry, but they also provide a valuable resource for disciplines such as digital demography, genetics, and computational social... View more
  • References (30)
    30 references, page 1 of 3

    [1] 2016. Lyhenteitä (Abbreviations). sivut/termitnew.html. (2016). Accessed: 2017-10-25.

    [2] Ricardo Baeza-Yates, Álvaro Pereira, and Nivio Ziviani. 2008. Genealogical trees on the Web: a search engine user perspective. In Proc. WWW.

    [3] Gerrit Bloothooft, Peter Christen, Kees Mandemakers, and Marijn Schraagen. 2015. Population Reconstruction. Springer.

    [4] Glenn W Brier. 1950. Verification of forecasts expressed in terms of probability. Monthey Weather Review 78, 1 (1950), 1-3.

    [5] Hans Henrik Bull. 2005. Deciding whom to marry in a rural two-class society: Social homogamy and constraints in the marriage market in Rendalen, Norway, 1750-1900. International review of social History 50, S13 (2005), 43-63.

    [6] Tianqi Chen and Carlos Guestrin. 2016. XGBoost: A scalable tree boosting system. In Proc. KDD.

    [7] P. Christen. 2016. Application of advanced record linkage techniques for complex population reconstruction. ArXiv e-prints (Dec. 2016). arXiv:cs.DB/1612.04286

    [8] Peter Christen, Dinusha Vatsalan, and Zhichun Fu. 2015. Advanced record linkage methods and privacy aspects for population reconstruction-A survey and case studies. In Population Reconstruction. Springer, 87-110.

    [9] Kyle Cranmer, Juan Pavez, and Gilles Louppe. 2016. Approximating likelihood ratios with calibrated discriminative classifiers. ArXiv e-prints (March 2016). arXiv:stat.AP/1506.02169

    [10] Halbert L Dunn. 1946. Record linkage. American Journal of Public Health and the Nations Health 36, 12 (1946), 1412-1416.

  • Related Research Results (2)
  • Metrics
Share - Bookmark