Digital education governance: data visualization, predictive analytics, and 'real-time'policy instruments

B Williamson - Journal of education policy, 2016 - Taylor & Francis
Educational institutions and governing practices are increasingly augmented with digital
database technologies that function as new kinds of policy instruments. This article surveys …

[图书][B] The promise of infrastructure

N Anand, A Gupta, H Appel - 2018 - books.google.com
From US-Mexico border walls to Flint's poisoned pipes, there is a new urgency to the politics
of infrastructure. Roads, electricity lines, water pipes, and oil installations promise to …

Big data in education: The digital future of learning, policy and practice

B Williamson - 2017 - torrossa.com
Big data, algorithms, data mining, analytics, machine learning and AI have become some of
the most significant technical developments and concepts of recent years. Today's most …

[图书][B] Big data, little data, no data: Scholarship in the networked world

CL Borgman - 2017 - books.google.com
An examination of the uses of data within a changing knowledge infrastructure, offering
analysis and case studies from the sciences, social sciences, and humanities.“Big Data” is …

Amazon and the new global connective architectures of education governance

B Williamson, KN Gulson, C Perrotta… - Harvard …, 2022 - meridian.allenpress.com
In this analytical essay, part of Harvard Educational Review's symposium on Platform
Studies in Education, Ben Williamson, Kalervo N. Gulson, Carlo Perrotta, and Kevin …

Open research knowledge graph: next generation infrastructure for semantic scholarly knowledge

MY Jaradeh, A Oelen, KE Farfar, M Prinz… - Proceedings of the 10th …, 2019 - dl.acm.org
Despite improved digital access to scholarly knowledge in recent decades, scholarly
communication remains exclusively document-based. In this form, scholarly knowledge is …

The hidden architecture of higher education: Building a big data infrastructure for the 'smarter university'

B Williamson - International Journal of Educational Technology in …, 2018 - Springer
Universities are increasingly organized and managed through digital data. The collection,
processing and dissemination of Higher Education data is enabled by complex new data …

[图书][B] Problem spaces: How and why methodology matters

C Lury - 2020 - books.google.com
In this innovative book, Celia Lury argues that the time has come for us to explore the world
not only with new methods, but with a new approach to methodology itself. Fundamental …

Critique and contribute: A practice-based framework for improving critical data studies and data science

G Neff, A Tanweer, B Fiore-Gartland, L Osburn - Big data, 2017 - liebertpub.com
What would data science look like if its key critics were engaged to help improve it, and how
might critiques of data science improve with an approach that considers the day-to-day …

[PDF][PDF] Learning analytics and AI: Politics, pedagogy and practices

SJB Shum, R Luckin - British journal of educational technology, 2019 - discovery.ucl.ac.uk
It is arguably human nature—and most certainly bureaucratic nature—to want to quantify our
successes and failures. The ability to calculate a numerical value to represent the progress …