Accountable algorithms

JA Kroll - 2015 - search.proquest.com
Important decisions about people are increasingly made by algorithms: Votes are counted;
voter rolls are purged; financial aid decisions are made; taxpayers are chosen for audits; air …

[BOOK][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 …

Big Data computing and clouds: Trends and future directions

MD Assunção, RN Calheiros, S Bianchi… - Journal of parallel and …, 2015 - Elsevier
This paper discusses approaches and environments for carrying out analytics on Clouds for
Big Data applications. It revolves around four important areas of analytics and Big Data …

Provenance documentation to enable explainable and trustworthy AI: A literature review

A Kale, T Nguyen, FC Harris Jr, C Li, J Zhang… - Data Intelligence, 2023 - direct.mit.edu
Recently artificial intelligence (AI) and machine learning (ML) models have demonstrated
remarkable progress with applications developed in various domains. It is also increasingly …

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

K Janowicz, S Gao, G McKenzie, Y Hu… - International Journal of …, 2020 - Taylor & Francis
Recent progress in Artificial Intelligence (AI) techniques, the large-scale availability of high-
quality data, as well as advances in both hardware and software to efficiently process these …

[BOOK][B] Critical digital humanities: the search for a methodology

JE Dobson - 2019 - books.google.com
Can established humanities methods coexist with computational thinking? It is one of the
major questions in humanities research today, as scholars increasingly adopt sophisticated …

Privacy-aware role-based access control

Q Ni, E Bertino, J Lobo, C Brodie, CM Karat… - ACM Transactions on …, 2010 - dl.acm.org
In this article, we introduce a comprehensive framework supporting a privacy-aware access
control mechanism, that is, a mechanism tailored to enforce access control to data …

Preventing history forgery with secure provenance

R Hasan, R Sion, M Winslett - ACM Transactions on Storage (TOS), 2009 - dl.acm.org
As increasing amounts of valuable information are produced and persist digitally, the ability
to determine the origin of data becomes important. In science, medicine, commerce, and …

A survey on scholarly data: From big data perspective

S Khan, X Liu, KA Shakil, M Alam - Information Processing & Management, 2017 - Elsevier
Recently, there has been a shifting focus of organizations and governments towards
digitization of academic and technical documents, adding a new facet to the concept of …

The foundations for provenance on the web

L Moreau - Foundations and Trends® in Web Science, 2010 - nowpublishers.com
Provenance, ie, the origin or source of something, is becoming an important concern, since it
offers the means to verify data products, to infer their quality, to analyse the processes that …