Big data and its epistemology

M Frické - Journal of the association for information science and …, 2015 - Wiley Online Library
The article considers whether B ig D ata, in the form of data‐driven science, will enable the
discovery, or appraisal, of universal scientific theories, instrumentalist tools, or inductive …

Could Big Data be the end of theory in science? A few remarks on the epistemology of data‐driven science

F Mazzocchi - EMBO reports, 2015 - embopress.org
Afew years ago, Chris Anderson, former editor in chief of Wired magazine, published a
provocative and thought-provoking article:“The end of theory: the data deluge makes the …

Big data and their epistemological challenge

L Floridi - Philosophy & Technology, 2012 - Springer
It is estimated that humanity accumulated 180 EB of data between the invention of writing
and 2006. Between 2006 and 2011, the total grew ten times and reached 1,600 EB. This …

[图书][B] Data science thinking

L Cao, L Cao - 2018 - Springer
Data Science Thinking | SpringerLink Skip to main content Advertisement SpringerLink Account
Menu Find a journal Publish with us Track your research Search Cart Book cover Data Science …

Algorithmic rationality: Epistemology and efficiency in the data sciences

I Lowrie - Big Data & Society, 2017 - journals.sagepub.com
Recently, philosophers and social scientists have turned their attention to the
epistemological shifts provoked in established sciences by their incorporation of big data …

Big data and the little big bang: an epistemological (R) evolution

D Balazka, D Rodighiero - Frontiers in big Data, 2020 - frontiersin.org
Starting from an analysis of frequently employed definitions of big data, it will be argued that,
to overcome the intrinsic weaknesses of big data, it is more appropriate to define the object …

Responsible data science

WMP van der Aalst, M Bichler, A Heinzl - Business & Information Systems …, 2017 - Springer
An increasing fraction of research reported in BISE (Business & Information Systems
Engineering) is data-driven. This is not surprising since torrents of data are vigorously …

Aspects of theory-ladenness in data-intensive science

W Pietsch - Philosophy of Science, 2015 - cambridge.org
Recent claims, mainly from computer scientists, concerning a largely automated and model-
free data-intensive science have been criticized by several philosophers of science. The …

Big data and reality

R Shaw - Big Data & Society, 2015 - journals.sagepub.com
DNA sequencers, Twitter, MRIs, Facebook, particle accelerators, Google Books, radio
telescopes, Tumblr: what do these things have in common? According to the evangelists of …

Big data and its technical challenges

HV Jagadish, J Gehrke, A Labrinidis… - Communications of the …, 2014 - dl.acm.org
Big data and its technical challenges Page 1 86 COMMUNICATIONS OF THE ACM | JULY
2014 | VOL. 57 | NO. 7 review articles IMA GE B Y AMAZEME GRAPHICS IN A BROAD range of …