Big Data and Society

SSCI-ISI SCOPUS (2014-2025)

  2053-9517

  2053-9517

  Anh Quốc

 

Cơ quản chủ quản:  SAGE Publications Ltd , SAGE Publications Inc.

Lĩnh vực:
CommunicationLibrary and Information SciencesInformation SystemsInformation Systems and ManagementComputer Science Applications

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Các bài báo tiêu biểu

Big Data, new epistemologies and paradigm shifts
Tập 1 Số 1 - 2014
Rob Kitchin
This article examines how the availability of Big Data, coupled with new data analytics, challenges established epistemologies across the sciences, social sciences and humanities, and assesses the extent to which they are engendering paradigm shifts across multiple disciplines. In particular, it critically explores new forms of empiricism that declare ‘the end of theory’, the creation of data-driv... hiện toàn bộ
How the machine ‘thinks’: Understanding opacity in machine learning algorithms
Tập 3 Số 1 - 2016
Jenna Burrell
This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud detection, search engines, news trends, market segmentation and advertising, insurance or loan qualification, and credit scoring. These mechanisms of classification all frequently rely on computational algorithms, and in many cases on... hiện toàn bộ
The ethics of algorithms: Mapping the debate
Tập 3 Số 2 - 2016
Brent Mittelstadt, Patrick Allo, Mariarosaria Taddeo, Sandra Wachter, Luciano Floridi
In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among... hiện toàn bộ
What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets
Tập 3 Số 1 - 2016
Rob Kitchin, Gavin McArdle
Big Data has been variously defined in the literature. In the main, definitions suggest that Big Data possess a suite of key traits: volume, velocity and variety (the 3Vs), but also exhaustivity, resolution, indexicality, relationality, extensionality and scalability. However, these definitions lack ontological clarity, with the term acting as an amorphous, catch-all label for a wide selection of ... hiện toàn bộ
Web3 as ‘self-infrastructuring’: The challenge is how
Tập 10 Số 1 - 2023
Kelsie Nabben
The term ‘Web3’ refers to the practices of participating in digital infrastructures through the ability to read, write and coordinate digital assets. Web3 is hailed as an alternative to the failings of big tech, offering a participatory mode of digital self-organizing and shared ownership of digital infrastructure through software-encoded governance rules and participatory practices. Yet, very few... hiện toàn bộ
Expansive and extractive networks of Web3
Tập 10 Số 1 - 2023
Jathan Sadowski, Kaitlin Beegle
The self-proclaimed usurper of Web 2.0, Web3 quickly became the center of attention. Not long ago, the public discourse was saturated with projects, promises, and peculiarities of Web3. Now the spotlight has swung around to focus on the many faults, failures, and frauds of Web3. The cycles of technological trends and investment bubbles seem to be accelerating in such a way as to escape any attempt... hiện toàn bộ