[HTML][HTML] Data science, machine learning and big data in digital journalism: A survey of state-of-the-art, challenges and opportunities

E Fernandes, S Moro, P Cortez - Expert Systems with Applications, 2023 - Elsevier
Digital journalism has faced a dramatic change and media companies are challenged to use
data science algorithms to be more competitive in a Big Data era. While this is a relatively …

What drives consumers' purchase intention of online paid knowledge? A stimulus-organism-response perspective

S Zhou, T Li, S Yang, Y Chen - Electronic Commerce Research and …, 2022 - Elsevier
With the prosperity of the online knowledge payment market, obtaining knowledge through
purchasing has become increasingly popular. The purpose of this paper is to determine the …

Teaching data journalism: A systematic review

H Bhaskaran, G Kashyap, H Mishra - Journalism Practice, 2024 - Taylor & Francis
Data Journalism has attracted considerable academic attention as an innovative journalism
practice in the recent past. It has resulted in a steady increase in academic research on data …

Do small streams make a big river? Detailing the diversification of revenue streams in newspapers' transition to digital journalism businesses

RK Olsen, B Kalsnes, J Barland - Digital Journalism, 2024 - Taylor & Francis
The newspaper industry is in a deepening revenue crisis and the advertising side of the
news business has virtually collapsed as a result of global competition with technology …

Data-driven news work culture: Reconciling tensions in epistemic values and practices of news journalism

M Ekström, A Ramsälv, O Westlund - Journalism, 2022 - journals.sagepub.com
This study investigates the epistemological implications of the appropriation of audience
analytics in a data-driven news culture. Focussing on two central aspects of epistemology …

The value of local news in the digital realm–introducing the integrated value creation model

RK Olsen - Digital Journalism, 2021 - Taylor & Francis
Taking the failing two-sided market model of commercial news media as its point of
departure, this article introduces a value creation model that unpacks the dynamics of local …

Why people don't pay for news: A qualitative study

T Groot Kormelink - Journalism, 2023 - journals.sagepub.com
Getting users to pay for news remains a key challenge in journalism. With advertising
revenues dwindling, news organizations have become increasingly dependent on reader …

Platform configuration: a longitudinal study and conceptualization of a legacy news publisher's platform-related innovation practices

S Chua, O Westlund - Online Media and Global Communication, 2022 - degruyter.com
Purpose Publishers are innovating their practices in the face of global platform companies'
growing dominance on journalism. This study examines how publishers innovate their …

Regional news audiences' value perception of local news

S Park, C Fisher, JY Lee - Journalism, 2022 - journals.sagepub.com
Local news outlets are under threat in the digital era, and many are closing or merging with
other news media due to the loss in advertising and audiences. A sustainable business …

In search for an audience-supported business model for local newspapers: findings from clickstream and subscriber data

SJ Kim, Y Zhou, EC Malthouse… - Digital journalism, 2024 - Taylor & Francis
With the decline of advertising revenue, local newspapers must shift their revenue sources
from primarily advertising to deriving a larger share from subscription fees. Although existing …