DATAFICATION IEEE PAPER 2022



Datafication is a technological trend turning many aspects of our life into data which is subsequently transferred into information realised as a new form of value.
Netflix, an internet streaming media provider, is a bright example of datafication process. It provides services in more than 40 countries and 33 million streaming members. Originally, operations were more physical in nature with its core business in mail order-based disc rental (DVD and Blu-ray)
Datafication makes it possible for businesses to improve operations to increase productivity and pad their revenue. At the micro level, it can help organizations accomplish day-to-day tasks while maximizing resources. At the macro level, it can streamline current processes, allowing users to remain competitive.
Datafication refers to the process by which subjects, objects, and practices are transformed into digital data. Associated with the rise of digital technologies, digitization, and big data, many scholars argue datafication is intensifying as more dimensions of social life play out in digital spaces.








Telling Trauma: The Datafication of Traumatic Experiences and the Case for Feminist Narrative Methodologies.
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I go into more detail about it and my application of it in this dissertation below ( Datafication Abstraction), and in Chapter Two. Furthermore, I elaborate on the terms from media studies

The datafication of assessment and learning: An ethno-case study of student, teacher and school practices in Queensland, Australia
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This thesis explores how the actions and processes of ‘ datafication ’(Bradbury Roberts-Holmes, 2018) enabled and constrained student, teacher and school practices of assessment

When is Machine Learning Data Good: Valuing in Public Health Datafication
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In particular, we look at the case of datafication of public health to reflect on the data supply chain, or how data changes hands from stakeholder to stakeholder. In the process, we

Datafied Gay Mens Dating
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on mediated gays dating, datafication and social order, and as ‘the ordering of gay sexual sociality through datafication ’. sociality ordered through datafication institutionalise an

Data in the Developing City: The Digital Geography of Indias Smart Urbanism
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It argues that the process of datafication in urban governance requires a comprehensive scrutiny of digital policies that shape this digital turn. It further suggests we need to incorporate

Advances in Distrust and Trust Research: Digital Technologies in Organizations and Beyond
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The fourth paper entitled Exploring the chemistry of datafication control pathways for a This paper on a timely topic contributes to the discussion on datafication as means to enact

Introduction to the Minitrack on Advances in Distrust and Trust Research: Digital Technologies in Organizations and Beyond
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The fourth paper entitled Exploring the chemistry of datafication control pathways for a This paper on a timely topic contributes to the discussion on datafication as means to enact

The German Context: School Turnaround in Ten Schools in Difficult Circumstances: The Need for Adaptive and Contextualized Approaches to Development
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The labeling of schools has emerged with increased datafication as a core element in education governance. Datafication is often used to characterise how different aspects of

Teacher agency and washback: insights from classrooms in rural Bangladesh
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fully controlled by examination and datafication . We noted that in the current context of datafication . The findings reported with both the challenges of datafication (political pressure)

Data classes: an investigation of the people that do datain schools
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Given the focus of this book on datafication and education, we are particularly interested in how teachers understand data and how this shapes their professional practices and

Accepted Version
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Across this chapter, I argue that while the discourses of performativity and datafication permeated students schooling experiences, their responses as speakers (Biestaa) in this The datafication of journalism and the arising ethical challenges of such datafication are discussed Particularly, datafication and algorithm-driven news work are challenges that warrant

Governance is essential to get digital technology right-but it needs to be more conceptualized
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Datafication and the increased use of information technology provides a new environment risks associated with the digitalisation and datafication of work. Network vulnerabilities stem

The Application of Data Science in Public Health
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demonstrates that although the wielding of data science might lead to some undesirable effects, it is inevitable for contemporary human beings to accept and get along with datafication .

On Data and Care in Migration Contexts
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Offering fresh impetus to the emerging interdisciplinary research focus area of digital migration studies, this book probes how migration researchers, practitioners and policymakers can

Big data and national security: A guide for Australian policymakers
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The ability to represent the interactions of daily social life in online, quantified data datafication has increased dramatically.While datafication is not entirely new, it is increasingly

THE CONTRIBUTION OF DATA MINING TO THE EDUCATION SECTOR
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This is when the term datafication is explained under three main characteristics aimed at rethinking the logic of value creation. Datafication therefore resembles a reprocessing of We review digitization and datafication across the life course, as well as in medicine and public health, physical movement and self-tracking practices, and sexuality and gender

Everyday AI at Work: Self-tracking and automated communication for smart work
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understanding of automated communication and everyday AI, we should strive for empirical, contextually grounded research that can help detail not only what tracking and datafication

Towards an Inclusive Analytics for Australian Higher Education
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that analytics rely on the always imperfect datafication of human behaviours and the equally These challenges of seeing disadvantage through a process of datafication are numerous,

Internet Use in Algorithmized Digital Societies: Selected Implications of a Socially Stratified Practice
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Relying on this co-evolutionary understanding of digitization characterized by datafication algorithmization, and platformization, this thesis contributes to the conceptual and empirical

Prisoners Training AI
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As we enter the open-plan ofce of Vainu, a Finnish start-up based in a converted industrial building in Helsinki’s gentrified Kallio neighbourhood, a large screen displaying charts greets

EU Science Hub
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datafication or new phenomena such as misinformation and disinformation, have led to new and increased digital literacy requirements on the part of the citizen. There is also an

Inspire Creativity, Enrich Life
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This study conducts critical discourse analysis of Douyin (the Chinese version of TikTok) CEO Zhang Nan’s public speeches across toat its milestone events. It aims to

Impact of Covid-19 and needs of digital transformation to protect assets from corrosion
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data from such technologies will be generated and shared by machines in the future, as machines communicate with one another across data networks, in keeping with the datafication How did this book come into being In the spring of 201 we submitted an application to the Independent Research Fund Denmark for a research network on ‘The Anthropology of

In the mood of data and measurements: experiments as affirmative
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Taking the inescapability of data within academia as our jumping-off point, our readings of ‘ datafication ’ became an experiment a critique beyond criticism in which we looked for

Global Internet governance: an unchartered diplomacy terrain
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of disruptions are the subjects of academic research, as part of profound mutations carrying important implications far beyond the sole online domain: platformization and datafication of

Media and communication studies, privacy and public values: Future challenges
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Datafication refers to the ability of digital platforms to convert online and offline interactions The datafication process happens on two levels: people and environment. Datafication of

5. Judgements Without Judges
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In fact, the datafication of each experience translates into a radical mutation of our lifestyles, since there is no economic, political, social or cultural sector that is not directly affected.

For the love of good stories: a narrative inquiry into a reading for enjoyment pedagogy
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The change is pertinently encapsulated in the Datafication of children quote by British children’s novelist and laureate Michael Rosen, drawn by Chris Riddell, shown in Figure 1.1.

Pandemic Acceleration: Covid-19 and the emergency digitalization of
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Taken together, the interrelated processes of soft privatization, datafication and platformization have played a key role in configuring the evolvement of (commercial) digitalization efforts

School of Data and shifting forms of political subjectivity
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Digital media are increasingly ‘data media’and data media are involved in various forms of political activism. This chapter reconstructs political subjectivities around figurations of the ‘In the age of datafication any breach of the right to privacy and data protection is perceived (ICT) poses to the dominant datafication process, especially for the processing of personalArtificial Neural Networks (ANNs) and Multiple Linear Regression (MLR) based Quantitative Structure-Activity Relationships (QSARs) models were developed to predict enzymatic

Key Aspects of Data Science, Methodologies, Issues, Challenges and its Applications
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This paper gives a summary from three articles in the bibliography on data science. Through the introduction, research methods, data science projects can be improved through aHi, we’re 23andMe. We’re all about real science, real data and genetic insights that positively impact people’s lives. So reads the promotional material on the homepage of 23andMe,

A critical perspective on the sharing economy in tourism using examples of the accommodation sector in Austria
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This chapter focuses on the area of tourism in Austria, specifically in the short-term accommodation sector. In Austria, tourism has an important status. With 89.3 million overnight stays

Authenticity and digital Popular Music Brands (final manuscript)
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Introduction 6 million likes and 26 900 comments is what an Instagram post by Lady Gaga from 6th of July received (as of the time of writing). Lady Gaga has an engaged

The ethical underpinnings of Smart City governance: Decision-making in the Smart Cambridge programme, UK
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The first is ‘ datafication and privacy’, which encapsulates concerns around dataveillance and geosurveillance (concepts relating to data with locational references), inferencing and

World Yearbook of Education 2022
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scale assessments and the digitalization and datafication of education. His recent research to develop professional understanding of datafication and commercialization in schooling.

The co-production of the Metropolitan Water Observatory (MWO) platform
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1), emphasises justice, as the datafication of society becomes a collective concern connected to broader patterns of injustice (Hintz et al. 2018). Data justice three pillars include visibility

Financialization re-imagined
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In the beautiful final part of the above quote ( our ways of seeing are shifting, yet darkness doesn’t seem to go away ), Komporozos-Athanasiou alludes to the fact that datafication and

of the City
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The bridge installed in De Wallen, Amsterdam becomes emblematic of multiple strains of development that are taking place in cities at the moment: increased datafication of the use of

Looking through the mirror
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The study of news agencies has been abandoned due to academia’s inability to move beyond dichotomous understandings of media systems. Today, players like Al Jazeera English

The Survey Statistician No. 8 January 2022
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The new challenges are emerging: we are grappling with an increasing datafication of all the aspects of our life: this makes Citizen Science and Citizen Generated Data interesting

Introduction to Research Handbook on Privacy and Data Protection Law
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Pierson identifies and discusses how these different elements together shape the mechanisms ( datafication commodification and selection) that drive current data-driven digitalUntitled Page 1 Page 2 The Algorithmic Unconscious This book applies the concepts and methods of psychoanalysis to the study of artificial intelligence (AI) and human AI interaction.

DATA SCIENCE FOR A CRITICAL SOCIETY: A CURRICULUM PROJECT
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Data science is a relatively emerging field that takes knowledge from statistics, data mining, databases and distributed systems and combines it in a single multifaceted domain of

Educational Perspectives on Mediality and Subjectivation: Introduction
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If, for example, we regard datafication as a central feature of digital mediality, we will indeed find ourselves prompted to incorporate large and diverse corpora of existing data, and then

Digital urban planning and urban planners mediatized construction of spaces
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Considering digital planning in more detail, a large-scale datafication of spatial realities can be seen to have taken place. Urban spaces have entered the digital world and continue to

International Journal of Educational Methodology
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Through an exploration of language practices in an early years setting, this paper aims to examine discourses about transforming monolingual practice generated during an internally

Blockchain Island
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Cryptocurrency and its blockchain technology have been presented as the future of money, as a promise of horizontality and decentralization, and as a solution for many of the problems

The hitchhikers guide Method handbook for quantification of online lin-guistic data in a country-specific context Official research report, Linguistic Explorations
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Social scientists have noted that the material features of social media give rise to a range of social media logics: programmability, popularity bias, connectivity, and datafication (van

The hitchhikers guide to web-mediated text. Method handbook for quantification of online linguistic data in a country-specific context. Official research report
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The hitchhiker’s guide Page 1 The hitchhiker’s guide Method handbook for quantification of online linguistic data in a country-specific context Official research report, Linguistic

Innovation in journalism
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This chapter takes as its starting point an indicator for the diversity of news formats from the 2021 Media for Democracy Monitor (MDM) project as an important feature for plurality ofThis paper describes the experience of a group of interdisciplinary researchers and research professionals involved in the PROgressive VIsual DEcisionmaking in Digital Humanities (

BETWEEN PROMISE AND PERIL: DIGITALISED MIGRATION IN THE EURO-MEDITERRANEAN REGION
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Scholars have observed that we can presently see a datafication of migration statistics where our ‘perception of reality becomes more technologically and statistically mediated’ (

Human Centric Smart Cities
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Urbanization and rural flight, technological development, and globalization are working together to rapidly elevate the importance of cities within our societies. Cities compete against

Revisiting Patient-Clinician Interaction in 2022: Challenges from the Field and Opportunities for Future Research
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The goal of this workshop is to revisit the concept of patient-clinician interaction, a classical concept of CSCW research in healthcare. While the CSCW community has been working on

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