Research Handbook on Digital Data
portes grátis
Research Handbook on Digital Data
Interdisciplinary Perspectives
Stelmaszak, Marta; Aaltonen, Aleksi; Lyytinen, Kalle
Edward Elgar Publishing Ltd
03/2026
408
Dura
Inglês
9781035348701
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Contents
1 Looking through the digital data kaleidoscope: introduction to the
Research Handbook on Digital Data 1
Marta Stelmaszak, Aleksi Aaltonen and Kalle Lyytinen
PART I DATA FOUNDATIONS
2 Boundaries between explicit and tacit knowledge: data's world 20
James W. Cortada
3 Data in information infrastructures: foundations and structuring of socio-
economic value 37
Robin Gustafsson, Robert van der Have, Niko Lipiaeinen and Ville Valovirta
4 How datasets become: data journeys from phenomena to facts 57
Matthew Jones
PART II DATA DESIGN
5 Machine learning and artificial neural networks: fundamentally new
paradigms 72
Michael L. Brodie
6 Data-driven digital twins 89
Michael Grieves
7 Is data self-sovereignty possible in a world of data-enabled learning and
artificial intelligence? 108
Ola Henfridsson
8 Data heterogeneity and integration frameworks in modern scientific
research 115
Charles McElroy
9 How design decisions affect data reusability 130
Jeffrey Parsons, Shawn Ogunseye, Aida Nouri, Ryan J. A. Murphy and
Roman Lukyanenko
PART III DATA IN PRACTICE
10 Organizing for data: how digital data imaginaries reconfigure
organizations 150
Tomislav Karacic and Anastasia V. Sergeeva
11 Can the data subaltern speak? A decolonial perspective on data studies 162
Silvia Masiero
12 Quousque tandem? A tale of two data work ironies 177
Elena Parmiggiani
13 Parables of circulating reference 191
David Ribes, Geoffrey C. Bowker and Eric Monteiro
PART IV DATA GOVERNANCE
14 Balancing interests in digital data governance: evolving regulatory and
organizational approaches 203
Elizabeth Davidson and Jenifer Sunrise Winter
15 Temporal fragilities in data sharing and data governance 218
Sirkka L. Jarvenpaa and Anna Essen
16 Data governance - a managerial perspective 233
Christine Legner and Hippolyte Lefebvre
17 Immutable blockchains, mutable rules: comparative governance of
blockchain-based lending 252
Mikhail V. Oet and Evelina Kvedaraviciute
18 Data governance for AI training: unlocking medical data for innovation 280
Angelo Kenneth S. Romasanta and Jonathan D. Wareham
19 User-centric data governance: transforming education and employment
records 297
Yuqiao Xu, Erman Ayday and Youngjin Yoo
PART V DATA USE
20 Synthetic digital data in global finance: great expectations, what
realizations? 310
Carolina Aguerre, Malcolm Campbell-Verduyn, Marc Lenglet and
Edemilson Parana
21 The nature and development of a planning data ecosystem 324
Juliette Davret, Carla Maria Kayanan, Rob Kitchin and Samuel Mutter
22 Collaborative distributed machine learning: a path to strengthen data
privacy 340
Sascha Rank, David Jin, Niclas Kannengiesser and Ali Sunyaev
23 Using digital data to shadow physical products in the context of a circular
economy: digital watermarks and the HolyGrail 2.0 initiative 355
Jan Recker and Anne Ixmeier
PART VI AFTERWORD
24 Somebody really ought to do something about that! 371
M. Lynne Markus
1 Looking through the digital data kaleidoscope: introduction to the
Research Handbook on Digital Data 1
Marta Stelmaszak, Aleksi Aaltonen and Kalle Lyytinen
PART I DATA FOUNDATIONS
2 Boundaries between explicit and tacit knowledge: data's world 20
James W. Cortada
3 Data in information infrastructures: foundations and structuring of socio-
economic value 37
Robin Gustafsson, Robert van der Have, Niko Lipiaeinen and Ville Valovirta
4 How datasets become: data journeys from phenomena to facts 57
Matthew Jones
PART II DATA DESIGN
5 Machine learning and artificial neural networks: fundamentally new
paradigms 72
Michael L. Brodie
6 Data-driven digital twins 89
Michael Grieves
7 Is data self-sovereignty possible in a world of data-enabled learning and
artificial intelligence? 108
Ola Henfridsson
8 Data heterogeneity and integration frameworks in modern scientific
research 115
Charles McElroy
9 How design decisions affect data reusability 130
Jeffrey Parsons, Shawn Ogunseye, Aida Nouri, Ryan J. A. Murphy and
Roman Lukyanenko
PART III DATA IN PRACTICE
10 Organizing for data: how digital data imaginaries reconfigure
organizations 150
Tomislav Karacic and Anastasia V. Sergeeva
11 Can the data subaltern speak? A decolonial perspective on data studies 162
Silvia Masiero
12 Quousque tandem? A tale of two data work ironies 177
Elena Parmiggiani
13 Parables of circulating reference 191
David Ribes, Geoffrey C. Bowker and Eric Monteiro
PART IV DATA GOVERNANCE
14 Balancing interests in digital data governance: evolving regulatory and
organizational approaches 203
Elizabeth Davidson and Jenifer Sunrise Winter
15 Temporal fragilities in data sharing and data governance 218
Sirkka L. Jarvenpaa and Anna Essen
16 Data governance - a managerial perspective 233
Christine Legner and Hippolyte Lefebvre
17 Immutable blockchains, mutable rules: comparative governance of
blockchain-based lending 252
Mikhail V. Oet and Evelina Kvedaraviciute
18 Data governance for AI training: unlocking medical data for innovation 280
Angelo Kenneth S. Romasanta and Jonathan D. Wareham
19 User-centric data governance: transforming education and employment
records 297
Yuqiao Xu, Erman Ayday and Youngjin Yoo
PART V DATA USE
20 Synthetic digital data in global finance: great expectations, what
realizations? 310
Carolina Aguerre, Malcolm Campbell-Verduyn, Marc Lenglet and
Edemilson Parana
21 The nature and development of a planning data ecosystem 324
Juliette Davret, Carla Maria Kayanan, Rob Kitchin and Samuel Mutter
22 Collaborative distributed machine learning: a path to strengthen data
privacy 340
Sascha Rank, David Jin, Niclas Kannengiesser and Ali Sunyaev
23 Using digital data to shadow physical products in the context of a circular
economy: digital watermarks and the HolyGrail 2.0 initiative 355
Jan Recker and Anne Ixmeier
PART VI AFTERWORD
24 Somebody really ought to do something about that! 371
M. Lynne Markus
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Digital Data; Datafication; Data Infrastructure; Data Governance; Data Work; Data and Society
Contents
1 Looking through the digital data kaleidoscope: introduction to the
Research Handbook on Digital Data 1
Marta Stelmaszak, Aleksi Aaltonen and Kalle Lyytinen
PART I DATA FOUNDATIONS
2 Boundaries between explicit and tacit knowledge: data's world 20
James W. Cortada
3 Data in information infrastructures: foundations and structuring of socio-
economic value 37
Robin Gustafsson, Robert van der Have, Niko Lipiaeinen and Ville Valovirta
4 How datasets become: data journeys from phenomena to facts 57
Matthew Jones
PART II DATA DESIGN
5 Machine learning and artificial neural networks: fundamentally new
paradigms 72
Michael L. Brodie
6 Data-driven digital twins 89
Michael Grieves
7 Is data self-sovereignty possible in a world of data-enabled learning and
artificial intelligence? 108
Ola Henfridsson
8 Data heterogeneity and integration frameworks in modern scientific
research 115
Charles McElroy
9 How design decisions affect data reusability 130
Jeffrey Parsons, Shawn Ogunseye, Aida Nouri, Ryan J. A. Murphy and
Roman Lukyanenko
PART III DATA IN PRACTICE
10 Organizing for data: how digital data imaginaries reconfigure
organizations 150
Tomislav Karacic and Anastasia V. Sergeeva
11 Can the data subaltern speak? A decolonial perspective on data studies 162
Silvia Masiero
12 Quousque tandem? A tale of two data work ironies 177
Elena Parmiggiani
13 Parables of circulating reference 191
David Ribes, Geoffrey C. Bowker and Eric Monteiro
PART IV DATA GOVERNANCE
14 Balancing interests in digital data governance: evolving regulatory and
organizational approaches 203
Elizabeth Davidson and Jenifer Sunrise Winter
15 Temporal fragilities in data sharing and data governance 218
Sirkka L. Jarvenpaa and Anna Essen
16 Data governance - a managerial perspective 233
Christine Legner and Hippolyte Lefebvre
17 Immutable blockchains, mutable rules: comparative governance of
blockchain-based lending 252
Mikhail V. Oet and Evelina Kvedaraviciute
18 Data governance for AI training: unlocking medical data for innovation 280
Angelo Kenneth S. Romasanta and Jonathan D. Wareham
19 User-centric data governance: transforming education and employment
records 297
Yuqiao Xu, Erman Ayday and Youngjin Yoo
PART V DATA USE
20 Synthetic digital data in global finance: great expectations, what
realizations? 310
Carolina Aguerre, Malcolm Campbell-Verduyn, Marc Lenglet and
Edemilson Parana
21 The nature and development of a planning data ecosystem 324
Juliette Davret, Carla Maria Kayanan, Rob Kitchin and Samuel Mutter
22 Collaborative distributed machine learning: a path to strengthen data
privacy 340
Sascha Rank, David Jin, Niclas Kannengiesser and Ali Sunyaev
23 Using digital data to shadow physical products in the context of a circular
economy: digital watermarks and the HolyGrail 2.0 initiative 355
Jan Recker and Anne Ixmeier
PART VI AFTERWORD
24 Somebody really ought to do something about that! 371
M. Lynne Markus
1 Looking through the digital data kaleidoscope: introduction to the
Research Handbook on Digital Data 1
Marta Stelmaszak, Aleksi Aaltonen and Kalle Lyytinen
PART I DATA FOUNDATIONS
2 Boundaries between explicit and tacit knowledge: data's world 20
James W. Cortada
3 Data in information infrastructures: foundations and structuring of socio-
economic value 37
Robin Gustafsson, Robert van der Have, Niko Lipiaeinen and Ville Valovirta
4 How datasets become: data journeys from phenomena to facts 57
Matthew Jones
PART II DATA DESIGN
5 Machine learning and artificial neural networks: fundamentally new
paradigms 72
Michael L. Brodie
6 Data-driven digital twins 89
Michael Grieves
7 Is data self-sovereignty possible in a world of data-enabled learning and
artificial intelligence? 108
Ola Henfridsson
8 Data heterogeneity and integration frameworks in modern scientific
research 115
Charles McElroy
9 How design decisions affect data reusability 130
Jeffrey Parsons, Shawn Ogunseye, Aida Nouri, Ryan J. A. Murphy and
Roman Lukyanenko
PART III DATA IN PRACTICE
10 Organizing for data: how digital data imaginaries reconfigure
organizations 150
Tomislav Karacic and Anastasia V. Sergeeva
11 Can the data subaltern speak? A decolonial perspective on data studies 162
Silvia Masiero
12 Quousque tandem? A tale of two data work ironies 177
Elena Parmiggiani
13 Parables of circulating reference 191
David Ribes, Geoffrey C. Bowker and Eric Monteiro
PART IV DATA GOVERNANCE
14 Balancing interests in digital data governance: evolving regulatory and
organizational approaches 203
Elizabeth Davidson and Jenifer Sunrise Winter
15 Temporal fragilities in data sharing and data governance 218
Sirkka L. Jarvenpaa and Anna Essen
16 Data governance - a managerial perspective 233
Christine Legner and Hippolyte Lefebvre
17 Immutable blockchains, mutable rules: comparative governance of
blockchain-based lending 252
Mikhail V. Oet and Evelina Kvedaraviciute
18 Data governance for AI training: unlocking medical data for innovation 280
Angelo Kenneth S. Romasanta and Jonathan D. Wareham
19 User-centric data governance: transforming education and employment
records 297
Yuqiao Xu, Erman Ayday and Youngjin Yoo
PART V DATA USE
20 Synthetic digital data in global finance: great expectations, what
realizations? 310
Carolina Aguerre, Malcolm Campbell-Verduyn, Marc Lenglet and
Edemilson Parana
21 The nature and development of a planning data ecosystem 324
Juliette Davret, Carla Maria Kayanan, Rob Kitchin and Samuel Mutter
22 Collaborative distributed machine learning: a path to strengthen data
privacy 340
Sascha Rank, David Jin, Niclas Kannengiesser and Ali Sunyaev
23 Using digital data to shadow physical products in the context of a circular
economy: digital watermarks and the HolyGrail 2.0 initiative 355
Jan Recker and Anne Ixmeier
PART VI AFTERWORD
24 Somebody really ought to do something about that! 371
M. Lynne Markus
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
