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Conceptual Framework

Rethinking big data in digital humanitarianism: practices, epistemologies, and social relations

Ryan Burns

Methodology Conceptual Framework
Objective Effectiveness

Mapping collective behavior in the big-data era

Pantelis P. Analytis Mehdi Moussaïd Florian Artinger Juliane E Kämmer Gerd Gigerenzer

Methodology Conceptual Framework
Objective Effectiveness

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Privacy of Public Data

Kirsten E. Martin Helen Nissenbaum

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Why a Nudge is Not Enough: A social identity critique of governanceby stealth

Frank Mols S. Alexander Haslam Jolanda Jetten Niklas K. Steffens

Methodology Conceptual Framework
Objective Effectiveness

The Spectrum of Control: A Social Theory of the Smart City

Jathan Sadowski Frank A. Pasquale III

Methodology Conceptual Framework

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MOOCs and Crowdsourcing: Massive Courses and Massive Resources

John Prpić James Melton Araz Taeihagh Terry Anderson

Methodology Conceptual Framework

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Shaping the Web: Why the Politics of Search Engines Matters

Lucas D. Introna Helen Nissenbaum

Objective Legitimacy

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EU Citizenship: Twenty Years On

Patricia Mindus

Methodology Conceptual Framework
Objective Legitimacy

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The Smart City and its Citizens: Governance and Citizen Participation in Amsterdam Smart City

Carlo Francesco Capra

Benchmarking open government: An open data perspective

N. Veljković S. Bogdanović-Dinić L. Stoimenov

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

Private Data and the Public Good

Gideon Mann

Methodology Conceptual Framework

Statactivism: Forms of Action between Disclosure and Affirmation

Isabelle Bruno Emmanual Didier Tommaso Vitale

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Teaching Open Data for Social Movements: a Research Strategy

Alan Freihof Tygel Maria Luiza Machado Campos Celso Alexandre Souza de Alvear

Category Open Data

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Is Transparency a Recipe for Innovation?

Bastiaan Heemsbergen

Methodology Conceptual Framework

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An investigation of unpaid crowdsourcing

Ria Mae Borromeo Motomichi Toyama

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Five design principles for crowdsourced policymaking: Assessing the case of crowdsourced off-road traffic law in Finland

Tanja Aitamurto Hélène Landemore

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Open Government: Missing Questions

Vadym Pyrozhenko

Methodology Conceptual Framework
Objective Legitimacy

Open data and its usability: an empirical view from the Citizen’s perspective

Vishanth Weerakkody Zahir Irani Kawal Kapoor Uthayasankar Sivarajah Yogesh K. Dwivedi

Category Open Data
Objective Effectiveness

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A systematic review of barriers to data sharing in public health

Willem G. van Panhuis Proma Paul Claudia Emerson John Grefenstette Richard Wilder Abraham J. Herbst David Heymann Donald S. Burke

Methodology Conceptual Framework
Objective

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Sharing Data Is a Form of Corporate Philanthropy

Matt Stempeck

Methodology Conceptual Framework

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Beyond the Quantified Self: Thematic exploration of a dataistic paradigm

Minna Ruckenstein Mika Pantzar

Category Small Data
Methodology Conceptual Framework

Anonymization and Risk

Ira Rubinstein Woodrow Hartzog

Methodology Conceptual Framework

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Disclosing or obscuring? The politics of transparency in global climate governance

Aarti Gupta Michael Mason

Methodology Conceptual Framework
Objective Legitimacy

A Systematic Review of Open Government Data Initiatives

Judie Attard Fabrizio Orlandi Simon Scerri Sören Auer

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

Resistance of Public Personnel to Open Government: A Cognitive Theory View of Implementation Barriers Towards Open Government Data

Bernd W. Wirtz Robert Piehler Marc-Julian Thomas Peter Daiser

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

Towards Decision Support for Disclosing Data: Closed or Open Data?

Anneke Zuiderwijk Marijn Janssen

Category Open Data
Objective Legitimacy

The openness buzz in the knowledge economy: Towards taxonomy

Anna Lundgren

Category Open Data

Hacking the streets: 'Smart' writing in the smart city

Spencer Jordan

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We All Need Help: “Big Data” and the Mismeasure of Public Administration

Stéphane Lavertu

Methodology Conceptual Framework
Objective Effectiveness

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Privacy Concerns in Smart Cities

Liesbet van Zoonen

Methodology Conceptual Framework
Objective Privacy

Constitutional Conventions in the Digital Era: Lessons from Iceland and Ireland

Silvia Suteu

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Visual Rulemaking

Elizabeth G. Porter Kathryn A. Watts

Category Data Analysis
Methodology Conceptual Framework

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Questioning Big Data: Crowdsourcing crisis data towards an inclusive humanitarian response

Femke Mulder Julie Ferguson Peter Groenewegen Kees Boersma Jeroen Wolbers

Category Big Data

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Accountable Algorithms

Joshua A. Kroll Joanna Huey Solon Barocas Edward W. Felten Joel R. Reidenberg David G. Robinson Harlan Yu

Methodology Conceptual Framework
Objective Legitimacy

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Fifty Shades of Manipulation

Cass R. Sunstein

Methodology Conceptual Framework

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Behavioral Insights and Public Policy Lessons from Around the World

Data democracy increased supply of geospatial information and expanded participatory processes in the production of data

Max Craglia Lea Shanley

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Big Data: Big Power Shifts?

Lena Ulbricht Maximilian von Grafenstein

Objective Effectiveness

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The Fundamentals of Policy Crowdsourcing

John Prpić Araz Taeihagh James Melton

Methodology Conceptual Framework

Government Data Does Not Mean Data Governance: Lessons Learned from a Public Sector Application Audit

Nik Thompson Ravi Ravindran Salvatore Nicosia

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The ethical impact of data science

Luciano Floridi Mariarosaria Taddeo

Category Data Analysis
Objective

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Crowdsourcing Privacy Policy Analysis: Potential, Challenges and Best Practices

Florian Schaub Travis D. Breaux Norman Sadeh

Methodology Conceptual Framework

Towards a Transparency Ontology in the Context of Open Government

Rui Pedro Lourenço Susana Jorge Helena Rolas

Objective Transparency

Seeing without Knowing: Limitations of the Transparency Ideal and Its Application to Algorithmic Accountability

Methodology Conceptual Framework
Objective Legitimacy

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Credit Scoring and Trade Secrecy: An Algorithmic Quagmire or How the Lack of Transparency in Complex Financial Models Scuttled the Finance Market

Brenda Reddix-Smalls

Methodology Conceptual Framework
Objective Legitimacy

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Smart cities: moving beyond urban cybernetics to tackle wicked problems

Robert Goodspeed

Objective Effectiveness

Data protection in a big data society. Ideas for a future regulation

Alessandro Mantelero Giuseppe Vaciago

Methodology Conceptual Framework

Embracing Crowdsourcing: A Strategy for State and Local Governments Approaching “Whole Community” Emergency Planning

Jesse A. Sievers

Methodology Conceptual Framework

Crowdsourcing: A Survey of Applications

Jayshri Namdeorao Ganthade Sunil R. Gupta

Methodology Conceptual Framework
Objective Effectiveness

The Challenges and Limits of Big Data Algorithms in Technocratic Governance

Marijn Janssen George Kuk

Methodology Conceptual Framework
Objective Legitimacy

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Group Privacy in Times of Big Data. A Literature Review

Paula Helm

Objective Privacy

Open or Closed? Open Licensing of Real-Time Public Sector Transit Data

Teresa Scassa Alexandra Diebel

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Why do humans reason? Arguments for an argumentative theory

Hugo Mercier Dan Sperber

Methodology Conceptual Framework
Objective Effectiveness

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Collaborative Governance in Theory and Practice

Chris Ansell Alison Gash

Methodology Conceptual Framework

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Smart cities: the state-of-the-art and governance challenge

Mark Deakin

Methodology Conceptual Framework

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