menu

Data Analysis

Flutrack.org: Open-source and linked data for epidemiology

Konstantinos Chorianopoulos Karolos Talvis

Methodology Design Science
Objective Effectiveness

May be available at

Scientific crowdsourcing in wildlife research and conservation: Tigers (Panthera tigris) as a case study

Tweeting From Left to Right: Is Online Political Communication More Than an Echo Chamber?

Pablo Barberá John T. Jost Jonathan Nagler Joshua A. Tucker Richard Bonneau

Methodology Quantitative Analysis
Objective Effectiveness

May be available at

Big data in the policy cycle: Policy decision making in the digital era

Johann Höchtl Peter Parycek Ralph Schöllhammer

Methodology Conceptual Framework
Objective Effectiveness

Tracking Employment Shocks Using Mobile Phone Data

Jameson L. Toole Yu-Ru Lin Erich Muehlegger Daniel Shoag Marta C. Gonzalez David Lazer

Category Data Analysis
Objective Effectiveness

Smart Crowds in Smart Cities: Real Life, City Scale Deployments of a Smartphone Based Participatory Crowd Management Platform

Tobias Franke Paul Lukowicz Ulf Blanke

Methodology Design Science
Objective Effectiveness

Geospatial big data and cartography: research challenges and opportunities for making maps that matter

Methodology Conceptual Framework
Objective

The challenges and limits of big data algorithms in technocratic governance

Jeannine E. Relly Carol B. Schwalbe

Methodology Conceptual Framework
Objective Effectiveness

Datafication and Democracy: Recalibrating Digital Information Systems to Address Societal Interests

Jonathan Gray

Methodology Conceptual Framework
Objective Effectiveness

Mining Administrative Data to Spur Urban Revitalization

Ben Green Alejandra Caro Matthew Conway Robert Manduca Tom Plagge Abby Miller

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

May be available at

Citizen Science: The Law and Ethics of Public Access to Medical Big Data

Sharona Hoffman

Category Data Analysis
Methodology Comparative Analysis

Entrepreneurial Administration

Phil Weiser

Methodology Conceptual Framework

May be available at

Group Privacy in Times of Big Data. A Literature Review

Paula Helm

Objective Privacy

May be available at

Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Smart cities: moving beyond urban cybernetics to tackle wicked problems

Robert Goodspeed

Objective Effectiveness

May be available at

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

Alessandro Mantelero Giuseppe Vaciago

Methodology Conceptual Framework

May be available at

Effect of Government Data Openness on a Knowledge-based Economy

Jae-Nam Lee Juyeon Ham Byounggu Choi

Social Network Sites as a Mode to Collect Health Data: A Systematic Review

F. Alshaikh F. Ramzan S. Rawaf A. Majeed

Methodology Comparative Analysis

Combatting Police Discrimination in the Age of Big Data

Sharad Goel Maya Perelman Ravi Shroff David Alan Sklansky

Methodology Statistical Modeling

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

Mark Deakin

Methodology Conceptual Framework

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

Teresa Scassa Alexandra Diebel

Towards a Transparency Ontology in the Context of Open Government

Rui Pedro Lourenço Susana Jorge Helena Rolas

Objective Transparency

May be available at

Data hubris? Humanitarian information systems and the mirage of technology

Róisín Reada Bertrand Taithea Roger Mac Gintya

Objective Effectiveness

Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators

Naren Ramakrishnan Patrick Butler Sathappan Muthiah Nathan Self Rupinder Khandpur Parang Saraf Wei Wang Jose Cadena Anil Vullikanti Gizem Korkmaz Chris Kuhlman Achla Marathe Liang Zhao Ting Hua Feng Chen Chang-Tien Lu Bert Huang Aravind Srinivasan Khoa Trinh Lise Getoor Graham Katzy Doyle Chris Ackermann Ilya Zavorin Jim Ford Kristen Summers Youssef Fayed Jaime Arredondo Dipak Gupta David Mares

Category Data Analysis
Methodology Case Studies
Objective Effectiveness

The ethical impact of data science

Luciano Floridi Mariarosaria Taddeo

Category Data Analysis
Objective

Big Data: Big Power Shifts?

Lena Ulbricht Maximilian von Grafenstein

Objective Effectiveness

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

Max Craglia Lea Shanley

Privacy of Public Data

Kirsten E. Martin Helen Nissenbaum

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

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

Ryan Burns

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Governments and Citizens Getting to Know Each Other? Open, Closed, and Big Data in Public Management Reform

Methodology Survey

May be available at

Fine-Grained Dengue Forecasting Using Telephone Triage Services

Nabeel Abdur Rehman Shankar Kalyanaraman Talal Ahmad Fahad Pervaiz Umar Saif Lakshminarayanan Subramanian

Objective Effectiveness

Privacy as a Public Good

Joshua A. T. Fairfield Christoph Engel

Category Data Analysis
Methodology User Studies
Objective Legitimacy Privacy

IT and Legislative Development

Peter Wahlgren

Methodology Conceptual Framework
Objective Effectiveness

Crowdsourcing biomedical research: leveraging communities as innovation engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitzky

Objective Effectiveness

May be available at

Political behaviour and the acoustics of social media

Helen Margetts

Methodology Case Studies
Objective Participation

May be available at

The Reliability of Tweets as a Supplementary Method of Seasonal Influenza Surveillance

A.A. Aslam M.H. Tsou B.H. Spitzberg L. An J.M. Gawron D.K. Gupta K.M. Peddecord A.C. Nagel C. Allen J.A. Yang S. Lindsay

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

Using Big Data to Understand the Human Condition: The Kavli HUMAN Project

Okan Azmak Hannah Bayerrew Caplin Miyoung Chun Paul Glimcher Steven Koonin Aristides Patrinos

Objective Effectiveness

Visual Rulemaking

Elizabeth G. Porter Kathryn A. Watts

Category Data Analysis
Methodology Conceptual Framework

Crowdsourcing: It Matters Who the Crowd Are

Alexis Comber Peter Mooney Ross S. Purves Duccio Rocchini Ariane Walz

Revealing Clutural Ecosystem Services through Instagram Images: The Potential of Social Media Volunteered Geographic Information for Green Infrastructure Planning and Governance

Paulina Guerrero Maja Steen Møller Anton Stahl Olafsson Bernhard Snizek

Methodology Case Studies

Job Creation and Firm-Specific Location Incentives

Nathan M. Jensen

Objective Effectiveness

May be available at

Privacy Concerns in Smart Cities

Liesbet van Zoonen

Methodology Conceptual Framework
Objective Privacy

May be available at

A multi-source dataset of urban life in the city of Milan and the Province of Trentino

Gianni Barlacchi Maco De Nadai Roberto Larcher Antonio Casella Christiana Chitic Giovanni Torrisi Fabrizio Antonelli Alessandro Vespignani Alex Pentland Bruno Lepri

Objective Effectiveness

A New Source of Data for Public Health Surveillance: Facebook Likes

Steven Gittelman Victor Lange Carol Gotway Crawford Catherine Okoro Eugene Lieb Satvinder S Dhingra Elaine Trimarchi

Category Data Analysis
Objective Effectiveness

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

Spencer Jordan

Waste is Information

Dietmar Offenhuber

Category Data Analysis
Methodology Case Studies
Objective Effectiveness
Type Book

May be available at

Innovating and changing the policy-cycle: Policy-makers be prepared!

Marijn Janssen Natalie Helbig

Methodology Case Studies

May be available at

Anonymization and Risk

Ira Rubinstein Woodrow Hartzog

Methodology Conceptual Framework

Crowdsourcing geographic information for disaster response: a research frontier

Michael F. Goodchilda J. Alan Glennona

Methodology Case Studies
Objective Effectiveness

Statactivism: Forms of Action between Disclosure and Affirmation

Isabelle Bruno Emmanual Didier Tommaso Vitale

Inside the Digital Revolution

Heather Brooke

May be available at

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

Jathan Sadowski Frank A. Pasquale III

Methodology Conceptual Framework

The Legal Macroscope: Experimenting with Visual Legal Analytics

Nicola Lettieri Antonio Altamura Delfina Malandrino

Objective Effectiveness

Measuring the Quality of Democracy

Brigitte Geissel Marianne Kneuer Hans-Joachim

Objective Effectiveness

Visualizing signatures of human activity in cities across the globe

Dániel Kondor Pierrick Thebault Sebastian Grauwin István Gódor Simon Moritz Stanislav Sobolevsky Carlo Ratti

Methodology Design Science
Objective Effectiveness

Crowdsourcing Biomedial Research: Leveraging Communities as Innovation Engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitsky

Objective Effectiveness

May be available at

Smart cities from scratch? a socio-technical perspective

Luís Carvalho

Category Data Analysis
Methodology Case Studies
Objective Effectiveness

May be available at

Digital Government Evolution: From Transformation to Contextualization

Tomasz Janowski

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Public Domain and Democracy in the Digital Age

Patricia Mindus Nils Säfström

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness

Co-Creating the Cities of the Future

Verónica Gutiérrez Evangelos Theodoridis Georgios Mylonas Fengrui Shi Usman Adeel Luis Diez Dimitrios Amaxilatis Johnny Choque Guillem Camprodom Julie McCann Luis Muñoz

Methodology Conceptual Framework
Objective Effectiveness

Surveying the citizen science landscape

Andrea Wiggins Kevin Crowston

Methodology Survey
Objective Participation

Big Data for Development: A Review of Promises and Challenges

Martin Hilbert

Methodology Conceptual Framework
Objective Effectiveness

Just Good Enough Data: Figuring Data Citizenships through Air Pollution Sensing and Data Stories

Jennifer Gabrys Helen Pritchard Benjamin Barratt

Objective Effectiveness

Big and Open Linked Data (BOLD) in government: A challenge to transparency and privacy?

Marijn Janssen Jeroen van den Hoven

Methodology Conceptual Framework
Objective Legitimacy Privacy

May be available at

Big Data and Visualization: Methods, Challenges and Technology Progress

Lidong Wang Guanghui Wang Cheryl Ann Alexander

Methodology Conceptual Framework
Objective Effectiveness

Governing Methods: Policy Innovation Labs, Design and Data Science in the Digital Governance of Education

Ben Williamson

Methodology Network Analysis
Objective Effectiveness

New Development: Leveraging 'Big Data' Analytics in the Public Sector

Pandula Gamage

Methodology Qualitative Analysis
Objective Effectiveness

May be available at

Forecasting Domestic Violence: A Machine Learning Approach to Help Inform Arraignment Decisions

Richard A. Berk Susan B. Sorenson Geoffrey Barnes

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

Future of e-government: Learning from the Past

Manoj Dixit

Objective Effectiveness

New Technology and the Prevention of Violence and Conflict

Francesco Mancini Marie O'Reilly

Objective Effectiveness

Nowcasting Disaster Damage

Yury Kryvasheyeu Haohui Chena Nick Obradovich Esteban Moroe Pascal Van Hentenryck James Fowler Manuel Cebrian

Category Data Analysis
Objective Effectiveness

Technology Use, Exposure to Natural Hazards, and Being Digitally Invisible: Implications for Policy Analytics

Justin Longo Evan Kuras Holly Smith David M. Hondula Erik Johnston

May be available at

Another Tale of Two Cities: Understanding Human Activity Space Using Actively Tracked Cellphone Location Data

Yang Xu Shih-Lung Shaw Ziliang Zhao Ling Yin Feng Lu Jie Chen Zhixiang Fang Quingquan Li

Objective Effectiveness

May be available at

Teaching Machines to Understand - And Summarize - Text

Karuna Pande Joshi Tim Fini

Methodology Design Science
Objective Effectiveness

The humanitarian cyberspace: shrinking space or an expanding frontier?

Kristin Bergtora Sandvik

Category Data Analysis
Methodology Conceptual Framework
Objective Legitimacy Security

May be available at

Scaling of City Attractiveness for Foreign Visitors Through Big Data of Human Economic and Social Media Activity

Stanislav Sobolevsky Iva Bojic Alexander Belyi Izabela Sitko Bartosz Hawelka Juan Murillo Arias Carlo Ratti

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

Will Organization Design Be Affected By Big Data?

Giles Slinger Rupert Morrison

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness

A New Taxonomy of Smart City Projects

Guido Perbolia Alberto De Marcoc Francesca Perfettia Matteo Marone

Methodology Conceptual Framework
Objective Effectiveness

Big Data from the bottom up

Nick Couldry Alison Powell

Category Data Analysis
Methodology Comparative Analysis
Objective Effectiveness

Screening for Pancreatic Adenocarcinoma Using Signals from Web Search Logs: Feasibility Study and Results

John Paparrizos Ryen W. White Eric Horvitz

Methodology Statistical Modeling
Objective Effectiveness

Big Data for Public Policy: The Quadruple Helix

Julia Lane

Methodology Conceptual Framework

Google DeepMind and healthcare in an age of algorithms

Julia Powles Hal Hodson

Methodology Case Studies

Humanitarian technology: a critical research agenda

Kristin Bergtora Sandvik Maria Gabrielsen Jumbert John Karlsrud Mareile Kaufmann

Methodology Conceptual Framework

May be available at