Chapter by Giovanni De Gregorio and Sofia Ranchordas in J. Cannataci, V. Falce & O. Pollicino (Eds), New Legal Challenges of Big Data (Edward Elgar, 2020, Forthcoming): “In the digital society, individuals play different roles depending on the situation they are placed in: they are consumers when they purchase a good, citizens when they vote for elections, content providers when they post information on a platform, and data subjects when their data is collected. Public authorities have thus far regulated citizens and the data collected on their different roles in silos (e.g., bankruptcy registrations, social welfare databases), resulting in inconsistent decisions, redundant paperwork, and delays in processing citizen requests. Data silos are considered to be inefficient both for companies and governments. Big data and data analytics are disrupting these silos allowing the different roles of individuals and the respective data to converge. In practice, this happens in several countries with data sharing arrangements or ad hoc data requests. However, breaking down the existing structure of information silos in the public sector remains problematic. While big data disrupts artificial silos that may not make sense in the digital society and promotes a truly efficient digitalization of data, removing information out of its original context may alter its meaning and violate the privacy of citizens. In addition, silos ensure that citizens are not assessed in one field by information generated in a totally different context. This chapter discusses how big data and data analytics are changing information silos and how digital technology is challenging citizens’ autonomy and right to privacy and data protection. This chapter also explores the need for a more integrated approach to the study of information, particularly in the public sector.
CROWD4EMS: a Crowdsourcing Platform for Gathering and Geolocating Social Media Content in Disaster Response
Paper by Ravi Shankar et al” Increase in access to mobile phone devices and social media networks has changed the way people report and respond to disasters. Community-driven initiatives such as Stand By Task Force (SBTF) or GISCorps have shown great potential by crowdsourcing the acquisition, analysis, and geolocation of social media data for disaster responders. These initiatives face two main challenges: (1) most of social media content such as photos and videos are not geolocated, thus preventing the information to be used by emergency responders, and (2) they lack tools to manage volunteers contributions and aggregate them in order to ensure high quality and reliable results. This paper illustrates the use of a crowdsourcing platform that combines automatic methods for gathering information from social media and crowdsourcing techniques, in order to manage and aggregate volunteers contributions. High precision geolocation is achieved by combining data mining techniques for estimating the location of photos and videos from social media, and crowdsourcing for the validation and/or improvement of the estimated location.
The evaluation of the proposed approach is carried out using data related to the Amatrice Earthquake in 2016, coming from Flickr, Twitter and Youtube. A common data set is analyzed and geolocated by both the volunteers using the proposed platform and a group of experts. Data quality and data reliability is assessed by comparing volunteers versus experts results. Final results are shown in a web map service providing a global view of the information social media provided about the Amatrice Earthquake event…(More)”.
Road Traffic Accidents Analysis in Mexico City through Crowdsourcing Data and Data Mining Techniques
Paper by Gabriela V. Angeles et al: “Road traffic accidents are among the principal causes of traffic congestion, causing human losses, damages to health and the environment, economic losses and material damages. Studies about traditional road traffic accidents in urban zones represents very high inversion of time and money, additionally, the result are not current.
However, nowadays in many countries, the crowdsourced GPS based traffic and navigation apps have emerged as an important source of information to low cost to studies of road traffic accidents and urban congestion caused by them. In this article we identified the zones, roads and specific time in the CDMX in which the largest number of road traffic accidents are concentrated during 2016. We built a database compiling information obtained from the social network known as Waze.
The methodology employed was Discovery of knowledge in the database (KDD) for the discovery of patterns in the accidents reports. Furthermore, using data mining techniques with the help of Weka. The selected algorithms was the Maximization of Expectations (EM) to obtain the number ideal of clusters for the data and k-means as a grouping method. Finally, the results were visualized with the Geographic Information System QGIS….(More)”.
Contracting for Personal Data
Paper by Kevin E. Davis and Florencia Marotta-Wurgler: “Is contracting for the collection, use, and transfer of data like contracting for the sale of a horse or a car or licensing a piece of software? Many are concerned that conventional principles of contract law are inadequate when some consumers may not know or misperceive the full consequences of their transactions. Such concerns have led to proposals for reform that deviate significantly from general rules of contract law. However, the merits of these proposals rest in part on testable empirical claims.
We explore some of these claims using a hand-collected data set of privacy policies that dictate the terms of the collection, use, transfer, and security of personal data. We explore the extent to which those terms differ across markets before and after the adoption of the General Data Protection Regulation (GDPR). We find that compliance with the GDPR varies across markets in intuitive ways, indicating that firms take advantage of the flexibility offered by a contractual approach even when they must also comply with mandatory rules. We also compare terms offered to more and less sophisticated subjects to see whether firms may exploit information barriers by offering less favorable terms to more vulnerable subjects….(More)”.
From smart to rebel city? Worlding, provincialising and the Barcelona Model
Paper by Greig Charnock, Hug March, Ramon Ribera-Fumaz: “This article examines the evolution of the ‘Barcelona Model’ of urban transformation through the lenses of worlding and provincialising urbanism. We trace this evolution from an especially dogmatic worlding vision of the smart city, under a centre-right city council, to its radical repurposing under the auspices of a municipal government led, after May 2015, by the citizens’ platform Barcelona en Comú. We pay particular attention to the new council’s objectives to harness digital platform technologies to enhance participative democracy, and its agenda to secure technological sovereignty and digital rights for its citizens. While stressing the progressive intent of these aims, we also acknowledge the challenge of going beyond the repurposing of smart technologies so as to engender new and radical forms of subjectivity among citizens themselves; a necessary basis for any urban revolution….(More)”.
Merging the ‘Social’ and the ‘Public’: How Social Media Platforms Could Be a New Public Forum
Paper by Amélie Pia Heldt: “When Facebook and other social media sites announced in August 2018 they would ban extremist speakers such as conspiracy theorist Alex Jones for violating their rules against hate speech, reactions were strong. Either they would criticize that such measures were only a drop in the bucket with regards to toxic and harmful speech online, or they would despise Facebook & Co. for penalizing only right-wing speakers, hence censoring political opinions and joining some type of anti-conservative media conglomerate. This anecdote foremost begged the question: Should someone like Alex Jones be excluded from Facebook? And the question “should” includes the one of “may Facebook exclude users for publishing political opinions?”.
As social media platforms take up more and more space in our daily lives, enabling not only individual and mass communication, but also offering payment and other services, there is still a need for a common understanding with regards to the social and communicative space they create in cyberspace. By common I mean on a global scale since this is the way most social media platforms operate or aim for (see Facebook’s mission statement: “bring the world closer together”). While in social science a new digital sphere was proclaimed and social media platforms can be categorized as “personal publics”, there is no such denomination in legal scholarship that is globally agreed upon. Public space can be defined as a free room between the state and society, as a space for freedom. Generally, it is where individuals are protected by their fundamental rights while operating in the public sphere. However, terms like forum, space, and sphere may not be used as synonyms in this discussion. Under the First Amendment, the public forum doctrine mainly serves the purposes of democracy and truth and could be perpetuated in communication services that promote direct dialogue between the state and citizens. But where and by whom is the public forum guaranteed in cyberspace? The notion of the public space in cyberspace is central and it constantly evolves as platforms become broader in their services, hence it needs to be examined more closely. When looking at social media platforms we need to take into account how they moderate speech and subsequently how they influence social processes. If representative democracies are built on the grounds of deliberation, it is essential to safeguard the room for public discourse to actually happen. Are constitutional concepts for the analog space transferable into the digital? Should private actors such as social media platforms be bound by freedom of speech without being considered state actors? And, accordingly, create a new type of public forum?
The goal of this article is to provide answers to the questions mentioned….(More)”.
GROW Citizens’ Observatory: Leveraging the power of citizens, open data and technology to generate engagement, and action on soil policy and soil moisture monitoring
Paper by M. Woods et al: “Citizens’ Observatories (COs) seek to extend conventional citizen science activities to scale up the potential of citizen sensing for environmental monitoring and creation of open datasets, knowledge and action around environmental issues, both local and global. The GROW CO has connected the planetary dimension of satellites with the hyperlocal context of farmers and their soil. GROW has faced three main interrelated challenges associated with each of the three core audiences of the observatory, namely citizens, scientists and policy makers: one is sustained citizen engagement, quality assurance of citizen-generated data and the challenge to move from data to action in practice and policy. We discuss how each of these challenges were overcome and gave way to the following related project outputs: 1) Contributing to satellite validation and enhancing the collective intelligence of GEOSS 2) Dynamic maps and visualisations for growers, scientists and policy makers 3) Social-technical innovations data art…(More)”.
Supporting priority setting in science using research funding landscapes
Report by the Research on Research Institute: “In this working paper, we describe how to map research funding landscapes in order to support research funders in setting priorities. Based on data on scientific publications, a funding landscape highlights the research fields that are supported by different funders. The funding landscape described here has been created using data from the Dimensions database. It is presented using a freely available web-based tool that provides an interactive visualization of the landscape. We demonstrate the use of the tool through a case study in which we analyze funding of mental health research…(More)”.
Secure Shouldn’t Mean Secret: A Call for Public Policy Schools to Share, Support, and Teach Data Stewardship
Paper by Maggie Reeves and Robert McMillan: “The public has long benefitted from researchers using individual-level administrative data (microdata) to answer questions on a gamut of issues related to the efficiency, effectiveness, and causality of programs and policies. However, these benefits have not been pervasive because few researchers have had access to microdata, and their tools, security practices, and technology have rarely been shared. With a clear push to expand access to microdata for purposes of rigorous analysis (Abraham et al., 2017; ADRF Network Working Group Participants, 2018), public policy schools must grapple with imperfect options and decide how to support secure data facilities for their faculty and students. They also must take the lead to educate students as data stewards who can navigate the challenges of microdata access for public policy research.
This white paper outlines the essential components of any secure facility, the pros and cons of four types of secure microdata facilities used for public policy research, the benefits of sharing tools and resources, and the importance of training. It closes with a call on public policy schools to include data stewardship as part of the standard curriculum…(More)”.
Individualism and Governance of the Commons
Paper by Meina Cai et al: “Individualistic cultures are associated with economic growth and development. Do they also improve governance of the commons? According to the property rights literature, conservation is more likely when the institutions of property arise from a spontaneous process in response to local problems. We argue that individualistic cultures contribute to conservation by encouraging property rights entrepreneurship: efforts by individuals and communities to resolve commons dilemmas, including their investment of resources in securing political recognition of spontaneously arising property rights. We use the theory to explain cross-country rates of change in forest cover. Using both subjective measures of individualistic values and the historical prevalence of disease as instruments for individualism, we find that individualistic societies have higher reforestation rates than collectivist ones, consistent with our theory…(More)”.