Azeem Khan in the Huffington Post: “The way media are transmitted has changed dramatically over the last 10 years. User-generated content (UGC) has completely changed the landscape of social interaction, media outreach, consumer understanding, and everything in between. Today, UGC is media generated by the consumer instead of the traditional journalists and reporters. This is a movement defying and redefining traditional norms at the same time. Current events are largely publicized on Twitter and Facebook by the average person, and not by a photojournalist hired by a news organization. In the past, these large news corporations dominated the headlines — literally — and owned the monopoly on public media. Yet with the advent of smartphones and spread of social media, everything has changed. The entire industry has been replaced; smartphones have supplanted how information is collected, packaged, edited, and conveyed for mass distribution. UGC allows for raw and unfiltered movement of content at lightening speed. With the way that the world works today, it is the most reliable way to get information out. One thing that is for certain is that UGC is here to stay whether we like it or not, and it is driving much more of modern journalistic content than the average person realizes.
Think about recent natural disasters where images are captured by citizen journalists using their iPhones. During Hurricane Sandy, 800,000 photos uploaded onto Instagram with “#Sandy.” Time magazine even hired five iPhoneographers to photograph the wreckage for its Instagram page. During the May 2013 Oklahoma City tornadoes, the first photo released was actually captured by a smartphone. This real-time footage brings environmental chaos to your doorstep in a chillingly personal way, especially considering the photographer of the first tornado photos ultimately died because of the tornado. UGC has been monumental for criminal investigations and man-made catastrophes. Most notably, the Boston Marathon bombing was covered by UGC in the most unforgettable way. Dozens of images poured in identifying possible Boston bombers, to both the detriment and benefit of public officials and investigators. Though these images inflicted considerable damage to innocent bystanders sporting suspicious backpacks, ultimately it was also smartphone images that highlighted the presence of the Tsarnaev brothers. This phenomenon isn’t limited to America. Would the so-called Arab Spring have happened without social media and UGC? Syrians, Egyptians, and citizens from numerous nations facing protests can easily publicize controversial images and statements to be shared worldwide….
This trend is not temporary but will only expand. The first iPhone launched in 2007, and the world has never been the same. New smartphones are released each month with better cameras and faster processors than computers had even just a few years ago….”
A New Kind of Economy is Born – Social Decision-Makers Beat the "Homo Economicus"
A new paper by Dirk Helbing: “The Internet and Social Media change our way of decision-making. We are no longer the independent decision makers we used to be. Instead, we have become networked minds, social decision-makers, more than ever before. This has several fundamental implications. First of all, our economic theories must change, and second, our economic institutions must be adapted to support the social decision-maker, the “homo socialis”, rather than tailored to the perfect egoist, known as “homo economicus”….
Such developments will eventually create a participatory market society. “Prosumers”, i.e. co-producing consumers, the new “makers” movement, and the sharing economy are some examples illustrating this. Just think of the success of Wikipedia, Open Streetmap or Github. Open Streetmap now provides the most up-to-date maps of the world, thanks to more than 1 million volunteers.
This is just the beginning of a new era, where production and public engagement will more and more happen in a bottom up way through fluid “projects”, where people can contribute as a leaders (“entrepreneurs”) or participants. A new intellectual framework is emerging, and a creative and participatory era is ahead.
The paradigm shift towards participatory bottom-up self-regulation may be bigger than the paradigm shift from a geocentric to a heliocentric worldview. If we build the right institutions for the information society of the 21st century, we will finally be able to mitigate some very old problems of humanity. “Tragedies of the commons” are just one of them. After so many centuries, they are still plaguing us, but this needn’t be.”
Social media analytics for future oriented policy making
New paper by Verena Grubmüller, Katharina Götsch, and Bernhard Krieger: “Research indicates that evidence-based policy making is most successful when public administrators refer to diversified information portfolios. With the rising prominence of social media in the last decade, this paper argues that governments can benefit from integrating this publically available, user-generated data through the technique of social media analytics (SMA). There are already several initiatives set up to predict future policy issues, e.g. for the policy fields of crisis mitigation or migrant integration insights. The authors analyse these endeavours and their potential for providing more efficient and effective public policies. Furthermore, they scrutinise the challenges to governmental SMA usage in particular with regards to legal and ethical aspects. Reflecting the latter, this paper provides forward-looking recommendations on how these technologies can best be used for future policy making in a legally and ethically sound manner.”
The transition towards transparency
For instance, the Ordnance Survey have been leading the way with opening up half of their data for others to use, complemented by their GeoVation programme which provides support and incentive for external innovators to develop new products and services.
More recently the Technology Strategy Board have been working with the likes of NERC, Met Office, Environment Agency and other public agencies to help solve business problems using environmental data.…
It goes without saying that data won’t leap up and create any value by itself any more than a pile of discarded parts outside a factory will assemble themselves into a car. We’ve found that the secret of successful open data innovation is to be with people working to solve some specific problem. Simply releasing the data is not enough. See below a summary of our Do’s and Don’ts of opening up data
Do…
More recently the Technology Strategy Board have been working with the likes of NERC, Met Office, Environment Agency and other public agencies to help solve business problems using environmental data.…
It goes without saying that data won’t leap up and create any value by itself any more than a pile of discarded parts outside a factory will assemble themselves into a car. We’ve found that the secret of successful open data innovation is to be with people working to solve some specific problem. Simply releasing the data is not enough. See below a summary of our Do’s and Don’ts of opening up data
Do…
- Make sure data quality is high (ODI Certificates can help!)
- Promote innovation using data sets. Transparency is only a means to an end
- Enhance communication with external innovators
- Make sure your co-creators are incentivised
- Get organised, create a community around an issue
- Pass on learnings to other similar organisations
- Experiement – open data requires new mindsets and business models
- Create safe spaces – Innovation Airlocks – to share and prototype with trusted partners
- Be brave – people may do things with the data that you don’t like
- Set out to create commercial or social value with data
Dont…
- Just release data and expect people to understand or create with it. Publication is not the same as communication
- Wait for data requests, put the data out first informally
- Avoid challenges to current income streams
- Go straight for the finished article, use rapid prototyping
- Be put off by the tensions between confidentiality, data protection and publishing
- Wait for the big budget or formal process but start big things with small amounts now
- Be technology led, be business led instead
- Expect the community to entirely self-manage
- Restrict open data to the IT literate – create interdisciplinary partnerships
- Get caught in the false dichotomy that is commercial vs. social
In summary we believe we need to assume openness as the default (for organisations that is, not individuals) and secrecy as the exception – the exact opposite to how most commercial organisations currently operate. …”
Undefined By Data: A Survey of Big Data Definitions
Paper by Jonathan Stuart Ward and Adam Barker: “The term big data has become ubiquitous. Owing to shared origin between academia, industry and the media there is no single unified definition, and various stakeholders provide diverse and often contradictory definitions. The lack of a consistent definition introduces ambiguity and hampers discourse relating to big data. This short paper attempts to collate the various definitions which have gained some degree of traction and to furnish a clear and concise definition of an otherwise ambiguous term…
Despite the range and differences existing within each of the aforementioned definitions there are some points of similarity. Notably all definitions make at least one of the following assertions:
Size: the volume of the datasets is a critical factor.
Complexity: the structure, behaviour and permutations of the datasets is a critical factor.
Technologies: the tools and techniques which are used to process a sizable or complex dataset is a critical factor.
The definitions surveyed here all encompass at least one of these factors, most encompass two. An extrapolation of these factors would therefore postulate the following: Big data is a term describing the storage and analysis of large and or complex data sets using a series of techniques including, but not limited to: NoSQL, MapReduce and machine learning.”
Using Participatory Crowdsourcing in South Africa to Create a Safer Living Environment
New Paper by Bhaveer Bhana, Stephen Flowerday, and Aharon Satt in the International Journal of Distributed Sensor Networks: “The increase in urbanisation is making the management of city resources a difficult task. Data collected through observations (utilising humans as sensors) of the city surroundings can be used to improve decision making in terms of managing these resources. However, the data collected must be of a certain quality in order to ensure that effective and efficient decisions are made. This study is focused on the improvement of emergency and non-emergency services (city resources) through the use of participatory crowdsourcing (humans as sensors) as a data collection method (collect public safety data), utilising voice technology in the form of an interactive voice response (IVR) system.
The study illustrates how participatory crowdsourcing (specifically humans as sensors) can be used as a Smart City initiative focusing on public safety by illustrating what is required to contribute to the Smart City, and developing a roadmap in the form of a model to assist decision making when selecting an optimal crowdsourcing initiative. Public safety data quality criteria were developed to assess and identify the problems affecting data quality.
This study is guided by design science methodology and applies three driving theories: the Data Information Knowledge Action Result (DIKAR) model, the characteristics of a Smart City, and a credible Data Quality Framework. Four critical success factors were developed to ensure high quality public safety data is collected through participatory crowdsourcing utilising voice technologies.”
The study illustrates how participatory crowdsourcing (specifically humans as sensors) can be used as a Smart City initiative focusing on public safety by illustrating what is required to contribute to the Smart City, and developing a roadmap in the form of a model to assist decision making when selecting an optimal crowdsourcing initiative. Public safety data quality criteria were developed to assess and identify the problems affecting data quality.
This study is guided by design science methodology and applies three driving theories: the Data Information Knowledge Action Result (DIKAR) model, the characteristics of a Smart City, and a credible Data Quality Framework. Four critical success factors were developed to ensure high quality public safety data is collected through participatory crowdsourcing utilising voice technologies.”
Making All Voices Count
Launch of Making All Voices Count: “Making All Voices Count is a global initiative that supports innovation, scaling-up, and research to deepen existing innovations and help harness new technologies to enable citizen engagement and government responsiveness….Solvable problems need not remain unsolved. Democratic systems in the 21st century continue to be inhibited by 19th century timescales, with only occasional opportunities for citizens to express their views formally, such as during elections. In this century, many citizens have access to numerous tools that enable them to express their views – and measure government performance – in real time.
For example, online reporting platforms enable citizens to monitor the election process by reporting intimidation, vote buying, bias and misinformation; access to mobile technology allows citizens to update water suppliers on gaps in service delivery; crisis information can be crowdsourced via eyewitness reports of violence, as reported by email and sms.
The rise of mobile communication, the installation of broadband and the fast-growing availability of open data, offer tremendous opportunities for data journalism and new media channels. They can inspire governments to develop new ways to fight corruption and respond to citizens efficiently, effectively and fairly. In short, developments in technology and innovation mean that government and citizens can interact like never before.
Making All Voices Count is about seizing this moment to strengthen our commitments to promote transparency, fight corruption, empower citizens, and harness the power of new technologies to make government more effective and accountable.
The programme specifically aims to address the following barriers that weaken the link between governments and citizens:
- Citizens lack incentives: Citizens may not have the necessary incentives to express their feedback on government performance – due to a sense of powerlessness, distrust in the government, fear of retribution, or lack of reliable information
- Governments lack incentives: At the same time, governments need incentives to respond to citizen input whenever possible and to leverage citizen participation. The government’s response to citizens should be reinforced by proactive, public communication. This initiative will help create incentives for government to respond. Where government responds effectively, citizens’ confidence in government performance and approval ratings are likely to increase
- Governments lack the ability to translate citizen feedback into action: This could be due to anything from political constraints to a lack of skills and systems. Governments need better tools to effectively analyze and translate citizen input into information that will lead to solutions and shape resource allocation. Once captured, citizens’ feedback (on their experiences with government performance) must be communicated so as to engage both the government and the broader public in finding a solution.
- Citizens lack meaningful opportunities: Citizens need greater access to better tools and know-how to easily engage with government in a way that results in government action and citizen empowerment”
MicroMappers: Microtasking for Disaster Response
Patrick Meier: “My team and I at QCRI are about to launch MicroMappers: the first ever set of microtasking apps specifically customized for digital humanitarian response. If you’re new to microtasking in the context of disaster response, then I recommend reading this, this and this. The purpose of our web-based microtasking apps (we call them Clickers) is to quickly make sense of all the user-generated, multi-media content posted on social media during disasters. How? By using microtasking and making it as easy as a single click of the mouse to become a digital humanitarian volunteer. This is how volunteers with Zooniverse were able to click-and-thus-tag well over 2,000,000 images in under 48-hours.
We have already developed and customized four Clickers using the free and open source microtasking platform CrowdCrafting: TweetClicker, TweetGeoClicker, ImageClicker and ImageGeoClicker. Each Clicker includes a mini-tutorial to guide volunteers.”
5 Ways Cities Are Using Big Data
Eric Larson in Mashable: “New York City released more than 200 high-value data sets to the public on Monday — a way, in part, to provide more content for open-sourced mapping projects like OpenStreetMap.
It’s one of the many releases since the Local Law 11 of 2012 passed in February, which calls for more transparency of the city government’s collected data.
But it’s not just New York: Cities across the world, large and small, are utilizing big data sets — like traffic statistics, energy consumption rates and GPS mapping — to launch projects to help their respective communities.
We rounded up a few of our favorites below….
1. Seattle’s Power Consumption
The city of Seattle recently partnered with Microsoft and Accenture on a pilot project to reduce the area’s energy usage. Using Microsoft’s Azure cloud, the project will collect and analyze hundreds of data sets collected from four downtown buildings’ management systems.
With predictive analytics, then, the system will work to find out what’s working and what’s not — i.e. where energy can be used less, or not at all. The goal is to reduce power usage by 25%.
2. SpotHero
Finding parking spots — especially in big cities — is undoubtably a headache.
SpotHero is an app, for both iOS and Android devices, that tracks down parking spots in a select number of cities. How it works: Users type in an address or neighborhood (say, Adams Morgan in Washington, D.C.) and are taken to a listing of available garages and lots nearby — complete with prices and time durations.
The app tracks availability in real-time, too, so a spot is updated in the system as soon as it’s snagged.
Seven cities are currently synced with the app: Washington, D.C., New York, Chicago, Baltimore, Boston, Milwaukee and Newark, N.J.
3. Adopt-a-Hydrant
Anyone who’s spent a winter in Boston will agree: it snows.
In January, the city’s Office of New Urban Mechanics released an app called Adopt-a-Hydrant. The program is mapped with every fire hydrant in the city proper — more than 13,000, according to a Harvard blog post — and lets residents pledge to shovel out one, or as many as they choose, in the almost inevitable event of a blizzard.
Once a pledge is made, volunteers receive a notification if their hydrant — or hydrants — become buried in snow.
4. Adopt-a-Sidewalk
Similar to Adopt-a-Hydrant, Chicago’s Adopt-a-Sidewalk app lets residents of the Windy City pledge to shovel sidewalks after snowfall. In a city just as notorious for snowstorms as Boston, it’s an effective way to ensure public spaces remain free of snow and ice — especially spaces belonging to the elderly or disabled.
If you’re unsure which part of town you’d like to “adopt,” just register on the website and browse the map — you’ll receive a pop-up notification for each street you swipe that’s still available.
5. Less Congestion for Lyon
Last year, researchers at IBM teamed up with the city of Lyon, France (about four hours south of Paris), to build a system that helps traffic operators reduce congestion on the road.
The system, called the “Decision Support System Optimizer (DSSO),” uses real-time traffic reports to detect and predict congestions. If an operator sees that a traffic jam is likely to occur, then, she/he can adjust traffic signals accordingly to keep the flow of cars moving smoothly.
It’s an especially helpful tool for emergencies — say, when an ambulance is en route to the hospital. Over time, the algorithms in the system will “learn” from its most successful recommendations, then apply that knowledge when making future predictions.”
Explore the world’s constitutions with a new online tool
Official Google Blog: “Constitutions are as unique as the people they govern, and have been around in one form or another for millennia. But did you know that every year approximately five new constitutions are written, and 20-30 are amended or revised? Or that Africa has the youngest set of constitutions, with 19 out of the 39 constitutions written globally since 2000 from the region?
The process of redesigning and drafting a new constitution can play a critical role in uniting a country, especially following periods of conflict and instability. In the past, it’s been difficult to access and compare existing constitutional documents and language—which is critical to drafters—because the texts are locked up in libraries or on the hard drives of constitutional experts. Although the process of drafting constitutions has evolved from chisels and stone tablets to pens and modern computers, there has been little innovation in how their content is sourced and referenced.
With this in mind, Google Ideas supported the Comparative Constitutions Project to build Constitute, a new site that digitizes and makes searchable the world’s constitutions. Constitute enables people to browse and search constitutions via curated and tagged topics, as well as by country and year. The Comparative Constitutions Project cataloged and tagged nearly 350 themes, so people can easily find and compare specific constitutional material. This ranges from the fairly general, such as “Citizenship” and “Foreign Policy,” to the very specific, such as “Suffrage and turnouts” and “Judicial Autonomy and Power.”
Our aim is to arm drafters with a better tool for constitution design and writing. We also hope citizens will use Constitute to learn more about their own constitutions, and those of countries around the world.”