New Paper in Technology and Society Magazine, IEEE (Volume: 32, Issue: 4): “Local governments have decided to take advantage of the presence of wireless sensor networks (WSNs) in their cities to efficiently manage several applications in their daily responsibilities. The enormous amount of information collected by sensor devices allows the automation of several real-time services to improve city management by using intelligent traffic-light patterns during rush hour, reducing water consumption in parks, or efficiently routing garbage collection trucks throughout the city [1]. The sensor information required by these examples is mostly self-consumed by city-designed applications and managers.”
Imagining Data Without Division
Thomas Lin in Quanta Magazine: “As science dives into an ocean of data, the demands of large-scale interdisciplinary collaborations are growing increasingly acute…Seven years ago, when David Schimel was asked to design an ambitious data project called the National Ecological Observatory Network, it was little more than a National Science Foundation grant. There was no formal organization, no employees, no detailed science plan. Emboldened by advances in remote sensing, data storage and computing power, NEON sought answers to the biggest question in ecology: How do global climate change, land use and biodiversity influence natural and managed ecosystems and the biosphere as a whole?…
For projects like NEON, interpreting the data is a complicated business. Early on, the team realized that its data, while mid-size compared with the largest physics and biology projects, would be big in complexity. “NEON’s contribution to big data is not in its volume,” said Steve Berukoff, the project’s assistant director for data products. “It’s in the heterogeneity and spatial and temporal distribution of data.”
Unlike the roughly 20 critical measurements in climate science or the vast but relatively structured data in particle physics, NEON will have more than 500 quantities to keep track of, from temperature, soil and water measurements to insect, bird, mammal and microbial samples to remote sensing and aerial imaging. Much of the data is highly unstructured and difficult to parse — for example, taxonomic names and behavioral observations, which are sometimes subject to debate and revision.
And, as daunting as the looming data crush appears from a technical perspective, some of the greatest challenges are wholly nontechnical. Many researchers say the big science projects and analytical tools of the future can succeed only with the right mix of science, statistics, computer science, pure mathematics and deft leadership. In the big data age of distributed computing — in which enormously complex tasks are divided across a network of computers — the question remains: How should distributed science be conducted across a network of researchers?
Part of the adjustment involves embracing “open science” practices, including open-source platforms and data analysis tools, data sharing and open access to scientific publications, said Chris Mattmann, 32, who helped develop a precursor to Hadoop, a popular open-source data analysis framework that is used by tech giants like Yahoo, Amazon and Apple and that NEON is exploring. Without developing shared tools to analyze big, messy data sets, Mattmann said, each new project or lab will squander precious time and resources reinventing the same tools. Likewise, sharing data and published results will obviate redundant research.
To this end, international representatives from the newly formed Research Data Alliance met this month in Washington to map out their plans for a global open data infrastructure.”
User-Generated Content Is Here to Stay
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….”
Introducing Socrata’s Open Data Magazine: Open Innovation
“Socrata is dedicated to telling the story of open data as it evolves, which is why we have launched a quarterly magazine, “Open Innovation.”
As innovators push the open data movement forward, they are transforming government and public engagement at every level. With thousands of innovators all over the world – each with their own successes, advice, and ideas – there is a tremendous amount of story for us to tell.
The new magazine features articles, advice, infographics, and more dedicated exclusively to the open data movement. The first issue, Fall 2013, will cover topics such as:
- What is a Chief Data Officer?
- Who should be on your open data team?
- How do you publish your first open data set?
It will also include four Socrata case studies and opinion pieces from some of the industry’s leading innovators…
The magazine is currently free to download or read online through the Socrata website. It is optimized for viewing on tablets and smart phones, with plans in the works to make the magazine available through the Kindle Fire and iTunes magazine stores.
Check out the first issue of Open Innovation at www.socrata.com/magazine.”
Government Is a Good Venture Capitalist
Wall Street Journal: “In a knowledge-intensive economy, innovation drives growth. But what drives innovation? In the U.S., most conservatives believe that economically significant new ideas originate in the private sector, through either the research-and-development investments of large firms with deep pockets or the inspiration of obsessive inventors haunting shabby garages. In this view, the role of government is to secure the basic conditions for honest and efficient commerce—and then get out of the way. Anything more is bound to be “wasteful” and “burdensome.”
The real story is more complex and surprising. For more than four decades, R&D magazine has recognized the top innovations—100 each year—that have moved past the conceptual stage into commercial production and sales. Economic sociologists Fred Block and Matthew Keller decided to ask a simple question: Where did these award-winning innovations come from?
The data indicated seven kinds of originating entities: Fortune 500 companies; small and medium enterprises (including startups); collaborations among private entities; government laboratories; universities; spinoffs started by researchers at government labs or universities; and a grab bag of other public and nonprofit agencies.
Messrs. Block and Keller randomly selected three years in each of the past four decades and analyzed the resulting 1,200 innovations. About 10% originated in foreign entities; the sociologists focused on the domestic innovations, more than 1,050.
Two of their findings stand out. First, the number of award winners originating in Fortune 500 companies—either working alone or in collaboration with others—has declined steadily and sharply, from an annual average of 44 in the 1970s to only nine in the first decade of this century.
Second, the number of top innovations originating in federal laboratories, universities or firms formed by former researchers in those entities rose dramatically, from 18 in the 1970s to 37 in the 1980s and 55 in the 1990s before falling slightly to 49 in the 2000s. Without the research conducted in federal labs and universities (much of it federally funded), commercial innovation would have been far less robust…”
Is making stories touchable the next big thing for journalism?
Liz Shannon Miller at Gigaom: “The best way to explain fracking is to let people do it, believes former LA Times reporter David Sarno, which is why he started to build interactive storytelling experiences based on game design tools….
It seems like a simple enough concept: We experience storytelling through our senses. So the more senses you add to an experience, the more immersive it can be — a concept that’s the root of Lighthaus, a new start-up founded by former journalist David Sarno.
Sarno spent eight years reporting on technology for the Los Angeles Times, but thanks to a Stanford fellowship, is now focusing on a new venture that applies game design principles to create touchable interactive graphics — graphics which can help bring important stories to life.
As demoed above, Sarno and a team of artists and designers have built an interactive experience illustrating the realities of fracking — a “touchable story” created, Sarno says, “in less than a month for a few thousand dollars.” The goal, Sarno told me in a Skype interview, is to get faster and cheaper.
While relatively new, Lighthaus already has a few clients: One is the Stanford Medicine magazine — Sarno is designing a guide to the condition placenta accreta as part of an issue focusing on childbirth.”
Create a Crowd Competition That Works
Ahmad Ashkar in HBR Blog Network: “It’s no secret that people in business are turning to the crowd to solve their toughest challenges. Well-known sites like Kickstarter and Indiegogo allow people to raise money for new projects. Design platforms like Crowdspring and 99designs give people the tools needed to crowdsource graphic design ideas and feedback.
At the Hult Prize — a start-up accelerator that challenges Millennials to develop innovative social enterprises to solve our world’s most pressing issues (and rewards the top team with $1,000,000 in start-up capital) — we’ve learned that the crowd can also offer an unorthodox solution in developing innovative and disruptive ideas, particularly ones focused on tackling complex, large-scale social issues.
But to effectively harness the power of the crowd, you have to engage it carefully. Over the past four years, we’ve developed a well-defined set of principles that guide our annual “challenge,” (lauded by Bill Clinton in TIME magazine as one of the top five initiatives changing the world for the better) that produces original and actionable ideas to solve social issues.
Companies like Netflix, General Electric, and Proctor & Gamble have also started “challenging the crowd” and employing many of these principles to tackle their own business roadblocks. If you’re looking to spark disruptive and powerful ideas that benefit your company, follow these guidelines to launch an engaging competition:
1. Define the boundaries…
2. Identify a specific and bold stretch target. …
3. Insist on low barriers to entry. …
4. Encourage teams and networks. …
5. Provide a toolkit. Once interested parties become participants in your challenge, provide tools to set them up for success. If you are working on a social problem, you can use IDEO’s human-centered design toolkit. If you have a private-sector challenge, consider posting it on an existing innovation platform. As an organizer, you don’t have to spend time recreating the wheel — use one of the many existing platforms and borrow materials from those willing to share.”
Targeting Transparency
New paper by David Weil, Mary Graham, and Archon Fung in Science Magazine: “When rules, taxes, or subsidies prove impractical as policy tools, governments increasingly employ “targeted transparency,” compelling disclosure of information as an alternative means of achieving specific objectives. For example, the U.S. Affordable Care Act of 2010 requires calories be posted on menus to enlist both restaurants and patrons in the effort to reduce obesity. It is crucial to understand when and how such targeted transparency works, as well as when it is inappropriate. Research about its use and effectiveness has begun to take shape, drawing on social and behavioral scientists, economists, and legal scholars. We explore questions central to the performance of targeted transparency policies.
Targeted transparency differs from broader “right-to-know” and “open-government” policies that span from the 1966 Freedom of Information Act to the Obama Administration’s “open-government” initiative encouraging officials to make existing data sets readily available and easy to parse as an end in itself (1, 2). Targeted transparency offers a more focused approach often used to introduce new scientific evidence of public risks into market choices. Government compels companies or agencies to disclose information in standardized formats to reduce specific risks, to ameliorate externalities arising from a failure of consumers or producers to fully consider social costs associated with a product, or to improve provision of public goods and services. Such policies are more light-handed than conventional regulation, relying on the power of information rather than on enforcement of rules and standards or financial inducements….”
See also the Transparency Policy Project at http://transparencypolicy.net/
Big ideas can be bad ideas – even in the age of the thinktank
Mark Mazower, who teaches history at Columbia University, in the Guardian: “First there was Francis Fukuyama’s The End of History. More recently, we had Malcolm Gladwell’s The Tipping Point and Cass Sunstein’s Nudge: for years, it seems, big ideas have been heading our way across the Atlantic. It is hard to think of many similarly catchy slogans that have gone the other way of late – Tony Giddens’ notion of “the third way” may be one.
Some people think that is a problem. They are worried that Britain has been failing to produce big ideas that policymakers can use. They want to convert academic ideas into policy relevance and shake up the bureaucrats. Phillip Blond, who recently wrote a controversial article in Chatham House’s magazine, is one of them. Francis Maude is another: he wants politicians to be able to appoint senior civil servants so that fresh thinking can enter Whitehall…
And are big ideas the kind of ideas worth having anyway? They age badly for one thing and quickly look shopworn. Moreover, it’s hard to think of many scholars whose best work has been directed explicitly towards such a goal. …The tendency in recent government policy here to demand demonstrable policy relevance or public “impact” from academics shows how far this mindset has spread. It may or may not produce some policy product. But what it will do is jeopardise British universities’ ability to do what they have done so well for so long: world-class research. These days both government and business demand value for money when they fund academia, and this makes it harder and more vital to insist that there are many ways to demonstrate the value of ideas, not just policy relevance.”
How Generation X is Shaping Government
Governing Magazine: “Local governments are in the midst of a sea change when it comes to public participation and citizen engagement. Forced by the recession and recovery of the last five years to make dramatic cuts to their budgets, they’ve reached out to try to understand better what their residents value most. Presented with a new and ever-evolving array of technological tools — Facebook, Twitter, text messaging and public-participation sites like MindMixer, Peak Democracy and Nextdoor — they’re using them to publicize their own concerns and, increasingly, to draw out public sentiment. They’ve discovered the “civic technology” movement, with its groups like Code for America and events like next month’s National Day of Civic Hacking, which encourage citizens with tech skills to use government data to build apps useful to residents, neighborhoods and cities.
What may be most interesting about all this, however, is that it’s occurring precisely as another momentous shift is taking place: As they go through their 30s and 40s, members of Generation X are moving into more active roles as citizens and into upper management ranks in local government. While it’s too much to say that this generational change is the force driving local governments’ more expansive view of public engagement, the blending of the two trends is no coincidence. It shouldn’t be surprising that this generation, which long ago shook off its disengaged-slacker stereotype to become known for its entrepreneurialism, DIY ethic, skepticism about bureaucracy and comfort with collaborating over far-flung networks, would now be pressing local government to think in new ways about the work of democracy.”