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.”

Some Obvious Things About Internet Reputation Systems


Tom Slee: “Debates around the “sharing economy” have been driven by personal stories and broad claims. There are no personal stories here. Instead, this is a fairly dense step-by-step look at the internet reputation systems on which the sharing economy claims are based, and some predictions about the future of the sharing economy.
This post is the short version. If you find you are interested, you should probably read the attached PDF, which has a whole bunch of footnotes, with references, statistics, and even personal stories….
Internet reputation systems let individuals rate other individuals over the internet and provide recommendations based on those ratings. A new class of enterprise claims to use internet reputation systems to enable sharing of personal goods and services at unprecedented scale. Its rise has been announced by both Forbes, and by The Economist, according to which accommodation rental service Airbnb…

…is the most prominent example of a huge new “sharing economy”, in which people rent beds, cars, boats and other assets directly from each other, co-ordinated via the internet. …[T]echnology has reduced transaction costs, making sharing assets cheaper and easier than ever—and therefore possible on a much larger scale… social networks provide a way to check up on people and build trust; and online payment systems handle the billing.

The claim is that internet reputation systems solve two problems. One is coordination (can I find someone who has what I want, or wants what I have?) and the other is trust (can you trust the person on the other side of the exchange to keep their end of the bargain?). Sharing economy advocates claim, and I will return to this at the end of the essay, that it is both necessary and sufficient to solve these problems to unlock a large new economy of resource sharing.

Market-based incentives erode the effectiveness of reputation, and in this respect reputation is a cultural commons. In her TED talk, influential author Rachel Botsman says that in the new economy “reputation will be your most valuable asset”, but as reputation becomes an important asset, markets will grow around it and intermediaries will claim to help you boost your reputation, but these market-based incentives destroy the value of reputation as a mechanism for establishing trust. Mechanisms for buying and selling testimonies, for example, cause testimonies to lose their ability to discriminate between trustworthiness and opportunism because an opportunist with money could buy themselves a good reputation…
Internet reputation systems promise to create a global village by scaling up informal word-of-mouth reputation mechanisms for sharing and for creating trust, and so solve both the coordination and the trust problem for a variety of services which could not previously be exchanged. For sharing economy advocates, reputation is an alternative to regulation: law professor Lior Strahilevitz asks us to “imagine if every plumber, manufactured product, cell phone provider, home builder, professor, hair stylist, accountant, attorney, golf pro, and taxi driver were rated… In such a world, there would be diminished need for regulatory oversight and legal remedies because consumers would police misconduct themselves.”
Do internet reputation systems act as an effective signal of trustworthiness?…
So even in the absence of explicit gaming, peer-to-peer internet reputation systems do not solve the problem of trust.
Still, sharing economy web sites are growing fast. How are they succeeding if the peer-to-peer reputation systems fail to solve the problem of trust?
One reason is that coordination is useful in itself….
To be successful, the venture-capital-funded “sharing economy” will be forced to lose all those aspects of informal sharing that makes “sharing” attractive, and to keep those aspects that erode neighbourhoods, erode employment rights, and remove basic standards. And if they succeed, they will have used the language of sharing to bring about an unregulated, free-market, neoliberal economy.”

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”

Benjamin Barber: Why mayors should rule the world


TED Talks released a new video by political theorist Benjamin Barber on “Why mayors should rule the world”: “It often seems like federal-level politicians care more about creating gridlock than solving the world’s problems. So who’s actually getting bold things done? City mayors. So, political theorist Benjamin Barber suggests: Let’s give them more control over global policy. Barber shows how these “urban homeboys” are solving pressing problems on their own turf — and maybe in the world.”

See also Emma Green, “Can Mayors Really Save the World?” The Atlantic Cities

Riding the Waves or Caught in the Tide? Navigating the Evolving Information Environment


IFLA Trend Report: “In the global information environment, time moves quickly and there’s an abundance of commentators trying to keep up. With each new technological development, a new report emerges assessing its impact on different sectors of society. The IFLA Trend Report takes a broader approach and identifies five high level trends shaping the information society, spanning access to education, privacy, civic engagement and transformation. Its findings reflect a year’s consultation with a range of experts and stakeholders from different disciplines to map broader societal changes occurring, or likely to occur in the information environment.
The IFLA Trend Report is more than a single document – it is a selection of resources to help you understand where libraries fit into a changing society.
From Five Key Trends Which Will Change Our Information Environment:
Trend 1:
New Technologies Will Both Expand and Limit Who Has Access to Information…
Trend 2:
Online Education Will Democratise and Disrupt Global Learning…
Trend 3:
The Boundaries of Privacy and Data Protection Will Be Redefined…
Trend 4:
Hyper-Connected Societies Will Listen to and Empower New Voices and Groups…In hyper-connected societies more opportunities for collective action are being realised – enabling the rise of new voices and promoting the growth of single-issue movements at the expense of traditional political parties. Open government initiatives and access to public sector data are leading to more transparency and citizen-focused public services.
Trend 5:
The Global Information Economy Will Be Transformed by New Technologies…”

Smarter Than You Think: How Technology is Changing Our Minds for the Better


New book by Clive Thompson: “It’s undeniable—technology is changing the way we think. But is it for the better? Amid a chorus of doomsayers, Clive Thompson delivers a resounding “yes.” The Internet age has produced a radical new style of human intelligence, worthy of both celebration and analysis. We learn more and retain it longer, write and think with global audiences, and even gain an ESP-like awareness of the world around us. Modern technology is making us smarter, better connected, and often deeper—both as individuals and as a society.
In Smarter Than You Think Thompson shows that every technological innovation—from the written word to the printing press to the telegraph—has provoked the very same anxieties that plague us today. We panic that life will never be the same, that our attentions are eroding, that culture is being trivialized. But as in the past, we adapt—learning to use the new and retaining what’s good of the old.”

Coase’s theories predicted Internet’s impact on how business is done


Don Tapscott in The Globe and Mail: “Renowned economist Ronald Coase died last week at the age of 102. Among his many achievements, Mr. Coase was awarded the 1991 Nobel Prize in Economics, largely for his inspiring 1937 paper The Nature of the Firm. The Nobel committee applauded the academic for his “discovery and clarification of the significance of transaction costs … for the institutional structure and functioning of the economy.”
Mr. Coase’s enduring legacy may well be that 60 years later, his paper and theories help us understand the Internet’s impact on business, the economy and all our institutions… Mr. Coase wondered why there was no market within the firm. Why is it unprofitable to have each worker, each step in the production process, become an independent buyer and seller? Why doesn’t the draftsperson auction their services to the engineer? Why is it that the engineer does not sell designs to the highest bidder? Mr. Coase argued that preventing this from happening created marketplace friction.
Mr. Coase argued that this friction gave rise to transaction costs – or to put it more broadly, collaboration or relationship costs. There are three types of these relationship costs. First are search costs, such as the hunt for appropriate suppliers. Second are contractual costs, including price and contract negotiations. Third are the co-ordination costs of meshing the different products and processes.
The upshot is that most vertically integrated corporations found it cheaper and simpler to perform most functions in-house, rather than incurring the cost, hassle and risk of constant transactions with outside partners….This is no longer the case. Many behemoths have lost market share to more supple competitors. Digital technologies slash transaction and collaboration costs. Smart companies are making their boundaries porous, using the Internet to harness knowledge, resources and capabilities outside the company. Everywhere,leading firms set a context for innovation and then invite their customers, partners and other third parties to co-create their products and services.
Today’s economic engines are Internet-based clusters of businesses. While each company retains its identity, companies function together, creating more wealth than they could ever hope to create individually. Where corporations were once gigantic, new business ecosystems tend toward the amorphous.
Procter & Gamble now gets 60 per cent of its innovation from outside corporate walls. Boeing has built a massive ecosystem to design and manufacture jumbo jets. China’s motorcycle industry, which consists of dozens of companies collaborating with no single company pulling the strings, now comprises 40 per cent of global motorcycle production.
Looked at one way, Amazon.com is a website with many employees that ships books. Looked at another way, however, Amazon is a vast ecosystem that includes authors, publishers, customers who write reviews for the site, delivery companies like UPS, and tens of thousands of affiliates that market products and arrange fulfilment through the Amazon network. Hundreds of thousands of people are involved in Amazon’s viral marketing network.
This is leading to the biggest change to the corporation in a century and altering how we orchestrate capability to innovate, create goods and services and engage with the world. From now on, the ecosystem itself, not the corporation per se, should serve as the point of departure for every business strategist seeking to understand the new economy – and for every manager, entrepreneur and investor seeking to prosper in it.
Nor does the Internet tonic apply only to corporations. The Web is dropping transaction costs everywhere – enabling networked approaches to almost every institution in society, from government, media, science and health care to our energy grid, transportation systems and institutions for global problem solving.
Governments can change from being vertically integrated, industrial-age bureaucracies to become networks. By releasing their treasures of raw data, governments can now become platforms upon which companies, NGOs, academics, foundations, individuals and other government agencies can collaborate to create public value…”

Assessing Zuckerberg’s Idea That Facebook Could Help Citizens Re-Make Their Government


Gregory Ferenstein in TechCrunch: “Mark Zuckerberg has a grand vision that Facebook will help citizens in developing countries decide their own governments. It’s a lofty and partially attainable goal. While Egypt probably won’t let citizens vote for their next president with a Like, it is theoretically possible to use Facebook to crowdsource expertise. Governments around the world are experimenting with radical online direct democracy, but it doesn’t always work out.

Very briefly, Zuckerberg laid out his broad vision for e-government to Wired’s Steven Levy, while defending Internet.org, a new consortium to bring broadband to the developing world.

“People often talk about how big a change social media had been for our culture here in the U.S. But imagine how much bigger a change it will be when a developing country comes online for the first time ever. We use things like Facebook to share news and keep in touch with our friends, but in those countries, they’ll use this for deciding what kind of government they want to have. Getting access to health care information for the first time ever.”

When he references “deciding … government,” Zuckerberg could be talking about voting, sharing ideas, or crafting a constitution. We decided to assess the possibilities of them all….
For citizens in the exciting/terrifying position to construct a brand-new government, American-style democracy is one of many options. Britain, for instance, has a parliamentary system and has no constitution. In other cases, a government may want to heed political scientists’ advice and develop a “consensus democracy,” where more than two political parties are incentivized to work collaboratively with citizens, business, and different branches of government to craft laws.
At least once, choosing a new style of democracy has been attempted through the Internet. After the global financial meltdown wrecked Iceland’s economy, the happy citizens of the grass-covered country decided to redo their government and solicit suggestions from the public (950 Icelanders chosen by lottery and general calls for ideas through social networks). After much press about Iceland’s “crowdsourced” constitution, it crashed miserably after most of the elected leaders rejected it.
Crafting law, especially a constitution, is legally complex; unless there is a systematic way to translate haphazard citizen suggestions into legalese, the results are disastrous.
“Collaborative drafting, at large scale, at low costs, and that is inclusive, is something that we still don’t know how to do,” says Tiago Peixoto, a World Bank Consultant on participatory democracy (and one of our Most Innovative People In Democracy).
Peixoto, who helps the Brazilian government conduct some of the world’s only online policymaking, says he’s optimistic that Facebook could be helpful, but he wouldn’t use it to draft laws just yet.
While technically it is possible for social networks to craft a new government, we just don’t know how to do it very well, and, therefore, leaders are likely to reject the idea. In other words, don’t expect Egypt to decide their future through Facebook likes.”

Mapping the Twitterverse


Mapping the Twitterverse

Phys.org: “What does your Twitter profile reveal about you? More than you know, according to Chris Weidemann. The GIST master’s student has developed an application that follows geospatial footprints.
You start your day at your favorite breakfast spot. When your order of strawberry waffles with extra whipped cream arrives, it’s too delectable not to share with your Twitter followers. You snap a photo with your smartphone and hit send. Then, it’s time to hit the books.
You tweet your friends that you’ll be at the library on campus. Later that day, palm trees silhouette a neon-pink sunset. You can’t resist. You tweet a picture with the hashtag #ILoveLA.
You may not realize that when you tweet those breezy updates and photos of food, you are sharing information about your location.
Chris Weidemann, a graduate student in the Geographic Information Science and Technology (GIST) online master’s program at USC Dornsife, investigated just how much public was generated by Twitter users and how their information—available through Twitter’s (API)—could potentially be used by third parties. His study was published June 2013 in the International Journal of Geoinformatics
Twitter has approximately 500 million active users, and reports show that 6 percent of users opt-in to allow the platform to broadcast their location using global positioning technology with each tweet they post. That’s about 30 million people sending geo-tagged data out into the Twitterverse. In their tweets, people can choose whether their information is displayed as a city and state, an address or pinpoint their precise latitude and longitude.
That’s only part of their geospatial footprint. Information contained in a post may reveal a user’s location. Depending upon how the account is set up, profiles may include details about their hometown, time zone and language.”
 

The Multistakeholder Model in Global Technology Governance: A Cross-Cultural Perspective


New APSA 2013 Annual Meeting Paper by Nanette S. Levinson: “This paper examines two key but often overlooked analytic dimensions related to global technology governance: the roles of culture and cross-cultural communication processes and the broader framework of Multistakeholderism. Each of these dimensions has a growing tradition of research/conceptual frameworks that can inform the analysis of Internet governance and related complex and power-related processes that may be present in a multistakeholder setting. The use of the term ‘multistakeholder’ itself has grown exponentially in discussing Internet governance and related governance domains; yet there are few rigorous studies within Internet governance that treat actual multistakeholder processes, especially from a cross-cultural and comparative perspective.
Using research on cross-cultural communication and related factors (at small group, occupational, organizational, interorganizational or cross- sector, national, regional levels), this paper provides and uses an analytic framework, especially for the 2012 WCIT and 2013 WSIS 10 and World Telecommunications Policy Forum that goes beyond the rhetoric of ‘multistakeholder’ as a term. It includes an examination of variables found to be important in studies from environmental governance, public administration, and private sector partnership domains including trust, absorptive capacity, and power in knowledge transfer processes. “