Springwise: “We’ve already seen platforms such as Tweetminster use social media to keep citizens up-to-date with the latest goings on in the British Parliament. Now FiscalNote is providing businesses in the US with the tools to track the bills and legislature that affects their industry, as well offering insights into their potential results.
For small businesses, it can be difficult to keep on top of all the goings-on in Congress, never mind individual state and county rulings that may affect their operations. In what it calls the Political Genome Project, FiscalNote aims to keep tabs on any changes to the law across the 50 states. After users have selected their chosen industries, the site delivers only the news relevant to them, presented in an easy-to-understand way on the user dashboard. Mobile notifications also keep businesses informed of changes as they’re fought on the floor. Infographic-style analytics show the progress of each piece of legislation, and the probability of each outcome is worked out with complex algorithms that take in previous results and historical data.
FiscalNote helps small businesses to make smarter decisions by gaining greater insight into the workings of national and local politics related to their industry, keeping them informed of changes they might have otherwise missed. How else can companies stay on top of the latest news from their particular sector?
Website: www.fiscalnote.com”
Healthcare.gov and the Gulf Between Planning and Reality
Clay Shirky: “This is not just a hiring problem, or a procurement problem. This is a management problem, and a cultural problem. The preferred method for implementing large technology projects in Washington is to write the plans up front, break them into increasingly detailed specifications, then build what the specifications call for. It’s often called the waterfall method, because on a timeline the project cascades from planning, at the top left of the chart, down to implementation, on the bottom right.
Like all organizational models, waterfall is mainly a theory of collaboration. By putting the most serious planning at the beginning, with subsequent work derived from the plan, the waterfall method amounts to a pledge by all parties not to learn anything while doing the actual work. Instead, waterfall insists that the participants will understand best how things should work before accumulating any real-world experience, and that planners will always know more than workers.
This is a perfect fit for a culture that communicates in the deontic language of legislation. It is also a dreadful way to make new technology. If there is no room for learning by doing, early mistakes will resist correction. If the people with real technical knowledge can’t deliver bad news up the chain, potential failures get embedded rather than uprooted as the work goes on….
Given examples of technological success from commercial firms, a common response is that the government has special constraints, and thus cannot develop projects piecemeal, test with citizens, or learn from its mistakes in public. I was up at the Kennedy School a month after the launch, talking about technical leadership and Healthcare.gov, when one of the audience members made just this point, proposing that the difficult launch was unavoidable, because the government simply couldn’t have tested bits of the project over time.
That observation illustrates the gulf between planning and reality in political circles. It is hard for policy people to imagine that Healthcare.gov could have had a phased rollout, even while it is having one.
At launch, on October 1, only a tiny fraction of potential users could actually try the service. They generated concrete errors. Those errors were handed to a team whose job was to improve the site, already public but only partially working. The resulting improvements are incremental, and put in place over a period of months. That is a phased rollout, just one conducted in the worst possible way.
The vision of “technology” as something you can buy according to a plan, then have delivered as if it were coming off a truck, flatters and relieves managers who have no idea and no interest in how this stuff works, but it’s also a breeding ground for disaster. The mismatch between technical competence and executive authority is at least as bad in government now as it was in media companies in the 1990s, but with much more at stake…
Now, and from now on, government will interact with its citizens via the internet, in increasingly important ways. This is a non-partisan issue; whichever party is in the White House will build and launch new forms of public service online. Unfortunately for us, the last new technology the government adopted for interacting with citizens was the fax; our senior political figures have little habit of talking to their own technically adept employees.
If I had to design a litmus test for whether our political class grasps the internet, I would look for just one signal: Can anyone with authority over a new project articulate the tradeoff between features, quality, and time?
When a project cannot meet all three goals—a situation Healthcare.gov was clearly in by March—something will give. If you want certain features at a certain level of quality, you’d better be able to move the deadline. If you want overall quality by a certain deadline, you’d better be able to delay or drop features. And if you have a fixed feature list and deadline, quality will suffer.
Intoning “Failure is not an option” will be at best useless, and at worst harmful. There is no “Suddenly Go Faster” button, no way you can throw in money or additional developers as a late-stage accelerant; money is not directly tradable for either quality or speed, and adding more programmers to a late project makes it later. You can slip deadlines, reduce features, or, as a last resort, just launch and see what breaks.
Denying this tradeoff doesn’t prevent it from happening. If no one with authority over the project understands that, the tradeoff is likely to mean sacrificing quality by default. That just happened to this administration’s signature policy goal. It will happen again, as long politicians can be allowed to imagine that if you just plan hard enough, you can ignore reality. It will happen again, as long as department heads imagine that complex technology can be procured like pencils. It will happen again as long as management regards listening to the people who understand the technology as a distasteful act.”
Why We Engage: How Theories of Human Behavior Contribute to Our Understanding of Civic Engagement in a Digital Era
New paper by Gordon, Eric and Baldwin-Philippi, Jessica and Balestra, Martina: “…Just as the rapidly evolving landscape of connectivity and communications technology is transforming the individual’s experience of the social sphere, what it means to participate in civic life is also changing, both in how people do it and how it is measured. Civic engagement includes all the ways in which individuals attend to the concerns of public life, how one learns about and participates in all of the issues and contexts beyond one’s immediate private or intimate sphere. New technologies and corresponding social practices, from social media to mobile reporting, are providing different ways to record, share, and amplify that attentiveness. Media objects or tools that impact civic life can be understood within two broad types: those designed specifically with the purpose of community engagement in mind (for instance, a digital game for local planning or an app to give feedback to city council) or generic tools that are subsequently appropriated for engaging a community (such as Twitter or Facebook’s role in the Arab Spring or London riots). Moreover, these tools can mediate any number of relationships between or among citizens, local organizations, or government institutions. Digitally mediated civic engagement runs the gamut of phenomena from organizing physical protests using social media (e.g., Occupy), to using digital tools to hack institutions (e.g., Anonymous), to using city-produced mobile applications to access and coproduce government services, to using digital platforms for deliberating. Rather than try to identify what civic media tools look like in the midst of such an array of possibilities (by focusing on in depth examples or case studies), going forward we will instead focus on how digital tools expand the context of civic life and motivations for engagement, and what participating in civic life looks like in a digital era.
We present this literature review as a means of exploring the intersection of theories of human behavior with the motivations for and benefits of engaging in civic life. We bring together literature from behavioral economics, sociology, psychology and communication studies to reveal how civic actors, institutions, and decision-making processes have been traditionally understood, and how emerging media tools and practices are forcing their reconsideration.“
Peacekeeping 4.0: Harnessing the Potential of Big Data, Social Media, and Cyber Technologies
Chapter by John Karlsrud in “Cyberspace and International Relations: Theory, Prospects and Challenges”(Edited by Jan-Frederik Kremer, and Benedikt Müller): “Since the Cold War, peacekeeping has evolved from first-generation peacekeeping that focused on monitoring peace agreements, to third-generation multidimensional peacekeeping operations tasked with rebuilding states and their institutions during and after conflict. However, peacekeeping today is lagging behind the changes marking our time. Big Data, including social media, and the many actors in the field may provide peacekeeping and peacebuilding operations with information and tools to enable them to respond better, faster and more effectively, saving lives and building states. These tools are already well known in the areas of humanitarian action, social activism, and development. Also the United Nations, through the Global Pulse initiative, has begun to discover the potential of “Big Data for Development,” which may in time help prevent violent conflict. However, less has been done in the area of peacekeeping. UN member states should push for change so that the world organization and other multilateral actors can get their act together, mounting a fourth generation of peacekeeping operations that can utilize the potentials of Big Data, social media and modern technology—“Peacekeeping 4.0.” The chapter details some of the initiatives that can be harnessed and further developed, and offers policy recommendations for member states, the UN Security Council, and UN peacekeeping at UN headquarters and at field levels.”
Transparency in Politics and the Media: Accountability and Open Government
New report from The Reuters Institute for the Study of Journalism by Nigel Bowles, James T. Hamilton, and David A. L. Levy: “Increasingly governments around the world are experimenting with initiatives in transparency or ‘open government’.
These involve a variety of measures including the announcement of more user-friendly government websites, greater access to government data, the extension of freedom of information legislation and broader attempts to involve the public in government decision making.
However, the role of the media in these initiatives has not hitherto been examined. This new RISJ edited volume analyses the challenges and opportunities presented to journalists as they attempt to hold governments accountable in an era of professed transparency.
In examining how transparency and open government initiatives have affected the accountability role of the press in the US and the UK, it also explores how policies in these two countries could change in the future to help journalists hold governments more accountable.
This volume will be essential reading for all practising journalists, for students of journalism or politics, and for policymakers. This publication can be bought from I. B. Tauris
Download the Executive Summary and First Chapter”
Typhoon Yolanda: UN Needs Your Help Tagging Crisis Tweets for Disaster Response
Patrick Meyer: “The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) just activated the Digital Humanitarian Network (DHN) in response to Typhoon Yolanda, which has already been described as possibly one of the strongest Category 5 storms in history. The Standby Volunteer Task Force (SBTF) was thus activated by the DHN to carry out a rapid needs & damage assessment by tagging reports posted to social media. So Ji Lucas and I at QCRI (+ Hemant & Andrew) have launched MicroMappers in partnership with the SBTF to micro-task the tagging of tweets. We need all the help we can get given the volume we’ve collected (and are continuing to collect). This is where you come in!
You don’t need any prior experience or training, nor do you need to create an account or even login to use the MicroMappers TweetClicker. If you can read and use a computer mouse, then you’re all set to be a Digital Humanitarian! Just click here to get started. Every tweet will get tagged by 3 different volunteers (to ensure quality control) and those tweets that get identical tags will be shared with our UN colleagues in the Philippines. All this and more is explained in the link above, which will give you a quick intro so you can get started right away. Our UN colleagues need these tags to better understand who needs help and what areas have been affected.”
Selected Readings on Crowdsourcing Opinions and Ideas
The Living Library’s Selected Readings series seeks to build a knowledge base on innovative approaches for improving the effectiveness and legitimacy of governance. This curated and annotated collection of recommended works on the topic of crowdsourcing was originally published in 2013.
As technological advances give individuals greater ability to share their opinions and ideas with the world, citizens are increasingly expecting government to consult with them and factor their input into the policy-making process. Moving away from the representative democracy system created in a less connected time, e-petitions; participatory budgeting (PB), a collaborative, community-based system for budget allocation; open innovation initiatives; and Liquid Democracy, a hybrid of direct and indirect democracy, are allowing citizens to make their voices heard between trips to the ballot box.
Selected Reading List (in alphabetical order)
- Eirikur Bergmann — Reconstituting Iceland — Constitutional Reform Caught in a New Critical Order in the Wake of Crisis — a paper exploring the history and of Iceland’s “Crowdsourced Constitution.”
- Oliver Gassmann, Ellen Enkel and Henry Chesbrough — The Future of Open Innovation — a paper discussing opportunities and trends related to open innovation.
- Hollie Russon Gilman — The Participatory Turn: Participatory Budgeting Comes to America — a dissertation focused on both the recent history of international PB efforts and the largely untapped potential for PB in the United States.
- Alexa Kasdan and Lindsay Cattell — New Report on NYC Participatory Budgeting — a research and evaluation report on the 2011 PB process undertaken in New York City.
- Kai Masser — Participatory Budgeting as Its Critics See It — a critical look at PB drawing on lessons learned from a German pilot initiative.
- OECD — Citizens as Partners: Information, Consultation and Public Participation in Policy-making — this policy report examines the use of crowdsourcing in OECD countries to act as a new form of representation and participation.
- Angel Tchorbadjiiski — Liquid Democracy — a thesis on the potential benefits of and challenges to the wider use of Liquid Democracy.
Annotated Selected Reading List (in alphabetical order)
- This paper explores the tumultuous history of Iceland’s “Crowdsourced Constitution.” The since-abandoned document was built upon three principles: distribution of power, transparency and responsibility.
- Even prior to the draft being dismantled through political processes, Bergmann argues that an overenthusiastic public viewed the constitution as a stronger example of citizen participation than it really was: “Perhaps with the delusion of distance the international media was branding the production as the world’s first ‘crowdsourced’ constitution, drafted by the interested public in clear view for the world to follow…This was however never a realistic description of the drafting. Despite this extraordinary open access, the Council was not able to systematically plough through all the extensive input as [it] only had four months to complete the task.”
- Bergmann’s paper illustrates the transition Iceland’s constitution has undertaken in recent years: moving form a paradigmatic example of crowdsourcing opinions to a demonstration of the challenges inherent in bringing more voices into a realm dominated by bureaucracy and political concerns.
- In this paper – an introduction to a special issue on the topic – Gassmann, Enkel and Chesbrough discuss the evolving trends in open innovation. They define the concept, referencing previous work by Chesbrough et al., as “…the purposive inflows and outflows of knowledge to accelerate internal innovation, and expand the markets for external use of innovation, respectively.”
- In addition to examining the existing literature for the field, the authors identify nine trends that they believe will define the future of open innovation for businesses, many of which can also be applied to governing insitutions:
- Industry penetration: from pioneers to mainstream
- R&D intensity: from high to low tech
- Size: from large firms to SMEs
- Processes: from stage gate to probe-and-learn
- Structure: from standalone to alliances
- Universities: from ivory towers to knowledge brokers Processes: from amateurs to professionals
- Content: from products to services
- Intellectual property: from protection to a tradable good
- In this dissertation, Gilman argues that participatory budgeting (PB) produces better outcomes than the status quo budget process in New York, while also transforming how those who participate understand themselves as citizens, constituents, Council members, civil society leaders and community stakeholders.
- The dissertation also highlights challenges to participation drawing from experience and lessons learned from PB’s inception in Porto Alege, Brazil in 1989. While recognizing a diversity of challenges, Gilman ultimately argues that, “PB provides a viable and informative democratic innovation for strengthening civic engagement within the United States that can be streamlined and adopted to scale.”
- This research and evaluation report is the result of surveys, in-depth interviews and observations collected at key points during the 2011 participatory budgeting (PB) process in New York City, in which “[o]ver 2,000 community members were the ones to propose capital project ideas in neighborhood assemblies and town hall meetings.”
- The PBNYC project progressed through six main steps:
- First Round of Neighborhood Assemblies
- Delegate Orientations
- Delegate Meetings
- Second Round of Neighborhood Assemblies
- Voting
- Evaluation, Implementation & Monitoring
- The authors also discuss the varied roles and responsibilities for the divers stakeholders involved in the process:
- Community Stakeholders
- Budget Delegates
- District Committees
- City-wide Steering Committee Council Member Offices
- This report is a critique of the participatory budgeting (PB) process, focusing on lessons learned from the outcomes of a pilot initiative in Germany.
- The reports focuses on three main criticisms leveled against PB:
- Participatory Budgeting can be a time consuming process that is barely comprehensive to the people it seeks to engage, as a result there is need for information about the budget, and a strong willingness to participate in preparing it.
- Differences in the social structure of the participants inevitably affect the outcome – the process must be designed to avoid low participation or over-representation of one group.
- PB cannot be sustained over a prolonged period and should therefore focus on one aspect of the budgeting process. The article points to outcomes that show that citizens may find it considerably more attractive to make proposals on how to spend money than on how to save it, which may not always result in the best outcomes.
- This OECD policy report features discussion on the concept of crowdsourcing as a new form or representation and public participation in OECD countries, with the understanding that it creates avenues for citizens to participate in public policy-making within the overall framework of representative democracy.
- The report provides a wealth of comparative information on measures adopted in OECD countries to strengthen citizens’ access to information, to enhance consultation and encourage their active participation in policy-making.
Tchorbadjiiski, Angel. “Liquid Democracy.” Rheinisch-Westf alische Technische Hochschule Aachen Informatik 4 ComSy, 2012. http://bit.ly/1eOsbIH.
- This thesis presents discusses how Liquid Democracy (LD) makes it for citizens participating in an election to “either take part directly or delegate [their] own voting rights to a representative/expert. This way the voters are not limited to taking one decision for legislative period as opposed to indirect (representative) democracy, but are able to actively and continuously take part in the decision-making process.”
- Tchorbadjiiski argues that, “LD provides great flexibility. You do not have to decide yourself on the program of a political party, which only suits some aspects of your opinion.” Through LD, “all voters can choose between direct and indirect democracy creating a hybrid government form suiting their own views.”
- In addition to describing the potential benefits of Liquid Democracy, Tchorbadjiiski focuses on the challenge of maintaining privacy and security in such a system. He proposes a platform that “allows for secure and anonymous voting in such a way that it is not possible, even for the system operator, to find out the identity of a voter or to prevent certain voters (for example minority groups) from casting a ballot.”
Index: Trust in Institutions
The Living Library Index – inspired by the Harper’s Index – provides important statistics and highlights global trends in governance innovation. This installment focuses on trust in institutions and was originally published in 2013.
Trust in Government
- How many of the global public feel that their governments listen to them: 17%
- How much of the global population trusts in institutions: almost half
- The number of Americans who trust institutions: less than half
- How many people globally believe that business leaders and government officials will tell the truth when confronted with a difficult issue: Less than one-fifth
- The average level of confidence amongst citizens in 25 OECD countries:
- In national government: 40%, down from 45% in 2007
- In financial institutions: 43%
- In public services such as local police and healthcare: 72% and 71% respectively
Executive Government
- How many Americans trust the government in Washington to do what is right “just about always or most of the time” in September 2013: 19%
- Those who trust the “men and women … who either hold or are running for public office”: 46%
- Number of Americans who express a great deal or fair amount of trust in:
- Local government: 71%
- State government: 62%
- Federal government: 52%
- How many Americans trust in the ability of “the American people” to make judgments about political issues facing the country: 61%, declining every year since 2009
- Those who have trust and confidence in the federal government’s ability to handle international problems: 49%
- Number of Americans who feel “angry” at the federal government: 3 in 10, all-time high since first surveyed in 1997
Congress
- Percentage of Americans who say “the political system can work fine, it’s the members of Congress that are the problem” in October 2013: 58%
- Following the government shutdown, number of Americans who stated that Congress would work better if nearly every member was replaced next year: nearly half
- Those who think that even an entire overhaul of Congress would not make much difference: 4 in 10
- Those who think that “most members of Congress have good intentions, it’s the political system that is broken” in October 2013: 32%
Trust in Media
- Global trust in media (traditional, social, hybrid, owned, online search): 57% and rising
- The percentage of Americans who say they have “a great deal or fair amount of trust and confidence in the mass media”: 44% – the lowest level since first surveyed in 1997
- How many Americans see the mass media as too liberal: 46%
- As too conservative: 13%
- As “just about right”: 37%
- The number of Americans who see the press as fulfilling the role of political watchdog and believe press criticism of political leaders keeps them from doing things that should not be done: 68%
- The proportion of Americans who have “only a little/not at all” level of trust in Facebook to protect privacy and personal information: three in four
- In Google: 68%
- In their cell phone provider: 63%
Trust in Industry
- Global trust in business: 58%
- How much of the global public trusts financial institutions: 50%
- Proportion of the global public who consider themselves informed about the banking scandals: more than half
- Of those, how many Americans report they now trust banks less: almost half
- Number of respondents globally who say they trust tech companies to do what’s right: 77%, most trusted industry
- Number of consumers across eight markets who were “confident” or “somewhat confident” that the tech sector can provide long-term solutions to meet the world’s toughest challenges: 76%
Sources
- Edelman, “Edelman Trust Barometer 2013: Annual Global Study,” 2013.
- Gallup Poll, “In U.S., Political Trust in “American People” at New Low,” September 27, 2013.
- Gallup Poll, “Fewer Americans Than Ever Trust Gov’t to Handle Problems,” September 13, 2013.
- Gallup Poll, “Americans’ Trust in Government Generally Down This Year,” September 26, 2013.
- Gallup Poll, “In U.S., Trust in Media Recovers Slightly From All-Time Low,” September 19, 2013.
- Maassen, Paul, and Vasani, Dolar, “Only 17% of the population feel their governments listens to them,” The Guardian, October 31, 2013.
- OECD, “Government at a Glance 2013,” OECD Publishing, 2013 (Preliminary).
- Pedersen, Pete. “In Tech We Trust,” Edelman, January 25, 2013.
- Pew Research Center, “Trust in Government Nears Record Low, But Most Federal Agencies Are Viewed Favorably,” October 18, 2013.
- Pew Research Center, “Views of Government: Key Data Points,” October 22, 2013.
- Pew Research Center, “Amid Criticism, Support for Media’s ‘Watchdog’ Role Stands Out,” August 8, 2013.
- USA Today/Princeton Survey Research Poll, “Poll: Nearly half say replace everyone in Congress,” October 21, 2013.
- Reason Rupe Public Opinion Survey, “September 2013 Topline Results,” September 2013.
Findings from the emerging field of Transparency Research
Tiago Peixoto: “HEC Paris has just hosted the 3rd Global Conference on Transparency Research, and they have made the list of accepted papers available. …
As one goes through the papers, it is clear that unlike most of the open government space, when it comes to research, transparency is treated less as a matter of technology and formats and more as a matter of social and political institutions. And that is a good thing.”
This year’s papers are listed below:
- Hannes Meissner: “Functioning , Effects and Perspectives of Transparency Initiatives – The Example of Azerbaijan“
- Luis Emilio Cuenca Botey & Laure Célérier: ‘Participatory Budgeting: a Bourdieusian Interpretation‘
- Tsvetelina Yordanova: ‘Transparency in Foreign Policy and International Relations‘
- Maarten Hillebrandt: ‘A Map without a Compass? Evaluating the Transparency-Democracy Fit in the Council of the EU‘
- Silvana Fumega: ‘Opening the Cities: Open Government Data in Local Governments of Argentina, Brazil and Uruguay – Buenos Aires Preliminary Report‘
- Leopold Ringel: ‘The Uneasy Relationship of Organizations and Expectations of Transparency – A Theoretical Framework‘
- Carolyn Ball: ‘Indicators of Transparency and Trustworthiness in Nonprofits – Should we trust Nonprofits?‘
- Omar E. Hawthorne: ‘Transparency International’s Corruption Perceptions Index: “best flawed”measure on Corruption?‘
- James H. Irving & Kimberley J. Smith: ‘Off-balance Sheet Arrangements, Transparency and the 2007-2009 Financial Crisis‘
- Robert Podolnjak & Đorđe Gardašević: ‘Great Expectations: The New Croatian Freedom of Information Act‘
- Stephan Grimmelikhuijsen & Jyldyz Kasymova: ‘A tale of empowering versus informing: a qualitative comparison of environmental transparency in New Jersey and the Netherlands‘
- Albert van Zyl: “Greasing the Wheels of the Accountability System: How Civil Society Organizations close the Gap between Transparency and Accountability“
- Claudia Cappelli, Renata Mendes de Araujo & Julio Cesar Sampaio do Prado Leite: “Managing Transparency guided by a Maturity Model“
- Jenny de Fine Licht:”The Effect of Transparency in Decision Making for Public Perceptions of Legitimacy in different Policy-areas“
- Ezekiel Mbitha Mwenzwa: “Transparency and Accountability in Kenya: A Review of the Institutional Framework for Public Service Delivery“
- Michelle Gallant: “Lawyers and Money Laundering Regulation: Testing the Limits of the Secrecy in Canada“
- Mark Aspinwall: “Transparency and rule of Law: Conceptualizing the relationship“
- Albert J. Meijer: “The History of Transparency: Analysing the Long-term Socio-Political Construction of Transparency in the Netherlands“
- Oana B. Albu & Mikkel Flyverbom: “Categories and Dimensions of Organizational Transparency“
- Frankie Schram: “The relationship between the protection of privacy, the processing of personal data and the FOI-legislation in Belgium“
- Laurent Bibard: “On Transparency and the Common Good: A Temperate Approach“
- Mark Fenster: “Transparency as a Theory of Communication“
- Lars Thøger Christensen & George Cheney: “Peering into Transparency – Ideals Proxies and Organizational Practices“
- Abiola O. Makinwa: “Transparency and Corruption: Bypassing the Compromised State“
- Sandrine Baume: “Does Transparency Engender the Confidence of the Governed? A Contribution to Political Thought“
- Milena Mihaylova: “Implementation of the Concept of Transparency by EU Institutions: Access to documents“
- Prashant Sharma: “Turbid Transparency: The Making of the Right to Information Act in India“
- Rodrigo Mora Ortega: “Strategic Litigation on Access to Public Employees’ e-mails in Chile: putting things right?“
- Atina Krajewska: “In Search of the Holy Grail of Transparent and Coherent Global Health Law“
- Megan Donaldson: “Transparency and the Construction of a Global Public: Formal Transparency Policies in the Multilateral Development Banks“
- Benjamin Greer & Jeffery G. Purvis: “Human Trafficking Corporate Supply Chain Transparency: How best to legislatively approach disclosure“
- Imelda Maher: “Transparency and Networks: Accounting for Governance in the Competition Sphere“
- Benjamin Worthy: “David Cameron’s Transparency Revolution?
- Mikkel Flyverbom & Christina Garsten: “The sway of (big) data – calculations and advocacy in the name of transparency“
- Alon Peled: “Effective Openness – The Role of Open Data 2.0 in a wider Transparency Program“
- Gregory Michener and Benjamin Worthy, “From Fishing to Experimentation: Transparency as Information Gathering – A Typology and Framework for Analysis“
- Harmen H. P. Groenhart: “From Punishment to reward: Shifting perspectives on public media accountability“
Mirroring the real world in social media: twitter, geolocation, and sentiment analysis
Paper by E Baucom, A Sanjari, X Liu, and M Chen as part of the proceedings of UnstructureNLP ’13: “In recent years social media has been used to characterize and predict real world events, and in this research we seek to investigate how closely Twitter mirrors the real world. Specifically, we wish to characterize the relationship between the language used on Twitter and the results of the 2011 NBA Playoff games. We hypothesize that the language used by Twitter users will be useful in classifying the users’ locations combined with the current status of which team is in the lead during the game. This is based on the common assumption that “fans” of a team have more positive sentiment and will accordingly use different language when their team is doing well. We investigate this hypothesis by labeling each tweet according the the location of the user along with the team that is in the lead at the time of the tweet. The hypothesized difference in language (as measured by tfidf) should then have predictive power over the tweet labels. We find that indeed it does and we experiment further by adding semantic orientation (SO) information as part of the feature set. The SO does not offer much improvement over tf-idf alone. We discuss the relative strengths of the two types of features for our data.”