Opinion Space
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Opinion Space
Developed at UC Berkeley, "Opinion Space" (also known as The Collective Discovery Engine) is a social media technology designed to help communities generate and exchange ideas about important issues and policies. Version 1.0 was launched on April 4, 2009 at UC Berkeley, and explored the question "Do you think legalizing marijuana is a good idea?" It has since undergone 4 different iterations, and been used in partnership with various organizations including The Occupy movement (Version 4.0, 5/24/2013) and the African Robots Network (Version 4.0, 5/25/2013). Opinion Space has also been used in collaboration with the United States State Department and the University of California's Berkeley Center for New Media (Version 2.0, 12/1/2009 and Version 3.0, 2/25/2012Department of State Launches New Tool to Foster Online Open Dialogue March 15, 2010 http://www.state.gov/r/pa/prs/ps/2010/03/138326.htm) to gain public perspective on foreign policy issues. Then U.S. Secretary of State Hil ...
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UC Berkeley
The University of California, Berkeley (UC Berkeley, Berkeley, Cal, or California) is a public university, public land-grant university, land-grant research university in Berkeley, California. Established in 1868 as the University of California, it is the state's first land-grant university and the founding campus of the University of California system. Its fourteen colleges and schools offer over 350 degree programs and enroll some 31,800 undergraduate and 13,200 graduate students. Berkeley ranks among the world's top universities. A founding member of the Association of American Universities, Berkeley hosts many leading research institutes dedicated to science, engineering, and mathematics. The university founded and maintains close relationships with three United States Department of Energy National Laboratories, national laboratories at Lawrence Berkeley National Laboratory, Berkeley, Lawrence Livermore National Laboratory, Livermore and Los Alamos National Laboratory, Los ...
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Public Opinion
Public opinion is the collective opinion on a specific topic or voting intention relevant to a society. It is the people's views on matters affecting them. Etymology The term "public opinion" was derived from the French ', which was first used in 1588 by Michel de Montaigne in the second edition of his ''Essays'' (ch. XXII). The French term also appears in the 1761 work ''Julie, or the New Heloise'' by Jean-Jacques Rousseau. Precursors of the phrase in English include William Temple's "general opinion" (appearing in his 1672 work ''On the Original and Nature of Government'') and John Locke's "law of opinion" (appearing in his 1689 work ''An Essay Concerning Human Understanding''). History The emergence of public opinion as a significant force in the political realm dates to the late 17th century, but opinion had been regarded as having singular importance much earlier. Medieval ''fama publica'' or ''vox et fama communis'' had great legal and social importance from the 12 ...
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Recommender System
A recommender system, or a recommendation system (sometimes replacing 'system' with a synonym such as platform or engine), is a subclass of information filtering system that provide suggestions for items that are most pertinent to a particular user. Typically, the suggestions refer to various decision-making processes, such as what product to purchase, what music to listen to, or what online news to read. Recommender systems are particularly useful when an individual needs to choose an item from a potentially overwhelming number of items that a service may offer. Recommender systems are used in a variety of areas, with commonly recognised examples taking the form of playlist generators for video and music services, product recommenders for online stores, or content recommenders for social media platforms and open web content recommenders.Pankaj Gupta, Ashish Goel, Jimmy Lin, Aneesh Sharma, Dong Wang, and Reza Bosagh ZadeWTF:The who-to-follow system at Twitter Proceedings of the ...
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Online Consultation
Online consultations or e-consultations refer to an exchange between government and citizens using the Internet. They are one form of online deliberation. Further, online consultation consists in using the Internet to ask a group of people their opinion on one or more specific topics, allowing for trade-offs between participants. Generally, an agency consults a group of people to get their thoughts on an issue when a project or a policy is being developed or implemented, e.g. to identify or access options, or to evaluate ongoing activities. This enables governments to draft more citizen-centered policy. As the Internet gains popularity with the public for voicing opinion, citizen participation in policy development through cyberspace is changing the face of democracy. The rise of the Internet has given way to buzzwords such as e-democracy, referring to citizen participation in politics, government issues and policy development through electronic technologies and the Internet, an ...
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Deliberative Opinion Poll
A deliberative opinion poll, sometimes called a deliberative poll, is a form of opinion poll that incorporates the principles of deliberative democracy. Professor James S. Fishkin of Stanford University first described the concept in 1988. The typical deliberative opinion poll takes a random, representative sample of citizens and engages them in deliberation on current issues or proposed policy changes through small-group discussions and conversations with competing experts to create more informed and reflective public opinion. A typical polling utilizes participants drawn from a random and representative sample to engage in small-group deliberations to create more informed and reflective public opinion. Deliberative polls have been tested around the world, including in the European Union, the United States, China, and Australia. Process The Center for Deliberative Democracy at Stanford University describes its process as follows: Fishkin argues that during deliberation, discu ...
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Foreign Policy Of The United States
The officially stated goals of the foreign policy of the United States of America, including all the bureaus and offices in the United States Department of State, as mentioned in the ''Foreign Policy Agenda'' of the Department of State, are "to build and sustain a more democratic, secure, and prosperous world for the benefit of the American people and the international community". The United States House Committee on Foreign Affairs states as some of its jurisdictional goals: "export controls, including nonproliferation of nuclear technology and nuclear hardware; measures to foster commercial interaction with foreign nations and to safeguard American business abroad; international commodity agreements; international education; protection of American citizens abroad; and expulsion". U.S. foreign policy and foreign aid have been the subject of much debate, praise, and criticism, both domestically and abroad. Foreign policy development Article Two of the United States Const ...
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Collaborative Filtering
Collaborative filtering (CF) is a technique used by recommender systems.Francesco Ricci and Lior Rokach and Bracha ShapiraIntroduction to Recommender Systems Handbook Recommender Systems Handbook, Springer, 2011, pp. 1-35 Collaborative filtering has two senses, a narrow one and a more general one. In the newer, narrower sense, collaborative filtering is a method of making automatic predictions (filtering) about the interests of a user by collecting preferences or taste information from many users (collaborating). The underlying assumption of the collaborative filtering approach is that if a person ''A'' has the same opinion as a person ''B'' on an issue, A is more likely to have B's opinion on a different issue than that of a randomly chosen person. For example, a collaborative filtering recommendation system for preferences in television programming could make predictions about which television show a user should like given a partial list of that user's tastes (likes or dislikes ...
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Deliberative Polling
A deliberative opinion poll, sometimes called a deliberative poll, is a form of opinion poll that incorporates the principles of deliberative democracy. Professor James S. Fishkin of Stanford University first described the concept in 1988. The typical deliberative opinion poll takes a random, representative sample of citizens and engages them in deliberation on current issues or proposed policy changes through small-group discussions and conversations with competing experts to create more informed and reflective public opinion. A typical polling utilizes participants drawn from a random and representative sample to engage in small-group deliberations to create more informed and reflective public opinion. Deliberative polls have been tested around the world, including in the European Union, the United States, China, and Australia. Process The Center for Deliberative Democracy at Stanford University describes its process as follows: Fishkin argues that during deliberation, discuss ...
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Self-organizing
Self-organization, also called spontaneous order in the social sciences, is a process where some form of overall order arises from local interactions between parts of an initially disordered system. The process can be spontaneous when sufficient energy is available, not needing control by any external agent. It is often triggered by seemingly random fluctuations, amplified by positive feedback. The resulting organization is wholly decentralized, distributed over all the components of the system. As such, the organization is typically robust and able to survive or self-repair substantial perturbation. Chaos theory discusses self-organization in terms of islands of predictability in a sea of chaotic unpredictability. Self-organization occurs in many physical, chemical, biological, robotic, and cognitive systems. Examples of self-organization include crystallization, thermal convection of fluids, chemical oscillation, animal swarming, neural circuits, and black market ...
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Statistical Analysis
Statistical inference is the process of using data analysis to infer properties of an underlying distribution of probability.Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. . Inferential statistical analysis infers properties of a population, for example by testing hypotheses and deriving estimates. It is assumed that the observed data set is sampled from a larger population. Inferential statistics can be contrasted with descriptive statistics. Descriptive statistics is solely concerned with properties of the observed data, and it does not rest on the assumption that the data come from a larger population. In machine learning, the term ''inference'' is sometimes used instead to mean "make a prediction, by evaluating an already trained model"; in this context inferring properties of the model is referred to as ''training'' or ''learning'' (rather than ''inference''), and using a model for prediction is referred to as ''inference'' (instead of ''prediction''); ...
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Social Media
Social media are interactive media technologies that facilitate the creation and sharing of information, ideas, interests, and other forms of expression through virtual communities and networks. While challenges to the definition of ''social media'' arise due to the variety of stand-alone and built-in social media services currently available, there are some common features: # Social media are interactive Web 2.0 Internet-based applications. # User-generated content—such as text posts or comments, digital photos or videos, and data generated through all online interactions—is the lifeblood of social media. # Users create service-specific profiles for the website or app that are designed and maintained by the social media organization. # Social media helps the development of online social networks by connecting a user's profile with those of other individuals or groups. The term ''social'' in regard to media suggests that platforms are user-centric and enable communal ac ...
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