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This database is possible thanks to a combination of Wikipedia policies and (mostly) publicly available information.

The online encyclopedia allows anyone to make edits, but keeps detailed logs of all these changes. Users who are logged in are tracked only by their user name, but anonymous changes leave a public record of their IP address.

The result: A database of 34.4 million edits, performed by 2.6 million organizations or individuals ranging from the CIA to Microsoft to Congressional offices, now linked to the edits they or someone at their organization's net address has made.

By exposing the anonymous edits that companies such as drugs and big pharmaceutical companies make in entries that affect their businesses, it could help experts check up on the changes and make sure they're accurate, he says.

fundamental presumption is one of endless information abundance.

micromarkets

Flickr, YouTube

multiple demographics

Abundance leads to immediate context and fact checking, which changes the "authority market" substantially. The ability to participate in most online experiencesvia comments, votes, or ratingsis now presumed, and when it's not available, it's missed.

Web 2.0 is all about responding to abundance, which is a shift of profound significance.

Chefs simply couldn't exist in a world of universal scarcity

a time when scholarship, and how we make it available, will be affected by information abundance just as powerfully as food preparation has been.

Scholarly communication before the Internet required the intermediation of publishers. The costliness of publishing became an invisible constraint that drove nearly all of our decisions. It became the scholar's job to be a selector and interpreter of difficult-to-find primary and secondary sources; it was the scholarly publisher's job to identify the best scholars with the best perspective and the best access to scarce resources.

Google interprets a link from Page A to Page B as a vote, by Page A, for Page B. But, Google looks at more than the sheer volume of votes, or links a page receives; for example, it also analyzes the page that casts the vote. Votes cast by pages that are themselves 'important' weigh more heavily and help to make other pages 'important,'"

Google

Google

if scholarly output is locked away behind fire walls, or on hard drives, or in print only, it risks becoming invisible to the automated Web crawlers, indexers, and authority-interpreters that are being developed. Scholarly invisibility is rarely the path to scholarly authority.

Online scholarly publishing in Web 1.0 mimicked those fundamental conceptions. The presumption was that information scarcity still ruled. Most content was closed to nonsubscribers; exceedingly high subscription costs for specialty journals were retained; libraries continued to be the primary market; and the "authoritative" version was untouched by comments from the uninitiated. Authority was measured in the same way it was in the scarcity world of paper: by number of citations to or quotations from a book or article, the quality of journals in which an article was published, the institutional affiliation of the author, etc.

It has its limits, but it also both confers and confirms authority because people tend to point to authoritative sources to bolster their own work.

Such systems have not been framed to confer authority, but as they devise means to deal with predators, scum, and weirdos wanting to be a "friend," they are likely to expand into "trust," or "value," or "vouching for my friend" metrics — something close to authority — in the coming years.

ecently some more "authoritative" editors have been given authority to override whining ax grinders.

In many respects Boing Boing is an old-school edited resource. It doesn't incorporate feedback or comments, but rather is a publication constructed by five editor-writers

As the online environment matures, most social spaces in many disciplines will have their own "boingboings."

That kind of democratization of authority is nearly unique to wikis that are group edited, since not observation, but active participation in improvement, is the authority metric.

user-generated authority, many of which are based on algorithmic analysis of participatory engagement. The emphasis in such models is often not on finding scarce value, but on weeding abundance

They differ from current models mostly by their feasible computability in a digital environment where all elements can be weighted and measured, and where digital interconnections provide computable context.

In the very near future, if we're talking about a universe of hundreds of billions of documents, there will routinely be thousands, if not tens of thousands, if not hundreds of thousands, of documents that are very similar to any new document published on the Web. If you are writing a scholarly article about the trope of smallpox in Shakespearean drama, how do you ensure you'll be read? By competing in computability. Encourage your friends and colleagues to link to your online document. Encourage online back-and-forth with interested readers. Encourage free access to much or all of your scholarly work. Record and digitally archive all your scholarly activities. Recognize others' works via links, quotes, and other online tips of the hat. Take advantage of institutional repositories, as well as open-access publishers. The list could go on.

the new authority metrics, instead of relying on scholarly publishers to establish the importance of material for them.

cholarly publishers

They need to play a role in deciding not just what material will be made available online, but also how the public will be allowed to interact with the material. That requires a whole new mind-set.

Many of the values of scholarship are not well served yet by the Web: contemplation, abstract synthesis, construction of argument.

Traditional models of authority will probably hold sway in the scholarly arena for 10 to 15 years, while we work out the ways in which scholarly engagement and significance can be measured in new kinds of participatory spaces.

The challenge for all those sites pertains to abundance:

Authority 3.0 will probably include (the list is long, which itself is a sign of how sophisticated our new authority makers will have to be): Prestige of the publisher (if any). Prestige of peer prereviewers (if any). Prestige of commenters and other participants. Percentage of a document quoted in other documents. Raw links to the document. Valued links, in which the values of the linker and all his or her other links are also considered. Obvious attention: discussions in blogspace, comments in posts, reclarification, and continued discussion. Nature of the language in comments: positive, negative, interconnective, expanded, clarified, reinterpreted. Quality of the context: What else is on the site that holds the document, and what's its authority status? Percentage of phrases that are valued by a disciplinary community. Quality of author's institutional affiliation(s). Significance of author's other work. Amount of author's participation in other valued projects, as commenter, editor, etc. Reference network: the significance rating of all the texts the author has touched, viewed, read. Length of time a document has existed. Inclusion of a document in lists of "best of," in syllabi, indexes, and other human-selected distillations. Types of tags assigned to it, the terms used, the authority of the taggers, the authority of the tagging system.

Most technophile thinkers out there believe that Web 3.0 will be driven by artificial intelligences — automated computer-assisted systems that can make reasonable decisions on their own, to preselect, precluster, and prepare material based on established metrics, while also attending very closely to the user's individual actions, desires, and historic interests, and adapting to them.

What's rapidly happening with these shared tags is academics finding each other in rapid numbers. I have some twenty people in my network, at least half of whom I've never met in real life.

Every morning, I log into my delicious network and read the links that my small army of admired, clever, canny, eccentric brains has put together for me. What's more, I'm developing what I'd consider an actual working relationship with these other scholars. A few of them have added me to their own networks. Day to day, I watch their reactions to Bush, I get a sense of where their research is going, and they get a sense of mine. It's low-level, low-commitment hanging out with high levels of information exchange.

As Hannah Arendt understood, the modern democratic state happened when people in public spaces began interacting, and thus began taking action together. For this reason, she identified the medival carnivals and fair days of Europe as the seat of literature, culture, debate, and politics. The rule goes like this: make a public, get action. Today, Delicious does for the internet what open-air markets did for medieval society. Low key, high-information, continuous-formation community building.

Ms. Chiang and Mr. Delaney were delighted to discover that the quality of the writing for the blog surpassed her students' previous work. Moreover, when Ms. Chiang had them record audio versions of their essays in English and Mandarin using school iPod's, the students' accents were vastly improved.

Still, some educators are not completely sold on the value of interactivity. "If interactivity becomes the fundamental basis of the educational process, how do we judge merit?" asked Robbie McClintock, a learning technologies expert at Teachers College of Columbia University.

The push by some teachers for greater interactivity in the classroom also goes against the current emphasis on testing. Testing requires a known body of material, but interactive learning often involves students' seeking out topics on their own.

It's a conflict that's familiar to Michael Cunningham, a high school speech and debate teacher at Del Valle High School in Del Valle, Tex., outside Austin. Mr. Cunningham runs the Skype Foreign Language Lab, a program that allows students around the world to talk with one another via computers and headsets using the free VoIP phone service Skype. He began the exchange in 2002 with three schools; this fall, the network will have 47 schools in seven countries. The program is interdisciplinary; last year, some Del Valle students were assigned phone pals in France, Italy and Turkey to practice foreign languages, while others participated in mock parliamentary debates.

Purdue's podcasting project arose from a desire to let students study without being tethered to their computers, according to Michael Gay, the university's manager of broadcast networks and services for information technology. "We're trying to give people as many options as possible if they miss a course and need to catch up — or if they just want to review," he says.

Duke University

Drexel University

Purdue University

American University

University of Michigan at Ann Arbor's School of Dentistry

"Everybody knows that when you say something in class, the first time, not everybody is paying attention," Mr. Jackson says. "But if you make your lecture available as a podcast, students can relisten to troublesome passages, and it's easy for them to slow things down."

St. Mary's College, in California

For a graduate-level course in quantitative analysis, Ms. Herkenhoff creates two different series of podcasts, each recontextualizing highlights from her lectures.

"When I talked about this with my colleagues, the first thing they all said was 'well, no one's going to go to class,'" says G. Marc Loudon, a professor of medicinal chemistry at Purdue who has posted lectures for students as both audio and video files. Mr. Loudon offers a fairly unsympathetic rejoinder to those concerns: "If a podcast can capture everything you do in class, you deserve to have nobody coming."

started penalizing students a grade point for every class session they missed.

"Those of you who didn't come to class, but are listening to the podcast, should know that one of the answers to the next test is on the screen," he said. "But I'm not going to tell you what it is."

But most students are savvy enough to realize that coursecasts aren't an alternative to class,

"a great way to complement the presentation slides many professors already offer online."

Richard Smith, a lecturer in instructional technology at the University of Houston-Clear Lake, hosts a weekly podcast on scholarship and education. But he is not convinced that the technology can revitalize pedagogy — because, he says, there is little evidence that recorded lectures will hold students' interest.

"I don't think most professors, no matter how good they are in the classroom, can avoid being boring as hell when they're recorded."

Students reared on iPods and the Internet do not come to class expecting to sit through an hourlong lecture, he says. Instead, they want to gather information on their own terms and spend their class time in discussion, not rapt attention.

"The 'sage on the stage' is dying, if not dead already," Mr. Jackson says. "Faculty members are no longer privileged sources of knowledge, so our job should be to get people to think critically and independently about things."

Coursecasting, he says, can help that process along. In Mr. Jackson's own courses, he has put lectures online as podcasts and asked students to listen to them before they come to class, a technique he refers to as "distance learning with a twist." "Think about how much classroom time you would save if you didn't have to lecture anymore," Mr. Jackson says. "You free up all this interactive personal space between you and your students. It changes the classroom experience."

The "decentered classroom," as Mr. Jackson calls it, can be unsettling for students who are not eager to let the lecture-hall experience bleed into their free time.

Richard Edwards, an assistant professor of communication at St. Mary's College, is building a course around a series of 30-minute podcasts about film-noir classics that he and a colleague had made. Students will listen to the podcasts and then elaborate on Mr. Edwards's talking points in class. "Instead of having to run through all of our thoughts on Double Indemnity," Mr. Edwards says, "we can actually start our discussion in the 31st minute, in media res, without setting up the movie for everyone."

Mr. Edwards has made the podcasts that will anchor his film-noir course available to the public free through a license from Creative Commons, a group dedicated to making scholarly and artistic material widely available online. "I want people to download this stuff so they can feel free to engage with it," he says.

Michigan's dentistry school, for example, keeps its coursecasts locked behind a firewall so that only students can listen.

Administrators received enough complaints that they formed a faculty committee that is now examining BoilerCast's intellectual-property implications. "The fundamental question is who owns a faculty member's lectures," Mr. Loudon says. "If these classes have intellectual value beyond the classroom, who owns that?"

Students began by identifying a personal belief before writing drafts that refined their focus through vividly related examples. Finally, they were invited to submit essays to the NPR website and record them on iPods with a memo recorder attachment for transmission via iTunes U. Though public distribution was not required, this aspect of the assignment provided additional motivation for students carefully to hone their final essays. "I think it's very important to provide students an opportunity to write for a broader audience, instead of simply writing for the teacher," Dickson said. "These kinds of assignments put writing back into the public sphere as an essential skill of the future community leader. iTunes U helps create this broader audience."

This new form of writing assignment involves students in a wider debate of public and private beliefs and encourages them to add their own voices to this dialogue. Much like their NPR counterparts, the essay podcasts emphasize the diversity of viewpoints on campus through the simple power of the human voice. Assignments like these, in providing students a real-world audience, value the experiences and expertise each student brings to the classroom. Whether podcasts are shared with the class, the campus, or the world, students move from simply receiving messages to a higher-level of investment in crafting and refining messages of their own.  

In the converged space where the Internet and telecommunications meet, new possibilities exist for the convergence of in-class and out-of-class activities, curricular and extra-curricular learning. And as we've already seen, new tools enable new approaches, extending the classroom of the 21st century by making new learning opportunities possible.

It's not that post-millenials are ambivalent to news; it's just that they consume it in a new, digital way.

This trend simply opens up opportunities unavailable to print media in the past. Journalists who could publish only once a day now have unlimited publication opportunities and can send stories out by email, text message, and RSS feed.

Journalists who only had text and still pictures available to them in the past now can tell their stories with audio and video.

students are conditioned to consume news, like everything else, in a buffet style, offering them print, still photography, audio and video serves them the way they consume.

We don't know of any universities that are doing it exactly like this."

To take advantage of these changes, the university and the department have raised $1.2 million to fund the construction of a new media center. The "Convergence Newsroom" will house the student reporting staffs of all the respective ACU media: Optimist (a semi-weekly newspaper), The Prickly Pear (the annual yearbook), Paw-TV (bi-weekly television), and ACUOptimist.com (online print, audio and video). Internally, the convergence of staffs into a unified space will allow greater synergy in training and production among the student journalists.

The New Media Newsroom is the first step in preparing future journalists for the newsrooms in which they'll work as they enter into their careers.

"True learning is a deeply emotional process.

Team members would also no longer have to be in the same location to prepare strategy presentations. They could share new ideas or notify one another about important market news immediately with an email, a text message, or a conference call, regardless of their location. During presentations, requests for additional information could be met immediately. Even calls with a company's investor relations office could be set up on the fly.Incorporating the new generation of converged devices into their studies would improve student managers' ability to conduct business. It would also make STAR more valuable to students by allowing them to practice with the type of cutting-edge technology that will be their everyday tools once they move into the war rooms of Wall Street.

Enhancing his interaction with students and their engagement in his courses, educators like Beck want to keep building relationships with students that change thinking - and change lives. They want solutions that "just work" to help them in those efforts. 

Using team-based learning, my classroom takes advantage of moving desks and chairs so that students can engage in problem-solving rather than focusing on me behind a podium. The stadium seating is a challenge, too, because I move among the teams, often sitting to have conversations with them as they work through the course materials." This kind of teaching is difficult to imagine in a fixed-seat space with small fold-away desks.

As the first semester of "American Identity in the Modern Period" neared, conversations about the logistics of team-teaching and the classroom space were replaced with discussions anticipating the integrative learning experience. As McGregor noted, 'What I looked forward to most was being a fellow learner along with my colleagues and students. This course was the first I ever participated in as a faculty member where I wasn't the exclusive 'expert.' I learned much alongside my students from my colleagues' fields of expertise and the connections they brought."

Students from this generation really want to do something bigger than themselves."

While it's nearly impossible to gather all 180 Barret students and faculty mentors together for a traditional meeting, a virtual meeting - where documents, audio, video, and web content are shared - could be more easily managed with this sort of technology.

The project involved 8,200 photographs taken between May and July last year, which were then combined with Google Earth's zoom-in technology.

"With the digital image we’re seeing the body of the paintings with almost scientific detail," Zugaza said. "What we don’t see is the soul. The soul will always only be seen by contemplating the original."

Academics and their institutions have sold out to economic interests in the name of preserving the only system trustworthy enough to produce authoritative information.

I believe it is fair to label as “apartheid” any artificial social construct that privileges an elite minority to the detriment of a majority. The artificial construct doing that in the world of knowledge is the toll-access system of traditional scholarly communication.

Despite all the digitizing and online publishing now extant, despite the proliferation of websites and web users, despite the largely up-to-date technological infrastructure within academia, it is still the case that most of the world’s most important knowledge remains out of reach of most of the world. Keep that simple fact central in your mind as I revisit the mission statements of universities and academic presses that purport to promote scholarship for the general benefit of humankind.

“The mission of a university press,” said Daniel Coit Gilman, President of Johns Hopkins University in 1880, “is to assist the university in fulfilling its noble mission ‘to advance knowledge, and to diffuse it not merely among those who can attend the daily lectures—but far and wide.'" Universities and academic publishers are ostensibly dedicated to the very opposite of keeping people and knowledge apart. And yet, they do.

You really don’t need to go to the developing world to recognize that advanced knowledge is a big club with stiff entrance fees. Even middle class Americans will think twice before throwing down $30 for a scholarly article. How likely will this knowledge ever reach scholars in Mexico or India? And just how broadly can the editors of Subjectivity expect it to reach when subscribing costs $503/year?

Academic authors, editors, publishers, and distributors are simply not in the business of reaching the masses; they are in the business of reaching other specialists.

Academia banks on Intellectual Apartheid; its knowledge economy only rewards specialists publishing to specialists. In such a world, the “influence” of scholarship is not often correlated to real-world effects; it is usually correlated to how well a given work contributes to the specialist knowledge economy. Citation indexes measure reputations among specialists; “impact factor” relates not to real-world impact, but to reputation within the closed system.

one of the great secrets of academic publishing

academia could care less about whether anything its scholars do actually makes a difference in the world, except for the occasional puff piece to show to contributors or alumni. Reaching out to the whole world is the stuff that convocation speeches and university mission statements are made of, but in the day-to-day world of academia, actually reaching the world with one’s refined knowledge is not rewarded. In fact, it is often punished. Generalists, such as those who are using blogging to actually talk to the public about their ideas, are threatened with lack of tenure or advancement if they waste their time in anything but publications oriented towards their disciplinary peers.

A university’s reward system requires its faculty to publish in peer-reviewed journals. Peer-reviewed journals serve the purpose of authenticating knowledge, but at the same time they also wall in that knowledge by making it available only to those willing to pay for it.

There is an assumption that if something is “published” (meaning published in a conventional, peer-reviewed journal), then it is appropriately circulating and available.

It may be “circulating” among subscribers (a few hundred), but it is simultaneously being kept from the online public (a few billion).

Essentially, scholars whose work is measured in terms of how often their articles are cited within peer-reviewed literature demonstrate not so much the actual worth or impact of their ideas as they demonstrate their fidelity to a closed knowledge economy. Impact factor statistics are really loyalty points for the gentlemen's club: if you impressed other members of the club, you get to stay in it. If you try for other audiences--like the one's loftily imagined in university mission statements--you show disloyalty to the club.

scholars underestimate the value and influence of their work, voluntarily giving up what their work might mean and do if circulating among a public that is literally six or seven orders of magnitude larger in size that the subscriber base of the most used journals. And it's a shame that broader, open, multi-disciplinary review is considered inferior to one-time assessment by two or three experts. Can we really be sure that conventional peer-reviewed knowledge is as reliable as it pretends to be when its adherents resist transparency and the checks and balances of exposing this knowledge more broadly?

I call upon you to join me in a full divestment from intellectual apartheid.

Here's how each academic stakeholder can fight Intellectual Apartheid: Scholars: Publish your work in Open Access journals or arrange open access for publications in conventional journals. Use Creative Commons licensing (rather than signing away copyright) in order to preserve access to your own work Deposit your publications in institutional or disciplinary archives to ensure permanent open access and the broadest exposure to search engines. Refuse to peer-review manuscripts or serve in editorial capacities for any journal that does not accommodate open access. Cancel subscriptions to toll-access scholarship Wean yourself from using any research materials that an everyday person from a developing country wouldn't have full access to via the Internet

In training students, patrons, and faculty, teach them more about how and why to use open access resources rather than how to use expensive proprietary databases and services. Work with administrators to educate faculty about the benefits of open access publishing and rights management.

Administrators Create a university-wide mandate (as Harvard has done), requiring faculty to retain copyright of their scholarship and to license the non-exclusive depositing of that scholarship in the institutional archive. Update promotion and tenure policies to favor open access publications and to accommodate evolving scholarly genres (such as data sets, software, and scholarly tools that build the cyberinfrastructure). Require chairs and deans to educate faculty on evolving academic publishing models and to ready their conversion to using and publishing open access scholarship.

“black box theory”

Behaviorism

Cognitivism

Learning is viewed as a process of inputs, managed in short term memory, and coded for long-term recall.

Behaviorism and cognitivism view knowledge as external to the learner and the learning process as the act of internalizing knowledge.

learners are actively attempting to create meaning.

Learning theories are concerned with the actual process of learning, not with the value of what is being learned.

When knowledge is subject to paucity, the process of assessing worthiness is assumed to be intrinsic to learning. When knowledge is abundant, the rapid evaluation of knowledge is important.

Unlike constructivism, which states that learners attempt to foster understanding by meaning making tasks, chaos states that the meaning exists – the learner's challenge is to recognize the patterns which appear to be hidden.

Self-organization on a personal level is a micro-process of the larger self-organizing knowledge constructs created within corporate or institutional environments. The capacity to form connections between sources of information, and thereby create useful information patterns, is required to learn in our knowledge economy.

Connectivism is the integration of principles explored by chaos, network, and complexity and self-organization theories.

Connectivism is driven by the understanding that decisions are based on rapidly altering foundations. New information is continually being acquired. The ability to draw distinctions between important and unimportant information is vital. The ability to recognize when new information alters the landscape based on decisions made yesterday is also critical.

Capacity to know more is more critical than what is currently known

Within social networks, hubs are well-connected people who are able to foster and maintain knowledge flow. Their interdependence results in effective knowledge flow, enabling the personal understanding of the state of activities organizationally.

John Seely Brown presents an interesting notion that the internet leverages the small efforts of many with the large efforts of few.

Media, news, information. This trend is well under way. Mainstream media organizations are being challenged by the open, real-time, two-way information flow of blogging.

When knowledge, however, is needed, but not known, the ability to plug into sources to meet the requirements becomes a vital skill. As knowledge continues to grow and evolve, access to what is needed is more important than what the learner currently possesses.

longtail