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Vanessa Vaile

A special report on managing information: Data, data everywhere | The Economist - 3 views

  • the world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account.
  • also creating a host of new problems
  • the proliferation of data is making them increasingly inaccessible
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  • Scientists and computer engineers have coined a new term for the phenomenon: “big data”.
  • Epistemologically speaking, information is made up of a collection of data and knowledge is made up of different strands of information. But this special report uses “data” and “information” interchangeably because, as it will argue, the two are increasingly difficult to tell apart.
  • business of information management
  • Chief information officers (CIOs)
  • statistician and storyteller/artist
  • many reasons for the information explosion
  • technology
  • digitising lots of information that was previously unavailable
  • access to far more powerful tools
  • many more people who interact with information
  • shift from information scarcity to surfeit has broad effects
  • “Data exhaust”
  • in aggregate the data can also be mined
  • In a world of big data the correlations surface almost by themselves.
  • The way that information is managed touches all areas of life. At the turn of the 20th century new flows of information through channels such as the telegraph and telephone supported mass production. Today the availability of abundant data enables companies to cater to small niche markets anywhere in the world.
Vanessa Vaile

MOOC newbie Voice - Week 2 Big Data… must be important… it's big! » Dave's Ed... - 0 views

  • we are increasingly at the mercy of the data that is out there
  • Week 1 skimming
  • The Telegraph article on the 10 ways data is changing how we live
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  • Notes on some of the other resources
  • This one... a gonzo style interview with a dude who’s been in the industry
  • “more is different” it’s a classic. it says that… uh… more is different. Is short and approachable.
  • http://www.dataists.com/2010/09/the-data-science-venn-diagram/ A beginners guide to figuring out what the charts might mean
  • This week’s presentation – Ryan S.J.d Baker
  • a sense of what they actually do with the testing
  • This week’s activity SNAPP is uh… kind of a snap.
Vanessa Vaile

Perspectives on Tag Clouds for supporting reflection in Self-organised Learning - 1 views

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    paper on tagging, clouds, reflective learning Abstract: Tags are popular for organising information in social software based on the personal views of the participants on the information. Tags provide valuable attention meta-data on a person's interests because the participants actively relate resources to concepts by using tags. This paper analyses three designs for tag-clouds that are integrated in the ReScope framework for reflection support. ReScope provides a widget for visualising personal tag-clouds of the tags that were used with social bookmarking services. The presented designs focus on processing and representing attention meta-data on the levels of recency, of collaboration, and of social connectedness from the perspective of situated learning. The present paper analyses how the designs are related to the underlying presumptions for supporting reflection using the different representations of attention meta-data.
Vanessa Vaile

Reflections on Open Courses: Curation, Ombuds, and Concierges | Learning and Knowledge ... - 0 views

  • Part of the focus in LAK11 is to explore how we can better use data to make sense of complex topics such as:
  • How students interact
  • patterns of activity
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  • How knowledge is “grown” as individuals interact with others
  • How individual learners develop their conceptual understanding of a topic
  • How teams solve complex problems
  • tools and activities that are most effective
  • How individual learners “eliminate” unneeded or irrelevant ideas and concepts
  • explore various methods for analyzing data
  • tools that aid that analysis.
  • limitations of an algorithmically-defined world of education
  • Google’s search algorithm has been ruined
  • Reflections on Open Courses: Curation, Ombuds, and Concierges
  • focus in LAK11 is to explore how we can better use data
  • methods for analyzing data produced by learners and numerous tools that aid that analysis
  • Google’s search algorithm has been ruined argues
  • What’s the solution? Well, a return to curation, of course.
  • What does this have to do with LAK11?
  • over the last five years, social networks and social media have taken over the web
  • Google is driven by the mission to organize the world’s information. Facebook is driven by the mission to “help you connect and share with the people in your life”. The two companies are on a collision course: is the future informationally or socially based? Eventually, social bleeds into informational. And vice versa.
  • We trust people we like, people with whom we feel a connection
  • All social interactions are information. Many information interactions are social.
  • urators – they present their views and spin existing stories within the framework of their beliefs
  • “temporary centres”.
  • problem of how to create temporary centres
  • ome commentary or facilitator posts
  • LAK11, we’ve taken a different approach. We’ve retained similar course design elements to previous open online courses (OOCs – I’m starting to think that M=Massive part of MOOCs is misleading or even off-putting
  • What we gain in our decision to run this course on various sites, using more or less accessible tools, is the demonstration that anyone with an interesting topic/idea and a willingness to experiment can open up a course for a broader audience.
  • What we lose – and I’m still uneasy about this trade off – is the integrated archive of activity in the course.
  • Complexity cannot be understood solely through algorithms
  • Curation is an important component in the process
  • data mining, visualization
  • wayfinding and sensemaking in social systems
  • human aspect of data, sensemaking, curation, and trust
TESOL CALL-IS

Infographics & Data Visualizations - Visual.ly - 1 views

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    "See the best data visualizations on the web all in one place." Mainly infographics--charts and informational maps. Students could upload their own graphs, et al., for comment and feedback, and the site purports to be creating new data visualization tools.
Vanessa Vaile

Professors Find Ways to Keep Heads Above 'Exaflood' of Data - Wired Campus - The Chroni... - 0 views

  • "Managing the Exaflood"
  • researchers presented ideas for getting a handle on all this data -- an exabyte is one billion billion bytes -- and using it productively.
  • visualization is one way to work with them.
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  • Google, a major source of information overload, can also help manage it,
  • These strategies present challenges for accurately tagging data and archiving it, the presenters warned.
  •  
    navigating chaos ~ Chronicle article in Wired Campus
Vanessa Vaile

4 principles of using digital tools in humanities research | nicomachus.net - 1 views

  • what is needed is something more closely approximating fluency in another language: the language of digital environments.
  • ess useful to know one program very well and more useful to achieve a level of comfort navigating digital tools for oneself.
  • 1. Think of your computer less as the place where all your data lives and more as the thing that gives you access to your data.
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  • one program: Evernote
  • Off-site storage is more secure in the long run,
  • you need a backup routine
  • online access to your backed-up files means you have nearly universal access to your work.
  • 2. Let your computer (do some of the) work for you; metadata is your friend.
  • Tag everything.
  • hink of tags less as categories or folders and more as the code words in your own personal index.
  • Documents, images, pdfs, articles, notes can all have as many tags as you want. And items in separate folders can be tagged with the same word or phrase.
  • Use tags to describe an article in a way the author might not.
  • Clip articles to read later using Evernote;
  • install the Evernote clip tools {Chrome and Firefox extensions}
  • Use EndNote or Zotero to quickly grab citation information
  • 3. Learn to search, not just organize.
  • Evernote and Google Docs perform OCR by default
  • , which yields searchable text from what was just an image file. 
  • at some point, you forget what you have written or what notes you have taken
  • Evernote is essentially an easy-to-use personal database,
  • 4. Let these techniques and habits help you find patterns that you would not otherwise see.
Vanessa Vaile

Main Page - Semantic Web Standards - 0 views

  • In addition to the classic “Web of documents” W3C is helping to build a technology stack to support a “Web of data,”
  • The term “Semantic Web” refers to W3C’s vision of the Web of linked data
Vanessa Vaile

All too much | The Economist - 0 views

  • QUANTIFYING the amount of information that exists in the world is hard. What is clear is that there is an awful lot of it, and it is growing at a terrific rate (a compound annual 60%) that is speeding up all the time.
  • data from sensors, computers, research labs, cameras, phones and the like surpassed the capacity of storage technologies in 2007. Experiments at the Large Hadron Collider at CERN, Europe’s particle-physics laboratory near Geneva, generate 40 terabytes every second—orders of magnitude more than can be stored or analysed.
  • scientists collect what they can and let the rest dissipate into the ether.
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  • What about the information that is actually consumed?
  • households were bombarded with 3.6 zettabytes of information (or 34 gigabytes per person per day)
  • In terms of bytes, written words are insignificant
  • half of all bytes are received interactively
  • “information created by machines and used by other machines will probably grow faster than anything else,”
  • ‘database to database’ information
  • “It is a very sad thing that nowadays there is so little useless information,” quipped Oscar Wilde in 1894.
  • Only 5% of the information that is created is “structured”, meaning it comes in a standard format of words or numbers that can be read by computers.
  • changing as content on the web is increasingly “tagged”, and facial-recognition and voice-recognition software can identify people and words in digital files.
Vanessa Vaile

The Ning Thing.docx - 0 views

  • good source for information on Ning: http://en.wikipedia.org/wiki/Ning_(website)
  • Ning was a free-form platform for the development and hosting of open-source social applications
  • Ning pricing structure is three-tiered, as explained here: http://blog.ning.com/2010/05/introducing-ning-pro-ning-plus-and-ning-mini.html
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  • ompelling affordances for group collaboration
  • Participants can sign up or sign in and set up profiles for any particular Ning, parts of which carry over to other Nings, achieving familiarity with minimal repetition of data entry
  • crucial components of many educators’ PLNs
  • Nings have c
  • Webheads in Action used to enroll participants in its free bi-annual WiAOC international online conferences in a Moodle, but for the last one, moved the community over to a Ning (http://webheadsinaction.ning.com/). This Ning now has over 350 members.
  • Because Nings were free and robust for collaboration, they were an ideal tool for educators seeking to jump-start communities on little or no funding.
  • Alec Couros sees this kind of thing happening more and more in the crystal ball future and suggests that schools and educators would be better off investing in self-hosting using FOSS, free and open source software (Couros, 2010).
  • general consternation
  • a number of issues
  • One is for how long Internet users can expect free services
  • other side of the coin is the nature of teaching, where hard-pressed teachers with little time and less budget tend to cobble together whatever resources they can muster
  • Monetization is rarely a consideration for teachers and educational technology specialists
  • , whose main aim is to find platforms that will support learning through sharing.
  • The immediate concern following an announcement such at the one issued by Ning April 16 is simply preservation of content stored at the free site
  • sponsorship is available only for “Ning Networks focused on North American K-12 and Higher-Ed ... including Ning Networks that facilitate learning in a classroom, best practices, educator-to-educator collaboration, or parental support,”
  • Pearson, who have offered to sponsor Nings for educators at the Mini level, the lowest level of Ning
  • almost all continents on the planet are excluded from the deal
  • Kevin Hodgson has been writing some interesting posts about the Ning thing.
  • the only reliable alternative to Ning is to host your community yourself, or at a trusted institution
  • http://tinyurl.com/alternatives2ning).  This document remains the most comprehensive source of advice on what to do about replacing Ning that exists anywhere on the Internet
  • Alec Couros (2010) decided to crowdsource some answers
  • back up your Ning
  • there are a number of sites offering Ning-like look and feel which will (attempt to) import your content, or some of your content, from Ning
  • Grou.ps
  • Grouply
  • designed to work as a social-network portal for Yahoo and Google Groups.
  • see: http://webheads.grouply.com/
  • A tool that works well for capturing blog content is Posterous
  • Spruz
  • Wackwall
  • Good and Bazzano (2010) have a good rundown of many of the options listed here
  • another free site that lets you set up a Portal with features similar to those of Ning.
  • another social networking portal which will do much the same thing
  • Other sites encourage you to restart your community afresh
  • Stevens, V. (2010). The Ning thing. TESL-EJ, Volume 14, Number 1. Retrieved on today’s date from http://www.tesl-ej.org/wordpress/issues/volume14/ej53/ej53int/.
  • Posterous Targets Ning
  • Siemens, G. (2004). Connectivism: A Learning theory for the digital age. Elearnspace. Retrieved June 27, 2010 from http://www.elearnspace.org/Articles/connectivism.htm.
  • Good, R. and Bazzano, D. (2010). Ning Alternatives: Guide To The Best Social Networking Platforms And Online Group Services. MasterNewMedia May 3rd, 2010. Retrieved June 27, 2010 from http://www.masternewmedia.org/ning-alternatives-guide-to-the-best-social-networking-platforms-and-online-group-services/.
  • If you wish to write anonymously on a Ning thing document, you can do so at Alec Couros’s crowdsourced Google Doc here: http://tinyurl.com/alternatives2ning
  • Multiliteracies
Vanessa Vaile

Diigogo Blog Integration - Send to Blog Basics - 1 views

  • Browsing the web frequently inspires people to write something to their blogs, either simply to quote, or to quote and comment. This process is now made extremely smooth and effortless with Diigo's annotation features and "Send to Blog" -- another unique blog-integration feature exclusive to Diigo!
  • simply highlight and add sticky notes
  • incorporate your highlights and notes to your blog with the "Send to Blog" feature.
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  • pre-populated with your highlights (including pictures, tables of data, etc.), any associated sticky notes, public page comments, and a link to the web page
  • With our rich text editor, edit based on what you "Send to Blog" with, preview, then publish to your blog
  • go to "Send to Blog" in "My Tools" section, click "Add a blog", then enter the full URL of your blog
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    convert highlighted text, other web page content + link into blog posts
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    Very useful app. Thanks, Vanesa!
Vanessa Vaile

The eXtended Web and the Personal Learning Environment « Plearn Blog - 0 views

  • developments in their relation to Personal Learning Environments as several people over the past months have asked me why I think there is a need to develop a Personal Learning Environment at all.
  • Applications and aggregators of information are freely available and people can take their pick of their preferred ones and create their own network
  • easy it is for conglomerates to take over the development of tools and applications
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  • three issues that I find important in this respect.
  • 1. Intelligent data connections are one exciting option for PLE development and networked learning,
  • Recommender systems of information, resources, critical friends and experts could form part of the access options
  • the challenges of an open online networked environment for learning.
  • The reality, however, is different and research is available to show that not all adult learners are able to critically assess what they find online and might prefer to receive guidance
  • difficult it is for anybody to reach and access a deep level of information by using search engines
  • need for critical literacies while learning informally on networks
  • Learning in my view is not synonymous with accessing information, and requires a level of reflection, analysis, perhaps also of problem solving, creativity and interaction
  • 3. Access to technology
  • trends in access and digital divides
  • reasons for their non-participation. Some are related to age and socio-economic group, but some are also related to relevance, confidence and skills set.
  • people least likely to use the Internet are also the least likely to participate in adult education.
  • could PLEs that would provide help with Internet use and might be used on mobile devices be the answer to making the Internet relevant
  • What components would be needed?
  • 1. A personal profiler that would collect and store personal information.
  • 2. An information and resource aggregator to collect information and resources.
  • 3. Editors and publishers enabling people to produce and publish artifacts to aid the learning and interest of others
  • 4. Helper applications that would provide the pedagogical backbone of the PLE and make connections with other internet services to help the learner make sense of information, applications and resources.
  • 5. Services of the learners choice.
  • 6. Recommenders of information and resources.
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    although not specifically stated, this is also about gate keeping and controlling / monitoring information flow
Vanessa Vaile

Education and the social Web: Connective learning and the commercial imperative - 0 views

  • I argue that commercial social networks are much less about circulating knowledge than they are about connecting users (“eyeballs”) with advertisers
  • not the autonomous individual learner, but collective corporate interests that occupy the centre of these network
  • business model restricts their information design in ways that detract from learner control and educational use
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  • Just as commercialism has rendered television beyond the reach of education, commercial pressures threaten to seriously limit the potential of the social Web for education and learning.
  • Web 2.0 and online social networking have been the subject of sustained and lively interest among practitioners and promoters of educational technology
  • what is seen as the radical potential of these services
  • Social networking is so central to these new versions of education that a new “connectivist” theory of learning has come to be closely associated with them
  • a theory in which “knowing” itself is seen to be “defined by connections” making “learning primarily a network forming process”
  • described in terms of the liberation of learners from traditional constraints, as allowing them go beyond the classroom, to network “with peers worldwide,” and ultimately, to “take control of their own learning”
  • These visions are above all associated with the “personal learning environment
  • The personal learning environment is envisioned as a set of applications and services — to a large extent, logos and brands — organized around a single user, according to his or her learning and informational preferences and needs.
  • Through these services, the user is to be connected with teachers, mentors and other learners
  • some advocates of these approaches to learning have been raising concerns about the commercial nature of many of these services.
  • “You are not Facebook’s customer. You are the product that they sell to their real customers — advertisers. Forget this at your peril”
  • “This simple reality underlies almost all considerations having to do with these tools,
  • To use these tools is to reinforce, however indirectly, the ‘advertised life,’
  • The question is whether there is a role for higher education to promote ‘safe spaces’ free of this influence.”
  • the business model of commercial social networks is based on advertising, assisted by the data collection, as well as powerful tracking and analysis capabilities.
  • powerful surveillance functions
  • theories of media ideology and hegemony developed some time ago by Raymond Williams and Todd Gitlin
  • constraints presented by commercialized forms and contents rendered educational television a failure decades ago
  • similar structural issues threaten to sharply limit the potential of much newer social media for education and learning
  • Facebook, Google and other Web 2.0 and social networking services are making enormous sums right now from the users and advertisers they attract, and they are in aggressive competition to do this more efficiently
  • The absence of references to advertising (and also to tracking and analysis) in many discussions of the personal learning environments is surprising given the proliferation of logos and brands of commercial services
  • Because advertising is the raison d’être of services like Google and Facebook, it also provides the basis for the design, organization and maintenance of all of these other services and functions.
  • This way of understanding advertising and Web 2.0 draws on critiques of television (and the role of advertising in it) that were articulated decades ago.
  • the goal of these media organizations, he says, is to sell a product, and the product that “the networks sell is the attention of audiences; their primary market is the advertisers themselves”
  • One thing that is different today is that there is no one monolithic audience that forms a generic product to sell to advertisers.
  • An obvious objection to be raised at this point is that Facebook or Google, unlike television, do not have significant control over the content that is used to assemble audiences for advertisers
  • users have a clear choice regarding the kinds of content that they wish to view and disseminate
  • complex and subtle but very effective ways in which advertisers’ interests shape online social contexts.
  • Raymond Williams’ 1974 critique, Television: Technology and cultural form.
  • Williams’ text requires only minor revision to speak to the situation of commercial Web services today:
  • whether there is a role for higher education to promote ‘safe spaces’ free of this influence.”
  • Williams is making the point that the relationship between content and advertising is subtle and insidious, and that it is slightly different in the case of content “made for TV” than for its non–commercial counterpart.
  • “a dominant cultural form;”
  • what is important for the similarly non–commercial content of the social Web is informational design, architecture, and algorithm.
  • operation in otherwise non–commercial programming is registered in terms of sequence, rhythm and flow
  • Users of Facebook are sure to have been struck by the numerous and varied ways in which it cultivates gregarity and interaction, the way in which it relentlessly structures and supports sociality and connection
  • It is common to observe that the term “friend” itself is emptied of meaning by this incessant use and quantification;
  • Facebook exemplifies a way of generating and circulating information that encourages the expansion of interconnections between users
  • The controversy arises from the possible addition of a corresponding “Dislike” button.
  • lowers the psychological barrier to connecting with commercial entities
  • Gregarious behaviour is rewarded on Facebook
  • approval of a resource will draw ever more attention to it.
  • To provide the option of expressing dislike for a brand like Coca–Cola or to disapprove of a newspaper report or an article like this one is contrary to Facebook’s business interests
  • The dynamics here are rather reminiscent of what television of a bygone era had to offer: In both cases, you can either watch (i.e., “Like”) the products and lifestyles being showcased, or simply walk away.
  • “Like buttons” similar to many other connective features of social networks, “are about connection; Dislike buttons are about division.”
  • Similarly, other services will also systematically exclude possibilities for the expression of dissent and difference.
  • Despite the current prominence of social–psychological and connectivist theories, it is easy to make the case that learning is just as much about division as it is about connection.
  • In fact, the consistent pattern of suppressing division, negativity and interpersonal dissent that is central to the business model of social networking services runs counter to some of the most common models and recommendations for online student interaction and engagement.
  • Opportunities for social selectivity, discretion, privacy and detachment are an important precondition for the acts of disclosure and mutual critique, falsification and validation central to these models
  • selectivity and discretion — the “safe spaces” hoped for by Lamb and Groom — are rendered structurally impossible in convivial, commercially–contoured environments
  • Knowledge is not exclusively embodied in ever growing networks of connection and affiliation, and it does not just occur through building and traversing these proliferating nodes and links
  • Education is clearly a social process, but it is probably much closer to an ongoing discussion or debate than an extended feast or celebration with an ever-expanding network of friends.
  • advertising, tracking and analysis functions of commercial social media present, as Raymond Williams says, “a formula of communication, an intrinsic setting of priorities”
  • It only remains to be seen whether this dynamic renders commercial social networking services as fully unsupportive of educational ends as commercial television has long been.
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    In recent years, new socially‏oriented Web technologies have been portrayed as placing the learner at the centre of networks of knowledge and expertise, potentially leading to new forms of learning and education. In this paper, I argue that commercial social networks are much less about circulating knowledge than they are about connecting users ("eyeballs") with advertisers; it is not the autonomous individual learner, but collective corporate interests that occupy the centre of these networks. Looking first at Facebook, Twitter, Digg and similar services, I argue their business model restricts their information design in ways that detract from learner control and educational use. I also argue more generally that the predominant "culture" and corresponding types of content on services like those provided Google similarly privileges advertising interests at the expense of users. Just as commercialism has rendered television beyond the reach of education, commercial pressures threaten to seriously limit the potential of the social Web for education and learning.
Vanessa Vaile

The power of 'random': 'Seemingly loopy' technique could dramatically improve communica... - 0 views

  • network coding.
  • Most networks right now are built roughly along the same principles as a transportation network, or any other network that’s trying to deliver tangible goods,
  • With network coding, however, a router doesn’t just hand off the packets it receives; it mathematically combines them into new, hybrid packets. If the combination is done cleverly enough, this makes the whole network more efficient.
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  • But if, instead of forwarding our messages, the router combines them and broadcasts the combination, there are only three total transmissions. Since you have a copy of the message you sent me, you can subtract it from the combination, and I can do the same with the message I sent you. If our laptops and the router do a little extra processing, they reduce the system’s bandwidth consumption by 25 percent.
  • proved a counterintuitive result: in many cases, the best way to combine data at a router is to do it randomly.
  • Random coding yields the biggest gains in networks where connections are spotty, but where there are several possible routes between sender and receiver.
Vanessa Vaile

How do you manage your information? - 0 views

  • Managing resources is one of the most important skills for students (people!) to master. I started blogging in 2000 and have spent a significant amount of time trying to devise an information management system that I can use to make sense of a topic or discipline. I've attached an image below that highlights the process and tools that I use.
  • This system has a few weaknesses
  • 1. It fails to account for trend development and dissipation
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  • 2. Too many aspects of my sensemaking system are manua
  • Information is not something that has value in itself. We use it to do something
  • What tools do you use? Eric von Stackelberg Profile Edit profile icon Following Followers Market Posts Poll Pages Blog Files Photo Albums I have moved to fewer tools with the intention of increasing the depth of data held in those tools while reducing duplication.
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    The Landing: George Siemens's blog:
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