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"Virtually everywhere one looks we are in the midst of a transition for how we organize and manage information, indeed even relationships. Social networks and online communities are changing how we live and interact. NoSQL and graph databases - married to their near cousin Big Data - are changing how we organize and store information and data. Semantic technologies, backed by their ontologies and RDF data model, are showing the way for how we can connect and interoperate disparate information in ways only dreamed about a decade ago. And all of this, of course, is being built upon the infrastructure of the Internet and the Web, a global, distributed network of devices and information that is undoubtedly one of the most important technological developments in human history. There is a shared structure across all of these developments - the graph. Graphs are proving to be the new universal paradigm for how we organize and manage information. Graphs have an inherently expandable nature, and one which can also capture any existing structure. So, as we see all of the networks, connections, relationships and links - both physical and informational - grow around us, it is useful to step back a bit and contemplate the universal graph structure at the core of these developments. Understanding that we now live in the Age of the Graph means we can begin studying and using the concept of the graph itself to better analyze and manage our interconnected world. Whether we are trying to understand the physical networks of supply chains and infrastructure or the information relationships within ontologies or knowledge graphs, the various concepts underlying graphs and graph theory, themselves expressed through a rich vocabulary of terms, provide the keys for unlocking still further treasures hidden in the structure of graphs."

In 2008, the number of devices that connected to the Internet exceeded the number of people. That number continues to rise, thanks to a growing number of connected devices and gizmos, ranging from televisions to soda machines. Folks at Cisco have put together this infographic to showcase the growth of the Internet of things.

Education Secretary Arne Duncan declared August Connected Educator Month. For those educators who are interested in using game-based learning might like to join a community and connect with others already are endeavoring in the journey. Especially in the same subject, the exchange of experience will be very valuable for specific targets. This post is focused on online communities(part of the information is from ConnectedEducators.org)

In the knowledge economy, content is no longer sufficient - everyone has access to a multitude of content. You cannot compete on what everyone knows. As you move up the hierarchy, it becomes more difficult to compete on individual competency - everyone is highly skilled and experienced at the top. It is hard to compete when everyone is so similar. The new advantage is context - how internal and external content is interpreted, combined, made sense of, and converted to new products and services. Creating competitive context requires social capital - the ability to find, utilize and combine the skills, knowledge and experience of others, inside and outside of the organization. Social capital is derived from employees' professional and business networks. The new competitive landscape requires focusing on between-employee factors, the connections that combine to create new processes, products and services. Social capital encompasses communities of practice, knowledge exchanges, information flows, interest groups, social networks and other emergent connections between employees, suppliers, regulators, partners and customers.

There is a growing demand for the ability to connect to others. It is with each other that we can make sense, and this is social. Organizations, in order to function, need to encourage social exchanges and social learning due to faster rates of business and technological changes. Social experience is adaptive by nature and a social learning mindset enables better feedback on environmental changes back to the organization.

You know how our social graphs are creeping into every aspect of our web lives, from search results to coupons? Well, get ready for something a lot more personal, a lot more targeted and, perhaps, a lot more creepy. Much as social graphs are maps of our social media connections that follow us across the web, interest graphs are maps of our interests. Some companies want them to follow us across the web, too, meaning that wherever we go, there we are. There'll be no more need to search through news sites for the stories we want, or shopping sites for the products we want, because the site will know as soon as we hit its system who we are and what we like. Whether you're fascinated or appalled by the idea of interest graphs, here's a taste of how they might work.

"In this new age of networked intelligence, collaborative communities are enhancing and even bypassing crumbling institutions. We are innovating the way our financial institutions and governments operate; how we educate our children; how the healthcare, newspaper, and energy industries serve their customers; how we care for our neighbourhoods; and even how we solve global problems. "

"The force driving the most radical change in organizations today is knowledge gained and shared through social media, the great amplifier of our time. Businesses can't hide from the expectations of customers and employees (the iPhone 5). Governments can't hide from the expectations of citizens (the Arab Spring). And trainers can't hide from the expectations of learners. A counterpart to information exchange through social media is the ability to collect and analyze enormous amounts of data about customers, partners, markets, and other quantifiables. Big Data, as it is called, allows companies to respond rapidly and with relevance to their constituents, and leaves them few excuses when they don't."

"Collective intelligence is a growing trend that seeks to exploit the computational power of millions of users You have probably done it but maybe you didn't realise. Or maybe you did it on purpose, but it was a game. What is it? Collective intelligence, or "human computation", is a growing trend that looks to harness the wisdom of the crowd to solve problems. Today, enormous computational power is distributed among millions of users, and the internet offers a means to connect it, explains Prof Barry Smyth, professor of computer science at University College Dublin."

"Critical thinking is a skill that we can teach to our students through exercise and practice. It is particularly a skill that contains a plethora of other skills inside it. Critical thinking in its basic definition refers"  to a diverse range of intellectual skills and activities concerned with evaluating information as well as evaluating our thought in a disciplined way ". All of our students think in a way or another but the question  is , do they really think critically ? are they able to evaluate the information they come across ? are they capable of going beyond the surface thinking layer ? Can they make connections between what they learn and the outer world? Can they question the status quo of their knowledge ?"

"There are many explanations for today's uncertain economy. But Nobel economist Joseph Stiglitz of Columbia University has advanced an analysis that's starting to resonate. In a recent article, Stiglitz says that our problem is "rooted in the kinds of jobs we have, the kind we need, and the kind we're losing, and rooted as well in the kind of workers we want, and the kind we don't know what to do with." To advance our economy, Stiglitz believes that wrenching, fundamental change is required - no less dramatic than the shifts experienced by an earlier generation during the Great Depression. While Stiglitz and I work in different worlds, I see evidence in all types of organizations that we need to better prepare, train, and inspire successful self-directed learners to meet today's challenges. As I see it, there are two big questions to consider. First, what are the critical 21st century skills that the workforce of tomorrow needs to develop and master today? Secondly, how can we improve our learning methods to enable the self-directed learner to thrive in this new environment?"

Brand stories are no longer limited to blobs of text on "About Us" pages. Social media has given brands a platform to relay their story in multiple ways and to various audiences. At a recent South By Southwest Interactive Festival Panel, Becky Johns, CC Chapman, Charlie Wollborg and Karl Gude, spoke to educate the audience on how to build a visual storyboard that benefits their brands; in essence, how to not just tell a story, but how to tell a good story. Here are several tips to communicate your story and connect with your audience using photos, videos and design.

There's no doubting the cloud invasion. But the research firm Gartner believes the personal cloud will replace the PC as the center of our digital lives sooner than you might think: 2014. "Major trends in client computing have shifted the market away from a focus on personal computers to a broader device perspective that includes smartphones, tablets and other consumer devices," Steve Kleynhans, research vice president at Gartner, said in a statement on Monday. "Emerging cloud services will become the glue that connects the web of devices that users choose to access during the different aspects of their daily life."

Since the dawn of companies like Twitter, one question has baffled marketers: How do we demonstrate ROI in our social media strategy? For example, we know that Facebook "likes" don't equal sales. So what's the alternative? Enter the interest graph, which offers a new way to develop connections based on what people like, not who they know. The interest graph also gives marketers the chance to demonstrably generate revenue. Here's how other companies are experimenting in this space and the results.

"What does it mean to socialize the enterprise? Often, the primary focus of this term is the outward-facing social media strategy of the company and/or the social collaboration infrastructure it uses. But in reality, these two aspects are just the tip of the iceberg. A socialized enterprise incorporates the entire stakeholder landscape and platforms for bridging these connections: the consumer-facing social media strategy of the company, collaboration within the organization and the way the company interacts with clients and, no less important, its external partners."

Knowledge in a networked society is different from what many of us grew up with in the pre-Internet days. While books and journal articles are useful in codifying what we have learnt, knowledge is becoming a negotiated  agreement amongst connected people. It's also better shared than kept to ourselves, where it may wither and die. Like electricity, knowledge is both particles and current, or stock and flow.

We live in a connected society, where devices and data are being pulled together to profoundly change business, our personal lives, society and even nations. In this introduction to this PublicTechnology.net Agenda, I want to try to outline, in non-technical terms, some of the benefits to the sector (and ultimately the taxpayer) of extracting and linking data.

If you've used the mobile social network Path recently, it's likely that you enjoyed the experience. Path has a sophisticated design, yet it's easy to use. It sports an attractive red color scheme and the navigation is smooth as silk. It's a social app and finding friends is easy thanks to Path's suggestions and its connection to Facebook. In short, Path has a great user experience. That isn't the deciding factor on whether a tech product takes off. Ultimately it comes down to how many people use it and that's particularly important for a social app like Path. Indeed it's where Path may yet fail, but the point is they have given themselves a chance by creating a great user experience. In this post, we outline 5 signs that the tech product or app you're using has a great UX - and therefore has a shot at being the Next Big Thing.

We live in a world of ever more change and choice, a world where we have far more opportunity than ever to achieve our potential. That kind of world is enormously exciting, and full of options. But it is also highly disorienting, threatening to overwhelm us with sensory and mental overload.  In that kind of world, the ability to provide persistent context becomes paradoxically ever more valuable. Persistent context helps to orient us and connect us in ways that can accelerate our efforts to achieve our potential.

Anyone who has seen a slide presentation on Semantic Web, Linked Data, or related technologies, has most likely seen the Linking Open Data (LOD) Cloud diagram. Since its debut in 2007, the diagram has grown to its current size which includes 295 datasets in the form of a connected cloud. The data sets in the LOD cloud consist of over 31 billion RDF triples and are interlinked by around 504 million RDF links.