PKMastery

Personal knowledge mastery

Knowledge sharing, one at a time

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“Every amateur epistemologist knows that knowledge cannot be managed. Education has always assumed that knowledge can be transferred and that we can carefully control the process through education. That is a grand illusion.” David Jonassen

While knowledge cannot be managed [at an organizational level*], we can work at managing our own knowledge. That’s what PKM is all about. Individually we can manage information flows, make sense of them and share with others, especially people with similar interests or common goals. Enterprise “knowledge management” initiatives have not been proven to work very well and may even be irredeemably corrupted. Dave Pollard’s experience with knowledge management shows how important it is to personalize our sense-making and how futile standardized methods and practices can be:

So my conclusion this time around was that the centralized stuff we spent so much time and money maintaining was simply not very useful to most practitioners. The practitioners I talked to about PPI [Personal Productivity Improvement] said they would love to participate in PPI coaching, provided it was focused on the content on their own desktops and hard drives, and not the stuff in the central repositories.

Luis Suarez prefers the term knowledge sharing to knowledge management. If this helps us move away from central digital information repositories (Knowledge Management, Document Management, Learning Content Management Systems, Content Management Systems, etc.) then I’m all for it.  I’m not advocating tearing down any existing IT infrastructure (yet); but we need to enable a parallel system that can handle the distributed nature of work in addressing complex problems, namely weaker central control and better distributed communications and decision-making.

The best first step in getting work done is to help each worker develop a PKM process, with an emphasis on personal. As each person seeks information, makes sense of it through reflection and articulation, and then shares it through conversation, a distributed knowledge base is created. It’s messier and looser than traditional KM, but it’s also more robust. This is what many of us already do. If you take all the published resources of my colleagues at the Internet Time Alliance you will see a loosely connected knowledge base of thousands of assets. They can be found, sometimes by searching and frequently by asking the person who created them. We each use different systems and connect with the open protocols of the web, like RSS, hyperlinks, OPML, etc.

The way to implement organizational knowledge sharing is already visible on the edges of the workplace. Many bloggers are doing it and have been for years. All it takes is getting everyone to do some form of PKM, on their own terms. Once most everyone is seeking, sensing and especially sharing, it’s a relatively easy task to start harvesting and analyzing our collective knowledge. For instance, take what Tony Karrer has done with eLearningLearning and expand this to include social bookmarks and synthesized micro-sharing, like my weekly Friday’s Finds on Twitter.

The real value of PKM is when enough people in an organization do it and create a critical mass of diverse conversations. PKM is our part of a social learning contract that makes us better off individually and collectively. For workers to be engaged over the long term, PKM must remain personal, and the organization must use a gentle hand at all times.

Using open Web systems ensures that not only will the organization get access to valuable information flows, but workers will be able take their piece of it if they leave. A little give and take will go a long way. Allowing the tools to be portable will ensure commitment and engagement without any coercive action on the part of the organization.

The collective sharing of PKM in the enterprise has the potential to create a dynamic knowledge base for idea management that can drive innovation.

* added to give clarification, in case of any confusion

PKM: Working Smarter

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In PKM in a Nutshell, I linked my various posts on personal knowledge management to make the framework more coherent. My ITA colleague, Jane Hart has just released an extensive resource that correlates nicely with the PKM framework. It is called A WORKING SMARTER RESOURCE: A Practical Guide to using Social Media in Your Job and includes seven sections (my annotations on how they connect to PKM):

1. Finding things out on the Web (SEEK)
2. Keeping up to date with new Web content (SEEK)
3. Building a trusted network of colleagues (SEEK & SHARE)
4. Communicating with your colleagues (SHARE)
5. Sharing resources, ideas and experiences with your colleagues (SHARE)
6. Collaborating with your colleagues (SHARE & USE)
7. Improving your personal productivity (SENSE & USE)

Here’s the a description and rationale for adopting PKM, individually and within organizations:

  • PKM is a way to deal with ever-increasing amounts of digital information.
  • It requires an open attitude toward learning and finding new things (I Seek).
  • PKM methods can help to develop processes of filing, classifying and annotating for later retrieval.
  • PKM leverages  open web-based systems that facilitate sharing.
  • A PKM mindset aids in observing, thinking and using information & knowledge better (I Sense).
  • Transparent PKM helps to share ideas with others (We Share).
  • After a while, you begin to realize you’re in a community of practice when your practice changes (We Use).
  • PKM prepares the mind to be open to new ideas (enhanced serendipity, or chance favours the prepared mind).

Leading through turbulent times with PKM

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In what BP’s oil spill says about management today [dead link] the author talks about the need to deal with increasing complexity, concluding:

Navigating a business successfully through turbulent times requires the ability to deal with ambiguity, be resilient in the face of adversity, be authentic and have the innovative capacity to anticipate and respond to the unpredictable environment. Consequently, leading through permanent whitewater requires an ability to sense, make sense, decide and act quickly. It requires a sharp mind, humility and an openness to new experiences.

It’s what I call life in perpetual Beta and one way to deal with it is by developing a personal knowledge management process. Seek, Sense & Share in order to handle the complexity of the networked age. This isn’t a “nice-to-have”, optional approach to organizational learning. It’s a necessity. BP sure could use PKM at all levels.

Sense-making glossary

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PARC offers a glossary of quite useful sense-making terms. Sense-making is what the second part of the Seek-Sense-Share PKM model is about.

Sense-making – The process by which individuals (or organizations) create an understanding so that they can act in a principled and informed manner …

Source-linked sensemaking – In conventional media, a document about a topic may cite a list of references. In source-linked sense-making, the report is an active document with active links for retrieving the sources used …

Examples of sensemaking operations are abstracting, annotating, assumption linking, classifying, clustering, comparing elements or schemas, concept splitting, making a cross product, detailing, document mining, emitting, extracting, format stripping, foraging,  fusing,  goal shifting, instantiating schemas, linking, matching,  negotiating meaning, perceiving order, re-encoding, refining, retrieving, segmenting, shifting representations, source linking, summarizing, stemming, structuring, transforming, and zoning.

Resumable sensemaking is the sensemaking analog of life-long learning, that is, it embodies the idea that (at least potentially) the process of making sense is never done.

Many of the definitions are framed around report writing but these can easily be expanded into the broader areas of personal knowledge management or personal learning environments.

All models are flawed but some are useful

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Silvia Andreoli has added to my last post on PKM and created this graphic to show the individual as well as the social aspects of personal knowledge management. I like its simplicity and the way it shows the flows. My only minor issue is that I would replace “knowledge” with “personalized information”. Knowledge is an emergent property of the entire system, in my opinion.

Silvia’s graphic has some similarities with one of my earlier representations, which included four internal processes and three external ones:

I found over time that even this representation was too complicated to get the idea across quickly and people did not remember it, so I developed the more simplistic Seek-Sense-Share graphic. For people steeped in knowledge management or learning models, a more complicated representation is likely better, but as an introduction, I will keep to the simpler representations. Silvia’s graphic makes an excellent addition to these models.

Critical thinking in the organization

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Even the mainstream training field is realizing that reduced layers of bureaucracy mean decision-making gets pushed down the organization chart. This is the message of the AMA in the promotional video – Critical Thinking: Not just a C-suite skill.  However, wirearchy takes this one important step further by advocating a two-way flow of power and authority. In both cases, the need for critical thinking is evident. Here is Edward Glaser’s definition:

“Critical thinking calls for a persistent effort to examine any belief or supposed form of knowledge in the light of the evidence that supports it and the further conclusions to which it tends. It also generally requires ability to recognize problems, to find workable means for meeting those problems, to gather and marshal pertinent information, to recognize unstated assumptions and values, to comprehend and use language with accuracy, clarity, and discrimination, to interpret data, to appraise evidence and evaluate arguments, to recognize the existence (or non-existence) of logical relationships between propositions, to draw warranted conclusions and generalizations, to put to test the conclusions and generalizations at which one arrives, to reconstruct one’s patterns of beliefs on the basis of wider experience, and to render accurate judgments about specific things and qualities in everyday life.”

A personal knowledge mastery process can help to develop critical thinking skills, where sense-making includes observing, studying, challenging (especially one’s assumptions), and evaluating. Developing these skills takes practice, appropriate feedback and an environment that supports critical thinking.

seek sesne share critical thinking

Several web tools can be used to develop critical thinking skills; the foundation of PKM:

critical thinking tools

Flattening the organization is one way to open communications and delegate responsibility but asking employees to engage in real critical thinking, and accepting the resulting actions, will not work unless there is a two-way flow of power and authority. Critical thinking is not just thinking more deeply but also asking difficult and discomfiting questions. Without power and authority, these become meaningless.

So yes, critical thinking is not just for the C-suite, but unleashing it requires a new framework for getting work done. Wirearchy as the organizational framework, coupled with active personal knowledge management processes, is a step in that direction.

PKM in a nutshell

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Personal Knowledge Management:

  • A way to deal with ever-increasing digital information.
  • Requires an open attitude to learning and finding new things (I Seek).
  • Develops processes of filing, classifying and annotating for later retrieval.
  • Uses open systems that enable sharing.
  • Aids in observing, thinking and using information & knowledge (I Sense).
  • Helps to share ideas with others (We Share).
  • “You know you’re in a community of practice when your practice changes” (We Use).
  • PKM prepares the mind to be open to new ideas (enhanced serendipity).

PKM is related to Personal Learning Environments and Personal Learning Networks. They are different ways of addressing similar issues:

How do I keep track of all of this information?

How do I make sense of changing conditions and new knowledge?

How can I develop and improve critical thinking skills?

How can we cooperate?

How can I collaborate better?

How can I engage in problem-solving activities at the edge of my expertise?

Update: More recent posts: My Personal Learning Journey & Network Learning: Working Smarter (2010)

personal knowledge management & wisdom

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PKM consists of practical methods for making sense of the increasing digital information flows around us. There is no procedural method to go from data to wisdom. On this Stephen Downes and I agree, though he thinks I adhere to the DIKW model.

That said, while this is a much better model than this, I think it stays true to the original ‘filtering’ vision, where you go from data to wisdom through successive filtering processes. And while there are different ways to think of knowledge — processed, procedural, propositional — this model I think adheres to a more basic view.

Here are some images from a presentation on PKM I will be giving at our local university tomorrow and including in a workshop next week. Data does not create information, information does not create knowledge, and knowledge does not create wisdom. People use their knowledge to make sense of data and information. People create information that represents their knowledge, which can then be more widely shared.

DIKW

DIKW

Data + Knowledge = Information

Data Knowledge Information

Seek, Sense, Share: Find

Seek Sense Share FindPKM is an approach for dealing with information by making our thoughts more explicit through filing, classifying, commenting, writing, presenting, conversing, mashing, etc. PKM itself will not make us any wiser, just as accumulating knowledge does not equate to wisdom.

The ways of adding value to information I described in my last post (Filtering; Validation; Synthesis; Presentation; Customization) are not a series of steps, only some of the ways we can make sense of information, for ourselves and for others.

Sense-making

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The term personal knowledge management (PKM) isn’t about management in a business sense but rather how we can manage to make sense of information and experience in our electronic surround.

Personal – according to one’s abilities, interests & motivation (not directed by external forces).

Knowledge – connecting information to experience (know what, know who, know how).

Management – getting things done.

PKM is an individually created process. Tim Kastelle has discussed how important it is to Filter, in the process of Aggregate-Filter-Connect. I have recently used Seek-Sense-Share to describe PKM.

The critical part of PKM is in personalizing information and experience, or to use a business term, adding value. Ross Dawson shows five ways to add value to information (my examples/descriptions follow):

Filtering (separating signal from noise, based on some criteria)

Validation (ensuring that information is reliable, current or supported by research)

Synthesis (describing patterns, trends or flows in large amounts of information)

Presentation (making information understandable through visualization or logical presentation)

Customization (describing information in context)

Terms such as Filter or Sense don’t adequately describe the sense-making process in PKM. Looking at it from an outside perspective though, as Ross Dawson has done, gives another way to describe some of what is happening in our minds. We are adding value (and context) to information so that we can later retrieve it and perhaps use it. Whatever we make transparent is value-added information for others, especially if we do it consciously and well.

The image below shows an expanded description of sense-making in the context of PKM.

PKM sense-making

A basic tool I’ve described for PKM is social bookmarking to file information. It’s simple but doesn’t add a lot of value, just a few text comments. A tweet is also simple and cannot add much value with a 140 character limit. A blog post can be much more informative especially if one takes time to research, link and compose. A collaborative document that aggregates information and shows it from a different perspective could also be valuable. Developing a slide presentation with carefully selected graphics could be seen as higher value information. More difficult to produce and perhaps adding more value to basic information, could be a narration with the slideshow. I have noticed that the process of developing higher-value information helps to sharpen one’s own thinking.

Once again, I want to point out that people with better PKM skills, an ability to create higher value information, and a willingness to share it, will become more valued members (nodes) in their professional networks.

PKM: a node in the learning network

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Hyperlinks subvert hierarchy, or, in other words, digital networks enable multiple connections, so organizational communications are no longer just vertical. Somebody else, outside the hierarchy, is only one click away, and perhaps easier to deal with and a better source of information and knowledge. This is becoming obvious in the business world and frameworks such as Social CRM (customer relationship management) are one attempt to address it.

Too often we think of learning as school, training as something that is delivered, and complex problems as solvable with enough effort and resources. We are wrong on all three counts.

Social learning is about getting things done in networks. It is a constant flow of listening, observing, doing, and sharing. Effective working in networks requires cooperation, meaning there is no plan, structure or direct feedback. This can scare managers and organizational leaders because no one is in change of social learning and there is no end-state or final learning objective. But social learning in networks can help us deal with complexity by providing a platform to test out ideas and learn from and with each other.

Jane Hart has described five types of learning using social media, the lubricant of learning in digital networks. Then she looked at how they relate to formal/informal learning as well as the spectrum of dependent/independent/interdependent learning.

social pkm

I have circled those activities at the bottom of this grid to show what personal knowledge management (PKM) enables. I have described PKM as our part of the social learning contract and the more I look at implementing social learning, social CRM or social business models, the more convinced I am that PKM is a foundational skill-set.

knowledge-management

Keeping knowledge in our heads is not of much use in getting things done, though that is what most of our training and development efforts have focused on for the past century. Individual training, stemming from the military systems approach to training, addressed skills and knowledge acquisition, as directed by those in change. The organization wanted to drive stuff into our heads.

networks-n-nodes


In networks, though, one of our main jobs now is getting stuff out of our heads and sharing with others.

PKM is focused on accidental, serendipitous, personal-directed, informal, independent learning.

PKM enables group-directed, intra-organizational, interdependent learning.

PKM enriches formal, structured learning and helps learners be less dependent.

PKM is taking control of our learning, as well as making much of it transparent. It makes us a valuable node in our various networks. We share our learning riches without diminishing them. If more people start seeking, sensing & sharing then we’re on the social learning path. Notice how I did not mention that you need some special “social learning” technology platform to do this?