On 2005-11-06 16:14:00, Allan Engelhardt wrote in CYBAEA Journal:
Martin and Dave wonders why knowledge management has failed: the grand (and sometimes successful) projects of the late nineties and early noughties have come to nothing, and today's businesses pay only lip-service to being part of "the knowledge economy". Martin, always perceptive, suggests that the challenge may be cultural.
At CYBAEA we tend to talk about innovation management rather than knowledge management. We prefer to talk about the active utilization of knowledge over the pure gathering of information, which reminds us of dusty libraries run by aging spinsters. But whatever you call it, we agree that businesses are not doing very much about it. With the results we have seen from the brave exceptions, and given that innovation is probably the only thing that keeps your job out of India, this is surprising.
Martin pains a picture of the inflexible organization:
What is frightening is to find so many similarities between our large industrial multi-layered organizations and the former Soviet Union, which proved totally incapable of modernizing itself and eventually collapsed.
There may be some millage in this. Most current managers became successful in a company that was largely hierarchical and where the manager's leadership abilities, this is to say their ability to institute change from the top down, were valued. Dave spells it out:
Business leaders see their leadership role as critical to the organization's success; their frame of understanding is hierarchical -- they tend to believe that knowledge and value increases with experience and that rewards should go disproportionately to identified superstars and up-and-coming leadership candidates.
In this context, innovation management, enterprise social software, and, yes, even knowledge management, whatever you call it, represents a cultural change and therefore a threat. Change is diffucult and why change a formula that works?
Except, of course, that it isn't working very well anymore. All the easy jobs have already gone to India and China. Your job is going next, and you are not going with it. Unless you can innovate and show a clear and sustained benefit of keeping you around.
If you look where innovation has historically happened, you would look to universities and other scientific institutions. That's my background. The management there is traditionally collegiate rather then hierarchical. A system of essentially peers where everybody's contribution is valuable within an established method or way of working, seems to produce the most new insights.
Of course there are problems with a pure collegiate structure. Universities are not usually the best to capitalize on the applications of their innovations, and even just looking within pure research they can lack a certain amount of urgency and accountability.
That, then, is the challenge of the modern Western business. To change its structure to a more collegiate approach and foster innovation without sacrificing the ability to execute. To find the equivalent of the scientific method for successful businesses in the new knowledge economy.
Knowledge management, by whatever name, may help or hinder, but it is clear that it is not about the technology or the systems. It is about changing the way you manage your business. It is about saving your job.
On 2010-03-08 14:46:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
I needed a fast way of eliminating observed values with zero variance from large data sets using the R statistical computing and analysis platform. In other words, I want to find the columns in a data frame that has zero variance. And as fast as possible, because my data sets are large, many, and changing fast. The final result surprised me a little.
Read more (~501 words).
On 2009-08-17 09:18:00, Allan Engelhardt wrote in CYBAEA Journal:
We knew the potential existed already, of course. Mobile devices in the USA generates some 600 billion transactions per day, each tagged with the location and time. Jeff Jonas: Every call, text message, email and data transfer handled by your mobile device creates a transaction with your space-time coordinate[...].
The mobile operators have this data, of course. We all know this (especially here where we have been using some of it for social network analysis). No real surprises here, except perhaps in the volumes.
But did you know that the operators are sharing your data? What is new, at least to me, is that this data is being provided to third parties that are leveraging specially designed analytics to make sense of our space-time-travel data.
Read more (~449 words, 1 comments).
On 2009-07-27 19:38:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
O'Reilly's recent publication Beautiful Data has a chapter by Jeff Jonas which is enough reason in itself for me to recommend it. The chapter, Data Finds Data, is also available as a PDF download.
Read more (~66 words).
On 2009-07-22 13:37:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
This is by far the best description of why traditional parallel databases (like Teradata, Greenplum et al.) is a evolutionary dead end. But much more than a theoretical discussion, they have built a solution which they call HadoopDB. It is based on Hadoop, PostgreSQL, and Hive and is completely Open Source. Alternative, column-based, backends to PostgreSQL are being implemented now. Read: Announcing release of HadoopDB.
Read more (~83 words).
On 2009-07-22 06:59:00, Allan Engelhardt wrote in CYBAEA Journal:
The nice people at Velocity has released The B2B Content Marketing Workbook. It is behind a registration wall which means we wouldn’t normally recommend it but you can just type junk in the fields if you are not comfortable with giving your personal details to a marketing agency. (Think about it....) If you are relatively new in the B2B world, say having joined a professional services or consulting organization, you may find this one useful.
Read more (~263 words).
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