Clearing obstacles to true knowledge management
来源: 时间:2001-12-04 14:32 作者:AMTeam.org
Clearing obstacles to true knowledge
management
Study
illuminates risk of failing to address "human hurdle" of information overload
According
to a just-released survey from KPMG,
large companies understand the value of a fully implemented knowledge management
program, but the complete benefits of such a regime are being missed.
KPMG
surveyed chief executives, finance directors, marketing directors and those with
specific responsibility for KM at a total of 423 organizations--each with annual
revenues of more than $270 million in Europe, the United States and elsewhere.
The business sectors in which these companies engaged were broken down like
this: financial services (22%); industrial products (20%); consumer markets
(20%); chemicals, pharmaceuticals and energy (14%); government (2%);
information, communication, entertainment (2%); services (13%); transport (5%)
and others (2%).
Nearly
75% of those surveyed were looking to KM to serve an "extremely significant" or
"significant" role in improving competitive advantage, marketing and customer
focus. About 65% would benefit product innovation, revenue growth and profit.
Employee development was cited by 57%. Nearly three-quarters (71%) believe KM
leads to better decision making, and about 65% view it as achieving faster
response to important business issues and better customer handling.
As
would be expected, less than half of the companies with a KM program reported
having to "reinvent the wheel," compared with nearly two-thirds for those that
didn't. Information access was another key: 61% could profile buying habits of
particular customers better; 72% could get access to an agreed-upon methodology
within half a day as opposed to 55% without; 78% were able to identify who last
spoke with a customer; 64% could find out why their company won a new account.
On
the other hand, KPMG discovered respondents with a KM program tend to see
immediate, internal cost gains but don't equate them with external, longer and
more far reaching benefits such as intellectual capital growth. While 28%
believe KM would increase their share price, almost three times that many think
it will reduce costs and increase profits.
Some
75% of the respondents either with or considering a KM system saw the decision
driven by senior management or from the board level. They also believe that KM
must be a companywide initiative. However, KPMG discerns that the board and
upper level management view KM only in terms of return on investment rather than
larger issues. Of the 36% of respondents who reported the benefits failed to
meet expectations, the following reasons were most often cited (they were able
to give more than one reason): ?lack of user uptake owning to insufficient
communication (20%); ?failure to integrate KM into everyday working practices
(19%); ?inadequate time to learn the system or the belief it was too complicated
(18%); ?lack of training (15%); ?belief there was too little personal benefit
for the user (13%)
Generally,
the pitfalls of a KM program--even for those who had implemented one--were seen
to be: ?lack of time to share knowledge (62%); ?failure to use knowledge
effectively (57%) ?the difficulty of capturing tacit knowledge.
KPMG
points to organizations' failure to grasp the cultural implications of KM. While
such a program should remove employee frustration, only a third of the companies
actually had KM policies that spelled out the priority of knowledge elements.
Even less than a third (31%) rewarded knowledge working. Only 18% had a
knowledge map that indicated what information is available.
And,
according to the survey data, just 16% of the respondents of companies that
either implemented (or considered implementation of) a KM regime actually
measure "intellectual capital" or the intangible value of knowledge, innovation
and relationships. That figure explains why so few companies value KM as a means
by which to increase stock value. Less than half of the respondents that had or
were considering KM programs viewed it as a way to attract and retain staff, and
only 30% actually achieved it.
KPMG
concludes that companies view knowledge management as a purely technological
solution. As such, they have employed the tools at their disposal: ?93% use the
Internet to access external knowledge; ?78%, an intranet; ?63%, data warehouse
or mining; ?61%, document management systems; ?49%, decision support; ?43%,
groupware ?38%, extranets.
Although
companies do employ technology, they fail to take full advantage of it. The
survey revealed that only 16% of the companies using relevant technology have a
system specifically designed for KM. So, it appears that formal implementation
of KM is a way off. KPMG concludes that the majority of companies are only at
the first two stages (of five) in the KM journey. Only 10% are at stage 4, and
just 1% at the highest level.
XML and EIPs: Open Information Integration
As the Web quickens the
pace of business, the pressure is on to make fast decisions across the
organization. These decisions often require access to information located in
disparate, scattered data sources-including unstructured data like content in
emails, Word documents, or even graphics. Providing corporate decision-makers
with a single point of access to all of this enterprise information is
essential.
As companies
partner to build business-to-business (B2B) applications, open information
integration is even more essential. E-Business is about integration-to conduct
B2B operations, decision-makers and their IT systems must be connected across
organizational boundaries. Companies must be able to share information between
their enterprise systems to conduct business together over the Web. As they
share common data outside the enterprise, B2B companies must also protect
valuable information assets.
Enterprise
Information Portals (EIPs) provide a single point of access to enterprise
information, solving many of the problems of information access within and among
enterprises. Using EIPs, corporate users can access structured data residing in
enterprise systems-such as databases or data warehouses-as well as unstructured
data such as Word documents, emails, audio/video files, and
graphics.
Extensible Markup Language (XML) is a
valuable asset for EIPs, helping to provide the open information integration
that will fuel e-business.
What is
XML? Extensible Markup Language (XML) is a markup
(tagged) data format that can be used to define the metadata associated with the
content of Web resources and other data. In plain terms, XML describes what the
information is. Contrast this with HTML which describes how to display the
information.
Put another way, HTML focuses on the
layout and presentation of text, images, audio and video on a Web page; XML
provides information about the meaning of the text and other data content. To
define how this data is presented on a Web page, XML styles use the extensible
style language (XSL). XSL can also be used to translate XML content into WML for
wireless devices.
XML offers powerful flexibility
for defining tags that describe the structure and nature of all types of
information. With XML, tags can be developed on the fly to integrate
unstructured data sources (text documents, reports, email, graphics, images,
audio and video) with the structured data resources in relational or legacy
databases. By creating tags that represent tables and columns (or entities and
attributes) in a relational database structure, legacy data can be directly
accessed from Web pages.
XHTML-the next
generation of HTML-enables XML tags to be displayed as HTML in a standard Web
browser. XHTML works from both Microsoft Internet Explorer and Netscape
browsers.
Why is XML
Important? The biggest win of XML is open
information integration. XML uses metadata to integrate unstructured data in
legacy files or databases with data in relational databases. This integration
has been difficult to achieve in the past without first redeveloping the legacy
systems. However, XML offers an open architecture interface that enables this
integration to be achieved more easily-without the enormous efforts of the
past.
By facilitating rich information exchange
among machines, XML also overcomes one of the major stumbling blocks to B2B
e-commerce. Currently, true information integration is not possible because the
programs in each enterprise system use different terms to refer to the same
data. Because these systems do not use the same terminology, finding relevant
information is a challenge often worthy of a thesaurus. For example, a
"customer" in accounting systems may be referred to as a "client" or "prospect"
in a sales system. These systems cannot share information without a common
interchange format. XML provides this format -enabling companies to define
content using metadata so that people, systems, and programs use the same
terminology. With XML as the integration interface, enterprises can communicate
with each other's legacy systems.
Best of all,
XML is simple to use. Since we don't have to worry about the presentation of the
information, we can focus on defining the data. Documents can be created with
XML: such documents contain the text and structure of the document, but leave
formatting out. The same document can then be formatted using a style-sheet for
any number of different viewing and printing devices. Because XML users create
the data definitions themselves, the definitions describe the data perfectly.
Supporting complex semantics simply requires nesting additional fields to
describe the data.
EIPs and XML-A Powerful
Combination
Although Enterprise Information
Portals (EIPs) provide a central point of access to all enterprise information,
over 90% of enterprise information resides in unstructured data. This data is
difficult to search because it is not defined like data in relational databases
and other structured data sources.
EIPs using
Extensible Markup Language (XML) enable more accurate searches across all
information-structured and unstructured-while ensuring security for sensitive
data. XML makes it easier for EIPs to offer a single point of access to
structured and unstructured data so that corporate decision-makers can find the
precise information they need, and then analyze it-no matter where the
information resides, or what format it takes. With XML, EIPs can more easily
integrate data sources from the Internet, unstructured data in emails and other
documents in the enterprise, and structured information made available through
data warehouses and data marts.
When considering
beyond-the-enterprise operations, EIPs and XML offer further advantage. By
creating a common language, XML enables the precise communication that makes
open information integration possible. EIPs can capitalize on this information
integration by providing a business-to-business portal: helping companies
securely share vital information across corporate
boundaries.
Distinguishing between vendor XML
implementations Many EIP vendors claim to support
XML, but how do you know that they provide the kind of XML support you really
need? Of primary importance, look for an EIP implementation that prevents
performance pitfalls from XML data type definitions. Because XML is so flexible,
it can potentially cause performance issues because it does not prevent
definitions that cause repeating groups or huge data structures to be loaded to
Web pages. Therefore, EIP solutions must promote a data organization that is
suitable for the Web, as well as enforce XML rules and recognize bad data.
Document Type Definitions (DTDs)-essentially vocabulary and grammar for XML-and
XML parsers should be used to ensure information integrity in XML
documents.
While XML is a promising standard,
look for an EIP with a flexible architecture that can secure and deliver a wide
variety of data types and sources-in addition to XML. An open architecture saves
companies from having to translate all data streams and output formats to
support XML. And EIPs that openly distribute all unstructured and structured
data-as well as embrace specialized tools that provide XML support-allow
companies to integrate new Web-based initiatives with their existing information
infrastructures.
Finally, an EIP solution should
be standards-based and support ongoing XML standardization. The OMG has defined
a set of XML tags called the XML Metadata Interchange (XMI) that standardizes
the structure of data about data, or metadata. This standard lays the groundwork
for communicating data structures between enterprise systems using CASE
tools.
Brio Technology offers a flexible, open
strategy that embraces XML. Brio.Portal's open architecture integrates
unstructured and structured data sources using XML. By enabling users to define
metadata types and assign keywords to objects, Brio.Report provides greater
object classification-resulting in more precise query results. To help companies
ramp up on this new standard, Brio.Report outputs in XHTML format, and can
include XML documents in its report generation. While separate components,
Brio.Portal and Brio.Report integrate seamlessly. Brio Technology works closely
with the OMG to develop XML standards that will make e-business
easier.
Preparing for XML XML is still a new technology with EIPs offering sophisticated
solutions this year. To prepare for XML, enterprises must do some work to
transform and cleanse data for e-business interactions. Of primary importance,
it's important to develop dynamic standardization schemes for handling
unstructured data that is not yet XML-enabled; for example, live text feeds or
PowerPoint presentations. It is also important to develop definitions for
unstructured data-perhaps based on patterns, data types, or rule-based parsing
logic.
Because very little data is currently
available in XML, enterprises that want to leverage this new technology need to
translate their current enterprise data to XML. Products are coming to market to
help enterprises with this labor-intensive task. For example, Brio.Report-Brio's
high-volume, high-performance enterprise reporting solution-serves as the
exchange tool for translating enterprise data into XML so companies can deliver
their valuable content through the enterprise portal.
Summary XML offers numerous
advantages to EIPs and enterprises with its potential for open information
integration. As the enterprise portal, an EIP should be open to universally
deliver all dynamic enterprise data, and supporting XML is a great way to
simplify information integration.
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