Six Myths About Knowledge Management - Aldo · 2009. 1. 11. · Six Myths About Knowledge...
Transcript of Six Myths About Knowledge Management - Aldo · 2009. 1. 11. · Six Myths About Knowledge...
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Aldo Ventures, Inc.
Six Myths AboutKnowledge Management
Avron BarrAldo Ventures, Inc.
www.aldo.com
, Palo Alto, CA (415)322-2233
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Aldo Ventures, Inc.
Myth #1Knowledge Management is New
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Aldo Ventures, Inc.
Knowledge Management — A Common and Expensive Activity
Meetings and Training
Bulletins
Marketing Collateral
Catalogues
Documentation
Troubleshooting Guides
Policy Handbooks
Procedures Manuals
Regulatory Guidelines
Help Desks, Call Centers
How much does this cost? How effective is it all?
Examples of Knowledge Distribution Tasks
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Aldo Ventures, Inc.
Problems with Manual Methods of Knowledge Distribution
People forget training, change jobs
Manuals are hard to write, internally inconsistent
They are also hard to use, “passive”
Documentation and policy handbooks are impossible to maintain, and usually out of date
…Therefore, written material is unread
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Myth #2“Documents Contain Knowledge”
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Aldo Ventures, Inc.
Problems with Today’sOn-Line Information Systems
User must know where to look, what to ask for, and how to ask.
Iterative keyword search is frustrating.
Boolean expressions are cumbersome.
In large text libraries, too much is retrieved.
The system doesn’t help as a librarian would.
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Aldo Ventures, Inc.
“Active” Information Systems for Knowledge Distribution
The use of artificial intelligence techniques to enable systems to actively help users understand their situation and the organization of the data, so that they can find more relevant information faster.
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Aldo Ventures, Inc.
What’s Better AboutActive Information Systems?
System helps user find information quickly
Can accommodate a wide range of users
Multimedia and hypertext information
Automatic fusion of diverse knowledge
Maintained as programs -- improve with use
User empowered: EPSS, JIT learning
Can be embedded into system and products
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Aldo Ventures, Inc.
Authoring — The Key toActive Information Systems
Modeling the knowledge and the user
Database records, text and tags
Knowledge engineeringDomain analysis: Structure and definitions
Heuristics: Symptoms, causes and cures
Device modeling: Schematic-based diagnosis
Automatic learning
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Aldo Ventures, Inc.
Myth #3Expert Knowledge is the Most
Valuable Knowledge
and therefore should bemanaged first.
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Aldo Ventures, Inc.
Pattern for Worker Performance
Productivity/Quality
Experts
Old Timers
Trainees
Three-Ring Binder Level
Percentage of Workers
Human Expert’s Primary Area of Interest
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Aldo Ventures, Inc.
Performance Support by Distributing Knowledge
Knowledge Distribution System
Number of Workers
Productivity/Quality
Experts
Old Timers
Trainees
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Aldo Ventures, Inc.
Myth #4Knowledge Management
Saves Money
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Aldo Ventures, Inc.
The Business Value of Knowledge Management
Saving money vs. making money
Example: Customer RelationsCustomer loyalty and customer retention
Market differentiation, eg., quality
Reduced operational costs, better decisions
Compliance with policy and regulations
Sometimes, you can sell the knowledge!
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Who Requires Knowledge About Product Use?
Engineering (design, improvements)
Product documentation and training
Sales & fulfillment (demos, configuration)
Call-center & field service representatives
Marketing (competitive positioning)
Customers (new ways to use products)
Corporate planning and decision making
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Aldo Ventures, Inc.
Myth #5:One Technology is the Bestfor Knowledge Management
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Aldo Ventures, Inc.
Types of Knowledge in Service and Support Operations
know-how
problem solving
emergency
equipmentpersonnel
policy
safety
accounting
Customer procedures
problem history
bookssuppliers
regulations
expertisedesign
preventative
products
sales prospects
preferences
attitudes
manufacturing
trade secretsorganization
training
priorities
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Aldo Ventures, Inc.
A Variety of Technologies for Knowledge Management
Decision-trees (e.g., telephone trees)
Intelligent information retrieval
Natural language processing
Case-based reasoning
Knowledge-based systems
Decision-theoretic modeling
Functional/fault modeling
Learning and data mining
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Aldo Ventures, Inc.
Dimensions for Comparing Knowledge Technologies
Authoring effort
Archive (formats, accessibility, multimedia)
Retrieval power and accuracy
Query style, requirements on user
Maintainability
… and many more
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Aldo Ventures, Inc.
Myth #6Knowledge is the Most
Valuable Corporate Asset
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Aldo Ventures, Inc.
Groupware: People Working Together is the Real Asset
By its very nature, the support center is a group activity: “Has anyone seen anything like this before?”
As corporate activities go, it is a uniquely cooperative effort.
Individuals are motivated to share what they know.
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Aldo Ventures, Inc.
The Future of Computing
The support center is to the automation of knowledge distribution what payroll was to the automation of record keeping …
A universal application that fits the new technology like a glove.
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Aldo Ventures, Inc.
A New Mediumfor Sharing Knowledge
The future belongs to organizations that can work together better.
Knowledge systems are part of this process.