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John P. Girard, Ph.D.
Still
Lessons from the Field
Books in the Domain 2
2009 2009 2011
2011 2014 2015
2018
Leading Practitioners (2018) 3
Download a free PDF version:
www.johngirard.net/kmmatters/
KM in your organization?
Leaders in my organization are _________ KM.
B. interested in
C. bored with
D. confused about
A. excited about
4
Some History (2004) 5
http://www.journal.forces.gc.ca/vo5/no2/doc/knowledge-connaisanc-eng.pdf
Some History (2004)
Many leaders were (are)
very skeptical about the
real value of KM
6
http://www.journal.forces.gc.ca/vo5/no2/doc/knowledge-connaisanc-eng.pdf
Defence KM 7
https://www.johngirard.net/defence-knowledge-management/
Defining KM (2015) 8
For many years I resisted
offering a definition for
knowledge management
because whenever I
included a definition in a
talk this would become
the main focus of
attention.
https://www.johngirard.net/km/
KM Defined? 9
A frequency analysis of 100 definitions determined the most common
words appearing in KM definitions were: knowledge, organization,
process, information, use, share, create, and manage. Based on this
review, we propose the following definition:
Knowledge Management is the process of creating, sharing, using
and managing the knowledge and information of an organization.
www.johngirard.net/km/
Defining KM through Team Conversations 10
https://www.johngirard.net/defining-km-through-team-conversations/
KM: Interest over time
www.google.com/trends/
June 28, 2021
11
KM and Big Data: Interest over time
www.google.com/trends/
June 28, 2021
12
KM/Big Data by Country
www.google.com/trends/ June 28, 2021
13
Analytics
www.google.com/trends/
2 March 2018
14
www.google.com/trends/
June 28, 2021
KM 1.0
Knowledge
Information
Data
Information to Knowledge
• Compare
• Consequences
• Connects
• Conversation
Data to
Information
• Context
• Categorize
• Calculate
• Correct
• Condense
15
KM 2.0
Ikujiro Nonaka
S
o
c
i
a
l
i
zation Externa
l
i
z
a
t
i
o
n
I
n
t
e
r
n
a
l
i
z
a
t
i
o
n
C
o
m
b
i
n
a
t
i
o
n
TACIT
E
XPLICIT
E
XPLICIT
T
ACIT
16
KM 2.5
Knowledge
Information
Data
Ackoff’s Apex
Wisdom
Understanding
Knowledge
Seek Wisdom not Knowledge (KM 2.5?)
17
KM 2.5
Knowledge
Information
Data
Ackoff’s Apex
Wisdom
Understanding
Knowledge
Seek Wisdom not Knowledge (KM 2.5?)
Wisdom:
The collective and individual
experiences of applying
knowledge to the solution of
problems (p. 373).
18
Seek Wisdom
Seek	wisdom,	
not	knowledge.	
~	Lumbee Proverb
The	Lumbee Tribe	of	North	Carolina	is	a	state	recognized	tribe	of	approximately	
55,000	enrolled	members,	most	of	them	living	in	Robeson	and	the	adjacent	
counties	in	southeastern	North	Carolina.	
19
Seek Wisdom
Seek	wisdom,	
not	knowledge.	
Knowledge	is	of	the	past,	
wisdom	is	of	the	future.
~	Lumbee Proverb
The	Lumbee Tribe	of	North	Carolina	is	a	state	recognized	tribe	of	approximately	
55,000	enrolled	members,	most	of	them	living	in	Robeson	and	the	adjacent	
counties	in	southeastern	North	Carolina.	
20
The Three Eras of Knowledge Management
Dixon, N.M. (2018). The three eras of knowledge management. In J. P. Girard & J. L. Girard (Eds.),
Knowledge management matters: Words of wisdom from leading practitioners (19-47). Macon, GA: Sagology
21
The 5 Dimensions of Knowledge & Innovation
Young, R. (2018). Towards knowledge asset management. In J. P. Girard & J. L. Girard (Eds.), Knowledge management
matters: Words of wisdom from leading practitioners (151-164). Macon, GA: Sagology.
22
Big Data is Global and Multidisciplinary
www.google.com/trends/
June 28, 2021
23
Big Data is Global and Multidisciplinary
www.google.com/trends/
June 28, 2021
24
6 South Korea 42
7 Sri Lanka 39
8 Malaysia 39
9 Spain 33
10 UAE 24
Just because you can … 25
https://youtu.be/XH1wQEgROg4
Decide later … 26
Knowledge Management and Big Data
Rhem, Anthony J. (2018). Knowledge management and big data. In J. P. Girard & J. L. Girard (Eds.),
Knowledge management matters: Words of wisdom from leading practitioners (129-150). Macon, GA: Sagology.
27
Michael Jordan on the “Delusions” of Big Data
http://spectrum.ieee.org/robotics/artificial-intelligence/machinelearning-maestro-michael-jordan-on-the-
delusions-of-big-data-and-other-huge-engineering-efforts
When you have large amounts of data, your
appetite for hypotheses tends to get even larger.
And if it’s growing faster than the statistical
strength of the data, then many of your
inferences are likely to be false. They are likely to
be white noise.
28
Be careful with data …
http://www.tylervigen.com/
29
Big Data = KM by another name? 30
What did happen?
https://www.linkedin.com/pulse/whatever-happened-knowledge-management-tom-davenport
KM never incorporated knowledge derived from data
and analytics. I tried to get my knowledge management
friends to incorporate analytical insights into their
worlds, but most had an antipathy to that topic. It
seems that in this world you either like text or you like
numbers, and few people like both. I shifted into
focusing on analytics and Big Data, but few of the KM
crowd joined me.
31
Our task is to help the CEO/COO see … 32
Data in Action … largest KM Project ever!!! 34
https://ebird.org/home Jun2 28, 2021
Case 1 35
36
A pathway for citizen science data to inform policy: A case study using eBird data for defining low-risk collision
areas for wind energy development
Journal of Applied Ecology, Volume: 58, Issue: 6, Pages: 1104-1111, First published: 14 March 2021, DOI: (10.1111/1365-2664.13870)
37
A pathway for citizen science data to inform policy: A case study using eBird data for defining low-risk collision
areas for wind energy development
Journal of Applied Ecology, Volume: 58, Issue: 6, Pages: 1104-1111, First published: 14 March 2021, DOI: (10.1111/1365-2664.13870)
Best Practices 38
https://cornelllabofornithology.github.io/ebird-best-practices/
Data and Tools 39
https://ebird.org/science/use-ebird-data
Data + Access + Tools = Knowledge 40
Case 2 41
42
43
All eBird Localities in OCR 44
~1,000,000 birds
NPS Proposed Boundary (May 2020) 45
~14,000 birds
Summary of birds
*	Excludes	one	extraordinary	checklist	of	300,000	birds
Selected 10 eBird Hotspots: 206 species
All Localities in ORC 244 species (+38)
NPS Boundary May 2020 151 species (-93)
Total individual birds* (all ORC): 1,018,634
Total individual birds (NPS Boundary): 14,576
Current	Hotspots	(4)	in
NPS	Proposed	
Boundary	
(May	2020)
47
Current	Personal	
Localities	(75)	in
NPS	Proposed	
Boundary	
(May	2020)
48
Recommended	Hotspots	(11)	in
NPS	Proposed	
Boundary	
(May	2020)
Recommended hotspots to add 49
Communities 50
Garfield, S. (2018). Communities manifesto. In J. P. Girard & J. L. Girard (Eds.), Knowledge management matters:
Words of wisdom from leading practitioners (113-127). Macon, GA: Sagology.
John P. Girard, Ph.D. john@johngirard.net
Still
Lessons from the Field

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