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Preparing
Content for
Intelligent
Machines
Rob	Hanna
November	30,	2017
ROB	HANNA
▪ Co-Founder	and	Chief	Information	
Architect	at	Precision	Content
▪ Voted	in	the	Top	25	Content	Experience
Influencers	for	2017
▪ Helping	organizations	make	their	information	easier	
to	use	for	more	than	20	years
Twitter:	@PCASInc
www.precisioncontent.com
The Content
Philosopher
Joe Gollner
FUTURE	OF	CONTENT	4.0
▪ Despite	our	focus	on	simplifying	the	technology	
around	content	– content	itself	is	not	getting	
simpler
▪ Creating	progressively	smaller	and	smarter	
content	components
▪ Focus	on	answers	that	people	are	seeking.
Information	4.0	for	Industry	4.0	– Enabling	Information	
Interoperability,	
https://www.slideshare.net/jgollner/information-40-for-
industry-40-tcworld-2016	
@PCASInc
BRIEF	HISTORY	OF	
CONTENT
What	goes	around	…
…	comes	around
One-to-OneOne-to-Many
CONTENT	1.0
One-to-Many	More
CONTENT	2.0
Many-to-Many
CONTENT	3.0
Reach
Many	to	Many
+	Machines	IoT
CONTENT	4.0
@PCASInc
COMPLEXITY	OF	CONTENT	GETS	BIGGER
Scroll Codex Document Topic Block FactPage
@PCASInc
UNITS	OF	CONTENT	GET	SMALLER
Scroll Codex Document Topic Block FactPage
@PCASInc
VOLUME	OF	CONTENT	GROWS
1700 1900 2014 20201945
@PCASInc
Content	Chaos
THE	DIGITAL	LANDFILL
@PCASInc
WILL	ARTIFICIAL	
INTELLIGENCE	BE	THE	
ANSWER?
How	will	AI	make	sense	of	it	all	when	we	can	barely	
make	sense	of	it	ourselves?
Cover:	Special	Edition	of	TIME	Magazine
Editor:	Nancy	Gibbs,	2017
Available	on	newsstands
TWO	APPROACHES	TO	BUILDING	
ARTIFICIAL	INTELLIGENCE
Machine Learning
▪ Helping	machines	learn	from	
experience
▪ Classification	and	predictive	tasks
▪ Reliant	on	Big	Data	and	
processing	power
▪ Low-hanging	fruit
Semantic Reasoning
▪ Teaching	machines	what	they	
need	to	know
▪ Current	domain	knowledge
▪ Reliant	on	knowledge	models	and	
content
▪ Difficult	to	source
@PCASInc
See:	Semantic	Reasoning:	The	(Almost)	Forgotten	Half	of	AI,	L.Lefkowitz,	SEP2017
http://www.access-ai.com/blogs/semantic-reasoning-almost-forgotten-half-ai
STRUCTURED	AUTHORING	DEFINED
Structured	authoring	means	a	standardised,	
methodological	approach	to	content	creation	
incorporating
▪ systematic	labelling
▪ modular,	topic-based	architecture
▪ constrained	writing	environments,	and
▪ the	separation	of	content	and	form.
From	The	DITA	Style	Guide	- Best	Practices	for	Authors
Tony	Self	www.ditastyle.com
@PCASInc
BENEFITS	OF	STRUCTURED	AUTHORING
Improved
▪ Collaboration
▪ Usability
▪ Consistency,	and
▪ Delivery.
@PCASInc
MEETING	2	SETS	OF	FUNDAMENTAL	NEEDS
The Human Brain
Technology
Find
Understand
Use,	and
Retain
Integrate
Search
Process,	and
Reuse
Well-structured	content	helps
@PCASInc
EXCERPT	FROM	A	MEDICAL
JOURNAL...
▪ pN3	description	only	closely
mirrors	descriptions	for	pN3a	
+pN3b	+	pN3c
▪ Use	of	footnotes	confusing
▪ “Clinically	detected”	and	“Not	
clinically	detected”	are	not	exact	
opposites,	and
▪ Inconsistent	enumeration	of	
lymph	nodes
@PCASInc
SAME	CONTENT	AFTER	APPLYING	PRECISION
CONTENT® TECHNIQUES
▪ 44.2%	reduction	in	word	count
▪ 20%	reduction	in	passive	voice
▪ 18.4%	increase	in	Flesch Reading	
Ease	score
▪ 30%	increase	in	white	space
▪ Elimination	of	footnotes,	and
▪ Addition	of	labels	and	visual	
elements
@PCASInc
MAKING	A	CUP	OF	TEA
2nd Person,	present	tense
3rd Person,	present	tense
1st Person,	past	tense
@PCASInc
What	is	the	…
Intended	Reader	
Response?
…	to		instruct	you	on	how	to	make	tea.
…	to		describe	to	you	how	tea	is	made.
…	to	engage	you	in	a	story	about	tea.
PRECISION	CONTENT®	INFORMATION	TYPES
Reference
▪ DESCRIBES things	the	reader	needs	to	KNOW
Task
▪ INSTRUCTS the	reader	HOW	TO	DO	things
Concept
▪ EXPLAINS things	the	reader	needs	to	
UNDERSTAND
Process
▪ DEMONSTRATES	to	the	reader	how	things
WORK,	and
Principle
▪ ADVISES	the	reader	about	what	they	need
TO	DO	or	NOT	DO	and	WHEN.
@PCASInc
INFORMATION	TYPES
Reference
Principle
Task
Process
Concept
“We	will	be	flying	at	
an	altitude	of	35,000	
feet.”
“Always	put	on	your	
oxygen	mask	before	
assisting	other	
passengers.”
“To	open	the	
emergency	exit,	look	
out	the	window,	pull	
the	lever,	and	push	
out	the	exit	door.”
“In	the	event	of	loss	
of	cabin	pressure,	an	
oxygen	mask	will	
drop	from	the	
overhead	
compartment.”
“On	the	left	side	of	the	
plane	you	can	see	a	
typical	example	of	a	
cumulonimbus	cloud.”
Flight safety briefing
@PCASInc
STRUCTURED	BUILDING	BLOCKS	OF	
INFORMATION
@PCASInc
MICROCONTENT
Is	content	that	is
• about	one	primary	idea,	fact,	or	concept
• easily	scannable
• labelled	for	clear	identification	and	meaning,	and
• appropriately	written	and	formatted	for	use	anywhere	
and	any	time	it	is	needed.
It’s	not	microcontent	just	because	it’s	small
@PCASInc
WHAT’S	HOLDING	US	BACK?
The	availability	of	microcontent	and	our	ability	to	create	
it	is	our	biggest	obstacle
• Where	is	it	going	to	come	from?
• Who	is	going	to	write	it?
@PCASInc
WHAT	IF	…
▪ We	could	repurpose	our	technical	content	by	automatically	
bursting	sections	into	microcontent	for	the	enterprise	to	
use?
▪ But	our	content	isn’t	ready! We	would	get	a	lot	of	noise	if	
we	just	burst	every	section	into	microcontent
@PCASInc
WHAT	IF	…
▪ We	started	by	authoring	every	topic	we	wrote	with	blocks	
of	microcontent?
▪ Focusing	on	authoring	smaller	content	components.
@PCASInc
INFINITELY	ADAPTABLE
Content	Contentment
@PCASInc
QUESTIONS?
Rob Hanna
Co-Founder – Precision Content
rob@precisioncontent.com
@singlesourceror
ASK	ME	ABOUT	…
@PCASInc

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