SlideShare a Scribd company logo
Why Everyone ELSE
Does It Wrong
How Business Processes and
Human Language Don’t Mix
Why Does Everyone Else Do It Wrong?
• Business processes as communication systems
• The structure of normal language
• Language, thought and perception
• Normal language vs. business processes
Processes as Communication Systems
• Business processes are somewhat like assembly lines, but
what moves through is information, not objects
• Most companies need to create a service which behaves as the
customer requested. This means turning the customer’s
information about his needs into information describing what
the company will technically deliver. This is communication.
• Communication, of course, is done with language. Because of
this, business processes use a lot of language – or do they?
Processes as Communication Systems
• In reality, processes use something that LOOKS like language.
• Process designers need to understand
– How language works
– How business information systems and processes handle
information
– How these two DON’T MATCH
Structure of Normal Language
• The linguistic sign
• Context and meaning
– linguistic context
– extra-linguistic context (real world)
– metaphors and analogies
– shared and unshared context
– multiple meanings from multiple contexts
We don’t say what we mean.
We don’t mean what we say.
The Linguistic Sign
• Signifier and Signified (signifiant and signifié)
• The “signified” almost always covers a wide range of different
real-world entities or events
• Examples
– “dog” represents large dogs, small dogs, toy dogs, hunting dogs, etc.
– “play” represents using a musical instrument, participating in a game, etc.
• We also use non-verbal things or events as signs
– gestures
– clothes
– hairstyles
– actions
Context and Meaning: Linguistic Context
Is this colour “red”?
Is this colour “red”?
You probably said No – but the question was out of context:
red hair
red cabbage
Context and Meaning: Linguistic Context
• “He scored a goal”
• “He crashed into the goal”
• “His goal was to score a goal, but he crashed into the goal
instead”
We understand the third sentence effortlessly, even though “goal” has
three completely different meanings.
Extra-Linguistic Context
• What does this sentence mean?
“It was a bomb”
Extra-Linguistic Context
“It was a bomb”
Suppose that the person saying it is:
• walking out of a movie theatre?
• watching a football game?
• standing across the street from a building on fire?
Extra-Linguistic Context
• Time is also a context which changes meaning:
– “gay”
• the meaning has changed from “cheerful” or “happy” to “homosexual”
– “mugger”
• the original meaning was “crocodile” (a direct borrowing from the Hindi language)
– “gymnasium”
• the original meaning was a type of school
Analogies and Metaphors
• “They’ve all drunk the James Levy kool-aid, and they believe
they can operate this way”
– James Levy to Lynn Curle
• “Two years ago, I was ignorant of the reality of our processes.
Why can’t I just drink the kool-aid and be happy again?”
– Doug Pepino to Steve Finlay
Did anyone really drink kool-aid, or is anyone planning to?
What do these statements mean?
Why do they mean this?
Shared and Unshared Context
• What does “That was bad!” mean when said by:
– a white accountant from Point Grey?
– a black drug dealer from Newark?
• If George W. Bush calls American intervention in the Middle
East a “crusade”, what does this mean to:
– “WASP” Americans?
– Middle Eastern Muslims?
• “optimization”
– What does this mean to an industrial engineer?
– What does it mean to a group of workers who are being studied by an industrial
engineer?
Multiple Meanings
Clint Eastwood in the movie Absolute Power:
“Doctor Kevorkian, I presume?”
Multiple Meanings
“Doctor Kevorkian, I presume?”
• It meant a lot – but NOT what it said
• What it said:
– “I believe your name is Dr. Kevorkian; am I correct?”
• What it meant:
– “I see that you’re going to inject my daughter with a lethal chemical”
– “You’re doing it to murder her, not because she wants to die”
– “I don’t have any doubt at all about these two statements”
• In normal language, we understand multiple meanings like this
(and throw away the literal meaning) effortlessly and
unconsciously.
Language, Thought and Perception
• The nature of meaning in normal language
– Sophisticated
– Flexible
– Complex
– Imprecise
• Thinking and understanding
– “Understanding” an entity means knowing what its attributes are, how it
compares to other entities, and how it interacts with other entities
– “Thinking” means mentally manipulating entities, their attributes and their
relationships
– What we “understand” and “think about” is not the external reality, but the
linguistic signs that we use to classify and simplify that reality
Language is not how we express our thoughts.
Language IS our thoughts.
Perception and Thought
We don’t see what is there; we see what we know:
Show this picture to four people for 5 seconds, then ask them to describe
it from memory. The four people are...
Perception and Thought
• An architect
• An arborist
• An outside plant engineer from a hydro company
• A stylist from General Motors
Would their descriptions be similar?
Would you think they were describing the same picture?
Normal Language vs. Business Processes
• In business processes, communications must meet stringent
criteria in order to work well:
– Precise, unambiguous (single) meanings (i.e., signifier-to-signified
mappings)
– Explicit definition of all meanings so that changes can be recognized,
analyzed and documented
– Constant meaning regardless of unshared contexts, outside knowledge,
extra-linguistic context, time
– Strictly limited and defined relationships among “signifiers”,
corresponding to the real world constraints on the “signifieds”
For business processes, we must say what we mean, and we
must mean what we say.
When we communicate as if we are using natural language,
information is lost and “the other guy” is blamed.
Business Process Brain Wrecks
• Example 1: from a set of order entry instructions:
– “Place order ‘In Progress’ ”
• What type of order is it? SRT, DOCS, ECOPS, or __?
• The action which the rep must execute at this point is to click on a button
labelled “Distribute”. The words “In Progress” are not present on the screen.
In business processes, the normal characteristics
of real language (flexibility, context sensitivity,
and so on) continually lead to “brain wrecks”
The author of this instruction had years of experience as a service rep (context,
consisting of prior knowledge)
Because of this context, she unconsciously linked the signifier “Distribute” to the
concept of the order being “on its way”
She did not realize that an inexperienced rep (the true audience) would not have
this context, and would not be able to interpret “Distribute” in this way
Business Brain Wrecks
• Example 2: Response to an inquiry
– e-mail from TNAC regarding an inquiry which had been stalled:
I'm not sure if this order is an example of something or a lack of process knowledge,
TNAC added the following comments on Feb.12:
Not ON-Net
Issue a --- FIRM --- OSG request for Bell CDN.
TOROON29H23
40 BURNHAMTHORPE RD
DS3 / 10Mbps capable - spare sublink available at this time.
In other words: “I’m not sure what the problem was; we provided a complete answer”
– e-mail from Sales regarding the same inquiry:
The person who wrote this from TNAC can not explain in English what is meant by this
and I get different interpretations from my colleagues here:
"Not ON-Net Issue a --- FIRM --- OSG request for Bell CDN. TOROON29H23 40
BURNHAMTHORPE RD DS3 / 10Mbps capable - spare sublink available at this time."
The exact same words are 100% intelligible to the sender, but 100%
meaningless to the recipient – because unambiguous and constant
meanings (signifieds) have never been documented and learned
Natural Language vs. Business Information
Natural language Business Information
Flexible meaning, according to
context
Fixed meaning, independent
of context
Imprecise Exact
Multiple and ambiguous
meanings
Single meaning
Complex Simple
Implicit Explicit
Unconstrained Constrained
The Linguistic Approach to
Business Information
• Business information is fundamentally different from natural
language
• Nevertheless, this information must be expressed in a
“language” in order for people to use and manage it
• THIS LANGUAGE MUST BE UNNATURAL IN ORDER TO WORK
– Users must say what they mean, and must mean what they say
The Linguistic Approach to
Business Information
Creating this unnatural language requires us to:
– Understand precisely the information and activities that happen in reality
– Understand exactly what each function does with each piece of
information, and why that is necessary
– Explicitly define what is “signified” by every word, number, symbol and
syntactic structure
– Ensure that the “language” can express all the real world content that is
needed
– Explicitly document the meaning of all elements of the “language” and the
syntactic rules, and provide guidance (in real language) on how to use the
“language”
The Linguistic Approach to
Business Information
All the goals in the previous slide can be reached,
although it is hard work.
The key is to recognize that it takes deliberate,
conscious effort to create a “language” which
removes ambiguity, achieves clarity, and ensures
comprehension in a business process. Natural
language by itself will not do the job.

More Related Content

PDF
Lesson 41
PPTX
Natural lanaguage processing
PPTX
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogu...
PPT
Natural language procssing
PPT
Introduction to Natural Language Processing
PDF
Lesson 40
PPT
Natural Language Processing
PPTX
Statistical Learning from Dialogues for Intelligent Assistants
Lesson 41
Natural lanaguage processing
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogu...
Natural language procssing
Introduction to Natural Language Processing
Lesson 40
Natural Language Processing
Statistical Learning from Dialogues for Intelligent Assistants

What's hot (10)

PDF
Deep Learning for Dialogue Systems
PPTX
Detecting Actionable Items in Meetings by Convolutional Deep Structured Seman...
PPTX
Processing Written English
PDF
Intro to nlp
PPTX
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogu...
DOC
Matt Resume 6-16
PDF
Natural Language Ambiguity and its Effect on Machine Learning
PPTX
Interpreting models 2
PPTX
2104 Talk @SSU
PPT
Da & pragmatics
Deep Learning for Dialogue Systems
Detecting Actionable Items in Meetings by Convolutional Deep Structured Seman...
Processing Written English
Intro to nlp
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogu...
Matt Resume 6-16
Natural Language Ambiguity and its Effect on Machine Learning
Interpreting models 2
2104 Talk @SSU
Da & pragmatics
Ad

Similar to Language versus process (20)

PPTX
BSides Rhode Island 2013 - Bite the Wax Tadpole (with Katrina Rodzon)
PDF
INH Bulletin Principles in Practice - Winter 2015
PPT
Natural Language Processing
PPT
How to improve communication skill
PPT
Nlp--- --nlu -----nlg lec01-overview.PPT
PPT
CNN for NLP using text analysis by using deep learning
PPT
NLP AI process of computer language analysis getting computers
PPT
Chp1,2&3
PPTX
Natural-Language-Processing -Stages and application area.pptx
PDF
Natural Language Processing for development
PDF
Natural Language Processing for development
PPTX
6CS4_AI_Unit-5 @zammers.pptx(for artificial intelligence)
PPTX
Marriage of speech, vision and natural language processing
PPT
Tone and language lesson 1
PDF
NOVA Data Science Meetup 1/19/2017 - Presentation 2
PPTX
media subtitle
PPTX
ARTIFICIAL INTELLEGENCE AND MACHINE LEARNING.pptx
PPT
1 Introduction.ppt
PPT
Big Data and Natural Language Processing
PPT
Ich Bin Ein Website - The impact of culture and language on internationalization
BSides Rhode Island 2013 - Bite the Wax Tadpole (with Katrina Rodzon)
INH Bulletin Principles in Practice - Winter 2015
Natural Language Processing
How to improve communication skill
Nlp--- --nlu -----nlg lec01-overview.PPT
CNN for NLP using text analysis by using deep learning
NLP AI process of computer language analysis getting computers
Chp1,2&3
Natural-Language-Processing -Stages and application area.pptx
Natural Language Processing for development
Natural Language Processing for development
6CS4_AI_Unit-5 @zammers.pptx(for artificial intelligence)
Marriage of speech, vision and natural language processing
Tone and language lesson 1
NOVA Data Science Meetup 1/19/2017 - Presentation 2
media subtitle
ARTIFICIAL INTELLEGENCE AND MACHINE LEARNING.pptx
1 Introduction.ppt
Big Data and Natural Language Processing
Ich Bin Ein Website - The impact of culture and language on internationalization
Ad

Language versus process

  • 1. Why Everyone ELSE Does It Wrong How Business Processes and Human Language Don’t Mix
  • 2. Why Does Everyone Else Do It Wrong? • Business processes as communication systems • The structure of normal language • Language, thought and perception • Normal language vs. business processes
  • 3. Processes as Communication Systems • Business processes are somewhat like assembly lines, but what moves through is information, not objects • Most companies need to create a service which behaves as the customer requested. This means turning the customer’s information about his needs into information describing what the company will technically deliver. This is communication. • Communication, of course, is done with language. Because of this, business processes use a lot of language – or do they?
  • 4. Processes as Communication Systems • In reality, processes use something that LOOKS like language. • Process designers need to understand – How language works – How business information systems and processes handle information – How these two DON’T MATCH
  • 5. Structure of Normal Language • The linguistic sign • Context and meaning – linguistic context – extra-linguistic context (real world) – metaphors and analogies – shared and unshared context – multiple meanings from multiple contexts We don’t say what we mean. We don’t mean what we say.
  • 6. The Linguistic Sign • Signifier and Signified (signifiant and signifié) • The “signified” almost always covers a wide range of different real-world entities or events • Examples – “dog” represents large dogs, small dogs, toy dogs, hunting dogs, etc. – “play” represents using a musical instrument, participating in a game, etc. • We also use non-verbal things or events as signs – gestures – clothes – hairstyles – actions
  • 7. Context and Meaning: Linguistic Context Is this colour “red”? Is this colour “red”?
  • 8. You probably said No – but the question was out of context: red hair red cabbage
  • 9. Context and Meaning: Linguistic Context • “He scored a goal” • “He crashed into the goal” • “His goal was to score a goal, but he crashed into the goal instead” We understand the third sentence effortlessly, even though “goal” has three completely different meanings.
  • 10. Extra-Linguistic Context • What does this sentence mean? “It was a bomb”
  • 11. Extra-Linguistic Context “It was a bomb” Suppose that the person saying it is: • walking out of a movie theatre? • watching a football game? • standing across the street from a building on fire?
  • 12. Extra-Linguistic Context • Time is also a context which changes meaning: – “gay” • the meaning has changed from “cheerful” or “happy” to “homosexual” – “mugger” • the original meaning was “crocodile” (a direct borrowing from the Hindi language) – “gymnasium” • the original meaning was a type of school
  • 13. Analogies and Metaphors • “They’ve all drunk the James Levy kool-aid, and they believe they can operate this way” – James Levy to Lynn Curle • “Two years ago, I was ignorant of the reality of our processes. Why can’t I just drink the kool-aid and be happy again?” – Doug Pepino to Steve Finlay Did anyone really drink kool-aid, or is anyone planning to? What do these statements mean? Why do they mean this?
  • 14. Shared and Unshared Context • What does “That was bad!” mean when said by: – a white accountant from Point Grey? – a black drug dealer from Newark? • If George W. Bush calls American intervention in the Middle East a “crusade”, what does this mean to: – “WASP” Americans? – Middle Eastern Muslims? • “optimization” – What does this mean to an industrial engineer? – What does it mean to a group of workers who are being studied by an industrial engineer?
  • 15. Multiple Meanings Clint Eastwood in the movie Absolute Power: “Doctor Kevorkian, I presume?”
  • 16. Multiple Meanings “Doctor Kevorkian, I presume?” • It meant a lot – but NOT what it said • What it said: – “I believe your name is Dr. Kevorkian; am I correct?” • What it meant: – “I see that you’re going to inject my daughter with a lethal chemical” – “You’re doing it to murder her, not because she wants to die” – “I don’t have any doubt at all about these two statements” • In normal language, we understand multiple meanings like this (and throw away the literal meaning) effortlessly and unconsciously.
  • 17. Language, Thought and Perception • The nature of meaning in normal language – Sophisticated – Flexible – Complex – Imprecise • Thinking and understanding – “Understanding” an entity means knowing what its attributes are, how it compares to other entities, and how it interacts with other entities – “Thinking” means mentally manipulating entities, their attributes and their relationships – What we “understand” and “think about” is not the external reality, but the linguistic signs that we use to classify and simplify that reality Language is not how we express our thoughts. Language IS our thoughts.
  • 18. Perception and Thought We don’t see what is there; we see what we know: Show this picture to four people for 5 seconds, then ask them to describe it from memory. The four people are...
  • 19. Perception and Thought • An architect • An arborist • An outside plant engineer from a hydro company • A stylist from General Motors Would their descriptions be similar? Would you think they were describing the same picture?
  • 20. Normal Language vs. Business Processes • In business processes, communications must meet stringent criteria in order to work well: – Precise, unambiguous (single) meanings (i.e., signifier-to-signified mappings) – Explicit definition of all meanings so that changes can be recognized, analyzed and documented – Constant meaning regardless of unshared contexts, outside knowledge, extra-linguistic context, time – Strictly limited and defined relationships among “signifiers”, corresponding to the real world constraints on the “signifieds” For business processes, we must say what we mean, and we must mean what we say. When we communicate as if we are using natural language, information is lost and “the other guy” is blamed.
  • 21. Business Process Brain Wrecks • Example 1: from a set of order entry instructions: – “Place order ‘In Progress’ ” • What type of order is it? SRT, DOCS, ECOPS, or __? • The action which the rep must execute at this point is to click on a button labelled “Distribute”. The words “In Progress” are not present on the screen. In business processes, the normal characteristics of real language (flexibility, context sensitivity, and so on) continually lead to “brain wrecks” The author of this instruction had years of experience as a service rep (context, consisting of prior knowledge) Because of this context, she unconsciously linked the signifier “Distribute” to the concept of the order being “on its way” She did not realize that an inexperienced rep (the true audience) would not have this context, and would not be able to interpret “Distribute” in this way
  • 22. Business Brain Wrecks • Example 2: Response to an inquiry – e-mail from TNAC regarding an inquiry which had been stalled: I'm not sure if this order is an example of something or a lack of process knowledge, TNAC added the following comments on Feb.12: Not ON-Net Issue a --- FIRM --- OSG request for Bell CDN. TOROON29H23 40 BURNHAMTHORPE RD DS3 / 10Mbps capable - spare sublink available at this time. In other words: “I’m not sure what the problem was; we provided a complete answer” – e-mail from Sales regarding the same inquiry: The person who wrote this from TNAC can not explain in English what is meant by this and I get different interpretations from my colleagues here: "Not ON-Net Issue a --- FIRM --- OSG request for Bell CDN. TOROON29H23 40 BURNHAMTHORPE RD DS3 / 10Mbps capable - spare sublink available at this time." The exact same words are 100% intelligible to the sender, but 100% meaningless to the recipient – because unambiguous and constant meanings (signifieds) have never been documented and learned
  • 23. Natural Language vs. Business Information Natural language Business Information Flexible meaning, according to context Fixed meaning, independent of context Imprecise Exact Multiple and ambiguous meanings Single meaning Complex Simple Implicit Explicit Unconstrained Constrained
  • 24. The Linguistic Approach to Business Information • Business information is fundamentally different from natural language • Nevertheless, this information must be expressed in a “language” in order for people to use and manage it • THIS LANGUAGE MUST BE UNNATURAL IN ORDER TO WORK – Users must say what they mean, and must mean what they say
  • 25. The Linguistic Approach to Business Information Creating this unnatural language requires us to: – Understand precisely the information and activities that happen in reality – Understand exactly what each function does with each piece of information, and why that is necessary – Explicitly define what is “signified” by every word, number, symbol and syntactic structure – Ensure that the “language” can express all the real world content that is needed – Explicitly document the meaning of all elements of the “language” and the syntactic rules, and provide guidance (in real language) on how to use the “language”
  • 26. The Linguistic Approach to Business Information All the goals in the previous slide can be reached, although it is hard work. The key is to recognize that it takes deliberate, conscious effort to create a “language” which removes ambiguity, achieves clarity, and ensures comprehension in a business process. Natural language by itself will not do the job.

Editor's Notes

  • #7: Examples of non-verbal signs are fairly easy to find. Some fairly interesting ones are: Street gang “colours” are simply items of clothing or ornamentation which have become signifiers representing membership in a particular gang. Apparently wearing the wrong item in some places can cause you to be killed, which proves that these signs are communicating very effectively. An example of an action: I was dropping two people off at an airport. I stopped the car with the engine running and pushed the trunk lid release. The two people got out and got their bags out of the trunk. I then heard one of them bang on the trunk twice with his hand. This action was a linguistic sign: the signifier (two bangs) represents the following signified fact: “Everything is out that needs to be out (or is in that needs to be in); the lid/door/whatever is secure; you can drive away now.”
  • #14: Of course, no one is talking about Kool-Aid. “Drinking Kool-Aid” means total acceptance and belief in someone else’s incorrect (and foolish or evil) vision. It is a reference to the Jonestown massacre, where 900 people died by deliberately drinking Kool-Aid which they knew was poisoned with cyanide. James Levy is being ironic: He does NOT think his vision is foolish, but he knows that to some people it looks that way.