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Pros and cons
of different modeling
techniques
A bbc2020 Practitioner's Chat
Abstract
• Is modeling our business operations and strategies still relevant in a world
where work transformation and digital transformation needs to happen
“now”? Transformation is at the forefront of every executive from every
industry, and time is of essence to ensure the survival or re-invention of
their organizations.
• Join us to discuss the relevancy of business modeling and the pros and
cons of different modeling techniques. Is modeling still relevant in such a
fast track? If so why, where and how?
Agenda
• Short intro presentation
• Question led discussion
But what are models?
• Broadly speaking we use the term “model” to refer to any structured
knowledge that accurately reflects – and helps us to make sense of – the
world.
• Models exist both internally as “mental models” and externally as
“cognitive artifacts”.
• Cognitive artifacts can take many forms: written texts, spoken stories,
graphs, diagrams, pictures, videos, spreadsheets, equations, computer-
simulations, etc.
• While these different kinds of models vary greatly in their form and
function, they all share certain desirable properties.
Models
The
World
?
Mental
Model
The
Model
The
Future
Predictions
ConfirmationMeasurements Modeling
Modeling Fundamentals
Abstraction
• The suppression of irrelevant details
(De)composition
• Model composites and their components
Separation of Concerns (SoC)
• Identify, encapsulate, and manipulate as independently as
possible those parts of the model that are relevant to a particular
concern.
Separation of Duty (Control) (SoD)
• The attribution of authority over process and activities and their
evolution
Point of View and Projection
• Different depictions (diagrams) of the model or involving the
model to provide a more complete picture
Informative
Imparting knowledge,
Instructing,
Interpreting,
Enlightening
Descriptive
Serving to describe or
characterize by
description, Supports
interpretation
Prescriptive
Giving instructions,
Being directive
(Flexible guidance vs
Strict enforcement)
Visualizing
Call for actions,
Interaction &
commitment,
Customized view
Structuring /
Analyzing
Structuring the
process, Allocating
resources, Estimating,
Improving,
Optimizing
Enacting /
Automating
Monitoring
commitment,
Assessing progress,
Controlling
compliance
Diagramming Modeling
Unique
Behavior
Uniform
Interpretation
Model with a Purpose
If your goal is:
Aim to be:
Modeling for Deciding and Acting
Gartner
“Essentially,
all models are wrong,
but some are useful.”
George E. P. Box
Modeling Recommendations
• Model with a Purpose
• The Right Model for the Right Goal
• The Right Answer to the Right Question
• Make use of Standards
• Ensures universality
• Ensures portability
• Ensure perennity
Now let’s discuss!
Are models?(Pick one)
• a Mean to an End
• an Asset to be Managed
How often do you model?(Pick one)
• Every day
• Once a week
• Once a month
• Once a quarter
• Once a year
What do you do use modeling for?(Pick any)
• Business Architecture/Management
• Process Architecture/Management
• Decision Architecture/Management
• System Architecture/Management
• Technology Architecture/Management
When modeling, a diagram is enough?(Pick one)
• Strongly agree
• Agree
• Undecided
• Disagree
• Strongly disagree
What value do you get from modeling?(Pick any)
• Reach faster agreement on the “as is” and “to be” state of affairs
through unambiguous models
• Encourage stakeholder participation through graphically
expressive notations
• Facilitate the analysis and improvement of operations
• Create a library of models to onboard new employees, partners,
or clients
What is the purpose of your modeling effort(s)?(Pick any)
• Specifying requirements
• Documenting the way things are done
• Visualizing complex situations
• Analysing a situation
• Predicting outcomes
• Automating operations
Modeling notations are too complex?(Pick one)
• Strongly agree
• Agree
• Undecided
• Disagree
• Strongly disagree
Which modeling notation do you use?(Pick any)
• Business Process Model and Notation (BPMN)
• Case Management Model and Notation (CMMN)
• Decision Model and Notation (DMN)
• Archimate
• UML
• SysML
• Others
Modeling tools are too complex?(Pick one)
• Strongly agree
• Agree
• Undecided
• Disagree
• Strongly disagree
dgagne@tirostech.com
Thanks!
Bonus Slides
Model Desired Properties
Model Desired Property: Salience
The
World
?
Mental
Model
The
Model
The
Future
Salient : Since no model can represent everything, it must
selectively represent those things most relevant to the task at
hand.
Model Desired Property: Accuracy
The
World
?
Mental
Model
The
Model
The
Future
= =
Accurate : The model should precisely encode the actual state
of affairs and not an erroneous or biased view.
Model Desired Property: Completeness
The
World
?
Mental
Model
The
Model
The
Future
Complete yet Parsimonious : The model should be as simple as
possible, but no simpler.
It should concisely capture all the relevant dimensions of the
problem without squeezing out the opportunity for insight
Model Desired Property: Simplicity
The
World
?
Mental
Model
The
Model
The
Future
Simple Understandable : Once we perceive the model we
must be able to make sense of it; it shouldn't be too
complicated or unfamiliar for us to understand.
Model Desired Property: Coherence
The
World
?
Mental
Model
The
Model
The
Future
Coherent : Models do not exist in isolation but in interlocking
systems, thus any particular model should be coherent with
other related models.
Model Desired Property: Flexibility
The
World
?
Mental
Model
The
Model
The
Future
Flexible : they should be open to recursive revision to reflect
new data, our growing understanding, or our evolving needs.
Model Ultimate Property: Usefulness
The
World
?
Mental
Model
The
Model
The
Future
Purpose &
Context
Useful
Useful : Usefulness is the sum of the above properties and the
degree to which they combine to promote understanding and
effective action. It is important to note that the most accurate,
or the most complete, or the most elegant model is not
necessarily the most useful. All models are incomplete. All
models a compromise. The model maker's art lies in making
those shrewd trade-offs that will render the model most useful
to the problem at hand.

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Pros and Cons of Different Modeling Techniques Denis Gagne

  • 1. Pros and cons of different modeling techniques A bbc2020 Practitioner's Chat
  • 2. Abstract • Is modeling our business operations and strategies still relevant in a world where work transformation and digital transformation needs to happen “now”? Transformation is at the forefront of every executive from every industry, and time is of essence to ensure the survival or re-invention of their organizations. • Join us to discuss the relevancy of business modeling and the pros and cons of different modeling techniques. Is modeling still relevant in such a fast track? If so why, where and how?
  • 3. Agenda • Short intro presentation • Question led discussion
  • 4. But what are models? • Broadly speaking we use the term “model” to refer to any structured knowledge that accurately reflects – and helps us to make sense of – the world. • Models exist both internally as “mental models” and externally as “cognitive artifacts”. • Cognitive artifacts can take many forms: written texts, spoken stories, graphs, diagrams, pictures, videos, spreadsheets, equations, computer- simulations, etc. • While these different kinds of models vary greatly in their form and function, they all share certain desirable properties.
  • 6. Modeling Fundamentals Abstraction • The suppression of irrelevant details (De)composition • Model composites and their components Separation of Concerns (SoC) • Identify, encapsulate, and manipulate as independently as possible those parts of the model that are relevant to a particular concern. Separation of Duty (Control) (SoD) • The attribution of authority over process and activities and their evolution Point of View and Projection • Different depictions (diagrams) of the model or involving the model to provide a more complete picture
  • 7. Informative Imparting knowledge, Instructing, Interpreting, Enlightening Descriptive Serving to describe or characterize by description, Supports interpretation Prescriptive Giving instructions, Being directive (Flexible guidance vs Strict enforcement) Visualizing Call for actions, Interaction & commitment, Customized view Structuring / Analyzing Structuring the process, Allocating resources, Estimating, Improving, Optimizing Enacting / Automating Monitoring commitment, Assessing progress, Controlling compliance Diagramming Modeling Unique Behavior Uniform Interpretation Model with a Purpose If your goal is: Aim to be:
  • 8. Modeling for Deciding and Acting Gartner
  • 9. “Essentially, all models are wrong, but some are useful.” George E. P. Box
  • 10. Modeling Recommendations • Model with a Purpose • The Right Model for the Right Goal • The Right Answer to the Right Question • Make use of Standards • Ensures universality • Ensures portability • Ensure perennity
  • 12. Are models?(Pick one) • a Mean to an End • an Asset to be Managed
  • 13. How often do you model?(Pick one) • Every day • Once a week • Once a month • Once a quarter • Once a year
  • 14. What do you do use modeling for?(Pick any) • Business Architecture/Management • Process Architecture/Management • Decision Architecture/Management • System Architecture/Management • Technology Architecture/Management
  • 15. When modeling, a diagram is enough?(Pick one) • Strongly agree • Agree • Undecided • Disagree • Strongly disagree
  • 16. What value do you get from modeling?(Pick any) • Reach faster agreement on the “as is” and “to be” state of affairs through unambiguous models • Encourage stakeholder participation through graphically expressive notations • Facilitate the analysis and improvement of operations • Create a library of models to onboard new employees, partners, or clients
  • 17. What is the purpose of your modeling effort(s)?(Pick any) • Specifying requirements • Documenting the way things are done • Visualizing complex situations • Analysing a situation • Predicting outcomes • Automating operations
  • 18. Modeling notations are too complex?(Pick one) • Strongly agree • Agree • Undecided • Disagree • Strongly disagree
  • 19. Which modeling notation do you use?(Pick any) • Business Process Model and Notation (BPMN) • Case Management Model and Notation (CMMN) • Decision Model and Notation (DMN) • Archimate • UML • SysML • Others
  • 20. Modeling tools are too complex?(Pick one) • Strongly agree • Agree • Undecided • Disagree • Strongly disagree
  • 23. Model Desired Property: Salience The World ? Mental Model The Model The Future Salient : Since no model can represent everything, it must selectively represent those things most relevant to the task at hand.
  • 24. Model Desired Property: Accuracy The World ? Mental Model The Model The Future = = Accurate : The model should precisely encode the actual state of affairs and not an erroneous or biased view.
  • 25. Model Desired Property: Completeness The World ? Mental Model The Model The Future Complete yet Parsimonious : The model should be as simple as possible, but no simpler. It should concisely capture all the relevant dimensions of the problem without squeezing out the opportunity for insight
  • 26. Model Desired Property: Simplicity The World ? Mental Model The Model The Future Simple Understandable : Once we perceive the model we must be able to make sense of it; it shouldn't be too complicated or unfamiliar for us to understand.
  • 27. Model Desired Property: Coherence The World ? Mental Model The Model The Future Coherent : Models do not exist in isolation but in interlocking systems, thus any particular model should be coherent with other related models.
  • 28. Model Desired Property: Flexibility The World ? Mental Model The Model The Future Flexible : they should be open to recursive revision to reflect new data, our growing understanding, or our evolving needs.
  • 29. Model Ultimate Property: Usefulness The World ? Mental Model The Model The Future Purpose & Context Useful Useful : Usefulness is the sum of the above properties and the degree to which they combine to promote understanding and effective action. It is important to note that the most accurate, or the most complete, or the most elegant model is not necessarily the most useful. All models are incomplete. All models a compromise. The model maker's art lies in making those shrewd trade-offs that will render the model most useful to the problem at hand.