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Classification

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... a concept, and see how close it is to the concept. Prototype ... Tangible things: Cars, telemetry data, pressure sensors. Roles: Mother, teacher, politician ... – PowerPoint PPT presentation

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Title: Classification


1
Classification
2
  • Classification is hard.
  • How do you decide what is important?
  • What is important for animals? Why pick those
    characteristics? (Maybe those are important for
    some purposes, though.)
  • What about chemicals?

3
Identifying Classes and Objects
  • Classical categorization
  • Conceptual clustering
  • Prototype theory

4
Classical Categorization
  • All entitities that have a given property or
    collection of properties in common form a
    category.
  • Necessary and sufficient properties.

5
Conceptual Clustering
  • Create a concept, and see how close it is to the
    concept.

6
Prototype theory
  • How closely does it resemble a set of prototype
    objects.

7
Approaches to Analysis
  • Classical Approaches
  • Shlaer and Mellor
  • Tangible things Cars, telemetry data, pressure
    sensors
  • Roles Mother, teacher, politician
  • Events Landing, interrupt, request
  • Interactions Loan, meeting, intersection

8
  • Database modeling perspective
  • People Humans who carry out some function
  • Places Areas set aside for people or things
  • Things Physcial objects, or groups of objects,
    that are tangible
  • Organizations Formally organized collections of
    people, resources, facilities, and capabilities
    having a defined mission, whose existence is
    largely independent of individuals
  • Concepts Principles or ideas not tangble per se
    used to organize or keep track of business
    activities and/or communications
  • Events Things that happen, usually to something
    else at a given date and time, or as steps in an
    ordered sequence

9
  • Coad and Yourdon
  • Structure Is a and part of relationships
  • Other systems External systems with which the
    application interacts
  • Devices Devices with which the application
    interacts
  • Events remembered A historical event that must
    be recorded
  • Roles played the different roles users play in
    interacting with the application
  • Locations Physical locations, offices, and sites
    important to the application
  • Organizational units Groups to which the users
    belong

10
Use Case Analysis
  • The design is good if it fits the use cases.
  • Compile a set of scenarios.
  • Step through them.
  • CRC Cards
  • Class/Responsibilities/Collaborators
  • Used to help record the use case analysis
  • Can spread them on a table, etc.

11
UML
  • What is the point of a notation?
  • What does a layering diagram mean?

12
Multiple Views
  • There is a single system design, but no single
    diagram of it serves to capture all the essence.
  • You can think of it as an object that requires
    multiple camera angles to capture all of it.

13
Types of Diagrams
  • Structure diagrams
  • Package diagram
  • Class diagram
  • Component diagram
  • Deployment diagram
  • Object diagram
  • Composite structure diagram
  • Use dase diagram
  • Activity diagram
  • State machine diagram
  • Interaction diagram
  • Sequence diagram
  • Communication diagram
  • Interaction overview diagram
  • Timing diagram

14
Use In Practice
  • Let it be driven by your needs.
  • No need to diagram for the sake of diagramming.
  • How do you know you need one?
  • Do not need to be too rigid about it, the point
    is communication, to others and also to yourself.

15
Conceptual, Logical, Physical Models
  • Conceptual model is in the problem domain.
  • Logical model is implementable, but not specific
    to a language, contains key abstractions.
  • Physical model is specific to the programming
    language.

16
Package Diagram
  • Can be used to organize classes, also use cases.

HydroponicsGardeningSystem
Planning
Greenhouse
17
  • Public Visible outside of the package
  • Private Visible only inside the package

Planning
GardeningPlan
-PlanAnalyst
18
  • Dependency relationship
  • Use an arrow
  • Can aggregate if we go up.
  • Draw
  • Can be a import or access.

19
HydroponicsGardeningSystem
Planning
imports
access
imports
20
Component Diagrams
  • A component diagram drills down one level from
    the package diagram.
  • A component.
  • Multiple components being connected.
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