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Ontology as a Branch
   of Philosophy

   Barry Smith
A brief history of ontology
    Aristotle (384 BC – 322 BC)
    Realist theory of categories
    Intelligible universals extending across
    all domains
    Central role of organisms

    Medieval scholastics: Aquinas, Scotus,
    Ockham, … (1200 – 1600)
    Aristotelianism as philosophia perennis
    Common panscientific ontology and
    controlled vocabulary (Latin)
                                           2
A brief history of ontology
    Descartes (1596 – 1650)
    Sceptical doubt initiates subversion of
    metaphysics, rise of epistemology
    Central role of mind
    Dualism of mind and matter

    Kant (1724 – 1804)
    Reality is unknowable
    Metaphysics is impossible
    We can only know the quasi-fictional
    domains which we ourselves create         3
A brief history of ontology
    Brentano (1838 – 1917)
    Rediscovery of Aristotle
    Methods of philosophy and of science
    are one and the same

    Husserl (1859 – 1938)
    Inventor of formal ontology as a
    discipline distinct from formal logic
    Showed how philosophy and science
    had become detached from the ‘life
    world’ of ordinary experience
                                            4
The Four Phases of Philosophy




    rapid    practical   scepticism   mysticism
  progress   interest
                                                  5
First Cycle




Thales to   Stoicism and    Pyrrho,    Neo-Pythagoreans,
Aristotle   Epicureanism   Eclectics    Neo-Platonists
                                                      6
Second Cycle




 up to    Scotism    Ockham,        Lull,
Aquinas             Nominalists   Nicholas of Cusa
                                                 7
Third Cycle




Bacon,   Rationalists   Hume,    Berkeley, Kant
Locke                   Reid    German Idealism
                                                  8
A brief history of ontology
    Wittgenstein 1 (ca. 1910 – 1918)
    Author of Tractatus
    Bases ontology on formal logic in
    reductionistic atomism

    Vienna Circle (1922 – ca. 1938)
    Schlick, Neurath, Gödel, Carnap, Gustav
    Bergmann …
    Centrality of logic to philosophy
    Construction of philosophy from either
    physics or sensations as base
                                        9
A brief history of ontology
   Wittgenstein 2 (ca. 1930 – 1951)
   Centrality of language and of language
   games
   Metaphysics = language goes on holiday

   British Ordinary Language philosophy
   Philosophical problems to be solved by
   the study of the workings of language
   Speech Act Theory (J. L. Austin, 1911-
   1960)

                                        10
A brief history of ontology
    Quine (ca. 1930 – 1951)
    Ontological commitment (study not:
    what there is, but: what sciences believe
    there is when logically formalized)

    Analytical metaphysics (from ca. 1980):
    Chisholm, Lewis, Armstrong, Fine,
    Lowe, … beginnings of a rediscovery of
    metaphysics as first philosophy

    What next?
                                          11
Fourth Cycle (Continental)




 Brentano       Husserl   Heidegger   Derrida and
Polish School                         the French
                                                    12
Fourth Cycle (Analytical)




   Frege         Vienna Circle Wittgenstein 2 Rorty
Wittgenstein 1                    Quine
  Russell                                             13
Each cycle begins with rediscovery of
    Aristotle and a new theoretical orientation




From the 3rd cycle marked
by invention of new disciplines
3. Empirical natural science
4. Psychology, logic

                                                  14
Fifth Cycle




Analytical Metaphysics     Ontology
Rediscovery of Aristotle




                                      15
An example of a practical problem

Increasingly, publishers are exploring ways to tag
scientific literature in ways designed to make their
contents more easily accessible to computers

For maximal effect, a single set of terms should be
used for tagging all literature published in a given
domain

How do we select the set of terms (‘ontology’) for
each domain?
                                                       16
from: http://www.ploscompbiol.org/doi/pcbi.1000361




                                                     17
http://www.biocurator.org



                            18
19
Most successful ontology venture thus far


  $100 mill. invested in literature and database
  curation using the Gene Ontology (GO)
  over 11 million annotations relating gene
  products (proteins) described in the UniProt,
  Ensembl and other databases to terms in the
  GO



                                               20
GO provides a controlled system of
representations for use in annotating
      data and literature that is

 • multi-species
 • multi-disciplinary
 • multi-granularity, from molecules
   to population

                                   21
22
The GO and its sister ontologies
 are structured representations of
 the domains of molecules, cells,
 diseases ... which can be used by
 researchers in many different
 disciplines who are focused on
 one and the same biological
 reality
                                 23
The goal: virtual science
 • consistent (non-redundant) annotation
 • cumulative (additive) annotation
yielding, by incremental steps, a virtual
map of the entirety of reality that is
accessible to computational reasoning




                                            24
This goal is realizable if we have a
  common ontology framework
 data is retrievable
 data is comparable
 data is integratable
only to the degree that it is annotated
using a common controlled vocabulary
– compare the role of seconds,
meters, kilograms … in unifying
science
                                     25
To achieve this end we have to engage
     in something like philosophy




  is this the right way to organize the top level of this
  portion of the GO?
  how does the top level of this ontology relate to
  the top levels of other, neighboring ontologies?          26
Aristotle’s Metaphysics
The world is organized via
types/universals/categories which are
hierarchically organized




                                    27
This holds, too, of the biological world
                                           28
Porphyrian Hierarchy




                       29
Linnaean Hierarchy




                     30
From Species to Genera




                animal




         bird




canary

                                                  31
From Species to Genera



                                                   has skin
                                                   eats
                     animal
                                                   breathes
                                                   moves




                        has wings
          bird          can fly
                        has feathers




canary   can sing
         is yellow
                          species-genus hierarchy
                          as inference machine
                                                              32
From Species to Genera



                                                   has skin
                                                   eats
                     animal
                                                   breathes
                                                   moves




                        has wings
                                                              has fins
          bird          can fly                    fish       can swim
                        has feathers                          has gills




canary   can sing
         is yellow

                                                                      33
From Species to Genera




                                                             has skin
                                                             eats
                                  animal
                                                             breathes
                                                             moves



                                              has wings
             bird                             can fly
                                              has feathers



  X      can sing
canary   is yellow
                     species-genus hierarchy
                     as inference machine
                                                                  34
Question: Why are species-
genus hierarchies good ways to
represent the world for purposes
of reasoning?

Answer: They capture the way the
world is (Aristotelian realism)


                                   35
Transcription is_a biological process
Transcription part_of gene expression   36
Species-genus trees can be
represented also as map-like
partitions

If Aristotelian realism is right, then
such partitions, when correctly
built are transparent to the reality
beyond
                                         37
From Species to Genera




                             animal




         bird




canary



                                         38
From Species to Genera




                        animal


              bird


canary




                                 39
Alberti’s Grid
   c.1450
           40
Ontologies:
 windows on
the universals
   in reality
           41
as through a transparent grid
        Artist’s Grid

                            42
Species-Genera as Map/Partition




                                           animal

         bird                                   fish




canary
              ostrich


                                                       43
species,
                                     substance
genera
                              organism

                         animal

                mammal

          cat

                                         frog
siamese



instances
                                                 44
Aristotle’s Metaphysics is focused on
objects (things, substances, organisms)

The most important universals in his
ontology are substance universals

      cow man rock planet

which pertain to what a thing is at all
times at which it exists
                                          45
For Aristotle, the world
contains also accidents
which pertain to how a thing is at
some time at which it exists:

      red hot suntanned spinning

= what holds of a substance per accidens

                                       46
Accidents, too, instantiate
genera and species

  Thus accidents, too, form trees of
  greater and lesser generality




                                       47
Accidents: Species and instances




                                                       quality

                                             color


                    red

         scarlet

   R232, G54, B24


this individual accident of redness
      (this token redness – here, now)
                                                                 48
Nine Accidental Categories
 quid?            substance
 quantum?         quantity
 quale?           quality
 ad quid?         relation
 ubi?             place
 quando?          time
 in quo situ?     status/context
 in quo habitu?   habitus
 quid agit?       action
 quid patitur?    passion
                                   49
Substances are the bearers of
         accidents
         hunger


  John
                       = relations of inherence
            (one-sided existential dependence)




                                            50
Aristotle 1.0
an ontology recognizing:
    substance tokens
    accident tokens
    substance types
    accident types


                           51
Aristotle’s Ontological Square
                   Substantial      Accidental
               Second substance Second accident
  Universal


                 man              headache
                 cat              sun-tan
                 ox               dread
               First substance  First accident
  Particular




                 this man         this headache
                 this cat         this sun-tan
                 this ox          this dread
                                                  52
Some philosophers accept only
  part of this four category
           ontology




                                53
Standard Predicate Logic – F(a), R(a,b) ...
                      Substantial       Accidental
                                    Attributes
    Universal


                                       F, G, R



                 Individuals
    Particular




                   a, b, c
                   this, that

                                                     54
Bicategorial Nominalism
Universal        Substantial       Accidental




             First substance   First accident
Particular




               this man          this headache
               this cat          this sun-tan
               this ox           this dread
                                                 55
Process Metaphysics
Universal        Substantial       Accidental




                                   Events
Particular




                                  Processes
                               “Everything is flux”

                                                      56
In fact however we need more
than the ontological square

Not everything in reality is
either a substance or an
accident


                               57
Positive and negative parts

                           negative
                           part
                           or hole
                          (not made
positive                   of matter)
part
(made of matter)
                                  58
Shoes




        59
Pipe




       60
Niches, environments are holes




                             61
Places are holes




                   62
Places are holes




                   63
Nine Accidental Categories
 quid?            substance
 quantum?         quantity
 quale?           quality
 ad quid?         relation
 ubi?             place
 quando?          time
 in quo situ?     status/context
 in quo habitu?   habitus
 quid agit?       action
 quid patitur?    passion
                                   64
Places




For Aristotle the place of a substance is
the interior boundary of the surrounding
body
(for example the interior boundary of the
surrounding water where it meets a fish’s
skin)

For holes, we need an extension of
Aristotle’s metaphysics
                                        65
A hole in the ground
Solid physical boundaries at the floor
and walls

but with a lid that is not made of matter:




    hole
                                             66
Holes involve two kinds of
         boundaries
bona fide boundaries which exist
independently of our demarcating acts

fiat boundaries which exist only because
we put them there



                                           67
Examples
of bona fide boundaries:
an animal’s skin, the surface of the planet

of fiat boundaries:
the boundaries of postal districts and census
  tracts


                                              68
Mountain
bona fide upper boundaries
with a fiat base:




                             69
where does the mountain start ?




     ... a mountain is not a substance
                                     70
Cerebral Cortex




                  71
Aristotle 1.5
an ontology of
  substances + accidents
  + holes (and other
  entities not made of matter)
  + fiat and bona fide boundaries
  + artefacts and environments


                                    72
Question
How do those parts and dimensions of
reality which we encounter in our everyday
experience relate to those parts and
dimensions of reality which are studied by
science?




                                         73
Aristotle 2010
scientific realism coupled with
realism about the everyday world




                                   74
animal
                           Universe/Periodic Table




                          fish
                                                     folk biology
            bird


   canary
            ostrich




partition of DNA space


                                                                    75
animal
                          Universe/Periodic Table




                         fish
           bird


  canary
           ostrich




both are transparent
partitions of one and the
same reality

                                                    76
An organism is a totality of atoms

An organism is a totality of molecules

An organism is a totality of cells

An organism is a single unitary substance

... all of these express veridical partitions

                                            77
Multiple transparent partitions
at different levels of granularity

operating with species-genus hierarchies
and with an ontology of substances and
accidents along the lines described by
Aristotle

substances and accidents reappear in the
microscopic and macroscopic worlds of e.g.
of chemistry and evolutionary biology
                                           78
we do not assert
that every level of granularity is structured in
  substance-accident form -- perhaps there
  are pure process levels, perhaps there are
  levels structured as fields




                                               79
Perspectivalism
                 Perspectivalism




Different partitions may represent cuts
through the same reality which are
skew to each other
Not all need be structured in substance-
accident terms – perhaps there are
pure process levels, perhaps there are
levels structured as fields
                                      80
Periodic Table




                 81
82
Scientific partitions like the Periodic
Table or the Gene Ontology
are transparent to the hierarchical order of
an associated domain of objects
they capture reality at different levels of
granularity
cellular constituents are visible to the GO,
molecular constituents not


                                               83
Perspectivalism




Perspectivalism
Different partitions may represent
cuts through the same reality which
are skew to each other

Different partitions may capture
reality in ways which involve
different degrees of vagueness
                                      84
From Species to Genera



                                                   has skin
                                                   eats
                     animal
                                                   breathes
                                                   moves




                        has wings
                                                              has fins
          bird          can fly                    fish       can swim
                        has feathers                          has gills




canary   can sing
         is yellow

                                                                      85
From Species to Genera



                                                       has skin
                                                        eats
                     animal
                                                        breathes
                                                        moves




                        has wings
                                                                          has fins
          bird          can fly                        fish               can swim
                        has feathers                                      has gills




         can sing
                        y                            has long thin legs
canary                 ostrich                       is tall
         is yellow
                                                     can‘t fly

                                                                                  86
From Species to Genera



                                                       has skin
                                                        eats
                     animal
                                                        breathes
                                                        moves




                        has wings
                                                                          has fins
          bird          can fly                        fish               can swim
                        has feathers                                      has gills




         can sing
                        y                            has long thin legs
canary                 ostrich                       is tall
         is yellow
                                                     can’t fly

                                                                                  87
Theory of vagueness




How can                       -based
conceptualizations be transparent,
if the world is shaped like this


                                         ?



                                             88
Observe that no such problems
arise for the closed worlds
constructed in information
systems
hierarchies as reasoning tools work very
well for the closed worlds of database
engineers


                                           89
whether a file is in a given folder on your
hard-drive is completely determinate:




                                              90
Dewey Decimal Classification




                               91
Dewey Decimal Classification (Detail)




                                        92
No borderline cases in the
closed world of a database
Every book is assigned a determinate
Dewey Classification Number at birth

           111.560xxx



             this yields a classification
             that is completely crisp
                                       93
... and always up-to-date
To be a book = to have a reference
number in the Catalogue System

Each of the ontologies produced by
ontological engineers deals with objects
which are constructed (Kant would say
“constituted”) by the database itself


                                           94
Kant




       95
Sharpness of database reality
vs. vagueness of flesh and
blood reality
How to deal with the problem
of vagueness of our representations?

How to create adequate representations
beyond the quasi-Kantian realm of database
engineers
                                         96
Kantian Constructivism
There are no species-genus hierarchies in
reality unless we put them there

The world – insofar as it is accessible to
us through our concepts at all – is a closed
system tailored by us to fit those concepts



                                          97
Kantianism seems to work
very well for the closed worlds
of database environments
There Midas-touch epistemology is
appropriate

If our database recognizes only two
genders, then the world represented in
the database is a world in which there
are only two genders
                                         98
hard vs. soft categories




Kantianism: we constitute/shape
(empirical) reality in such a way that it
corresponds to our categories

Aristotelianism: reality in itself is
messy, but our categories fit
nonetheless


                                            99
For Aristotelians

when we apply general terms to reality we
are aware that we may have to deal with
an opposition
... between standard or focal or
prototypical instances of the
corresponding universals
... and non-standard or ‘fringe’ instances

                                         100
Natural categories have borderline cases




                sparrow


                          ostrich

                  birds
                                           101
... they have a kernel/penumbra structure


        penumbra of borderline cases



                 kernel of focal
                   instances




                                            102
Species Genera as Tree




                animal




         bird                                 fish




canary            ostrich

                                                     103
Species-Genera as Map/Partition




                                           animal

         bird                                   fish




canary
              ostrich


                                                       104
animal

                              fish
         bird




canary

           ostrich

                                     105
Coarse-grained Partition

what happens when
a fringe instance arises ?




                             106
Aristotle 2010
you seek to find a finer grained partition
which will recognize the phenomenon in
question and allow an explanation of
why it deviates from the prototype




                                             107
The advance of science

 is not an advance away from Aristotle
 towards something better.
 Provided Aristotle is interpreted aright, it
 is a rigorous demonstration of the
 correctness of his ontological approach



                                                108
Kantianism
each partition gives only a partial view (no
complete map) of any reality beyond
and thus it gives a distorted view

– we can only really know what we
ourselves have constructed



                                           109
For the Aristotelian, there are
   two sorts of partitions:
 those which relate merely to a created,
 surrogate world (Library of Congress
 Catalog)

 those which are transparent to some
 independent reality beyond (Gene
 Ontology)
                                           110
Concepts vs. categories
on the Kantian reading species are
concepts, which we bring to reality

on the Aristotelian reading the world itself
exhibits a species-genus structure
independently of how we conceive it and
we do our best to map this structure in our
representations

                                           111
Basic Formal Ontology (BFO)

                           Occurrent
       Continuant
                           (Process)




Independent   Dependent
 Continuant   Continuant




..... ..... ........                   112

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Ontology as a Branch of Philosophy

  • 1. Ontology as a Branch of Philosophy Barry Smith
  • 2. A brief history of ontology Aristotle (384 BC – 322 BC) Realist theory of categories Intelligible universals extending across all domains Central role of organisms Medieval scholastics: Aquinas, Scotus, Ockham, … (1200 – 1600) Aristotelianism as philosophia perennis Common panscientific ontology and controlled vocabulary (Latin) 2
  • 3. A brief history of ontology Descartes (1596 – 1650) Sceptical doubt initiates subversion of metaphysics, rise of epistemology Central role of mind Dualism of mind and matter Kant (1724 – 1804) Reality is unknowable Metaphysics is impossible We can only know the quasi-fictional domains which we ourselves create 3
  • 4. A brief history of ontology Brentano (1838 – 1917) Rediscovery of Aristotle Methods of philosophy and of science are one and the same Husserl (1859 – 1938) Inventor of formal ontology as a discipline distinct from formal logic Showed how philosophy and science had become detached from the ‘life world’ of ordinary experience 4
  • 5. The Four Phases of Philosophy rapid practical scepticism mysticism progress interest 5
  • 6. First Cycle Thales to Stoicism and Pyrrho, Neo-Pythagoreans, Aristotle Epicureanism Eclectics Neo-Platonists 6
  • 7. Second Cycle up to Scotism Ockham, Lull, Aquinas Nominalists Nicholas of Cusa 7
  • 8. Third Cycle Bacon, Rationalists Hume, Berkeley, Kant Locke Reid German Idealism 8
  • 9. A brief history of ontology Wittgenstein 1 (ca. 1910 – 1918) Author of Tractatus Bases ontology on formal logic in reductionistic atomism Vienna Circle (1922 – ca. 1938) Schlick, Neurath, Gödel, Carnap, Gustav Bergmann … Centrality of logic to philosophy Construction of philosophy from either physics or sensations as base 9
  • 10. A brief history of ontology Wittgenstein 2 (ca. 1930 – 1951) Centrality of language and of language games Metaphysics = language goes on holiday British Ordinary Language philosophy Philosophical problems to be solved by the study of the workings of language Speech Act Theory (J. L. Austin, 1911- 1960) 10
  • 11. A brief history of ontology Quine (ca. 1930 – 1951) Ontological commitment (study not: what there is, but: what sciences believe there is when logically formalized) Analytical metaphysics (from ca. 1980): Chisholm, Lewis, Armstrong, Fine, Lowe, … beginnings of a rediscovery of metaphysics as first philosophy What next? 11
  • 12. Fourth Cycle (Continental) Brentano Husserl Heidegger Derrida and Polish School the French 12
  • 13. Fourth Cycle (Analytical) Frege Vienna Circle Wittgenstein 2 Rorty Wittgenstein 1 Quine Russell 13
  • 14. Each cycle begins with rediscovery of Aristotle and a new theoretical orientation From the 3rd cycle marked by invention of new disciplines 3. Empirical natural science 4. Psychology, logic 14
  • 15. Fifth Cycle Analytical Metaphysics Ontology Rediscovery of Aristotle 15
  • 16. An example of a practical problem Increasingly, publishers are exploring ways to tag scientific literature in ways designed to make their contents more easily accessible to computers For maximal effect, a single set of terms should be used for tagging all literature published in a given domain How do we select the set of terms (‘ontology’) for each domain? 16
  • 19. 19
  • 20. Most successful ontology venture thus far $100 mill. invested in literature and database curation using the Gene Ontology (GO) over 11 million annotations relating gene products (proteins) described in the UniProt, Ensembl and other databases to terms in the GO 20
  • 21. GO provides a controlled system of representations for use in annotating data and literature that is • multi-species • multi-disciplinary • multi-granularity, from molecules to population 21
  • 22. 22
  • 23. The GO and its sister ontologies are structured representations of the domains of molecules, cells, diseases ... which can be used by researchers in many different disciplines who are focused on one and the same biological reality 23
  • 24. The goal: virtual science • consistent (non-redundant) annotation • cumulative (additive) annotation yielding, by incremental steps, a virtual map of the entirety of reality that is accessible to computational reasoning 24
  • 25. This goal is realizable if we have a common ontology framework data is retrievable data is comparable data is integratable only to the degree that it is annotated using a common controlled vocabulary – compare the role of seconds, meters, kilograms … in unifying science 25
  • 26. To achieve this end we have to engage in something like philosophy is this the right way to organize the top level of this portion of the GO? how does the top level of this ontology relate to the top levels of other, neighboring ontologies? 26
  • 27. Aristotle’s Metaphysics The world is organized via types/universals/categories which are hierarchically organized 27
  • 28. This holds, too, of the biological world 28
  • 31. From Species to Genera animal bird canary 31
  • 32. From Species to Genera has skin eats animal breathes moves has wings bird can fly has feathers canary can sing is yellow species-genus hierarchy as inference machine 32
  • 33. From Species to Genera has skin eats animal breathes moves has wings has fins bird can fly fish can swim has feathers has gills canary can sing is yellow 33
  • 34. From Species to Genera has skin eats animal breathes moves has wings bird can fly has feathers X can sing canary is yellow species-genus hierarchy as inference machine 34
  • 35. Question: Why are species- genus hierarchies good ways to represent the world for purposes of reasoning? Answer: They capture the way the world is (Aristotelian realism) 35
  • 36. Transcription is_a biological process Transcription part_of gene expression 36
  • 37. Species-genus trees can be represented also as map-like partitions If Aristotelian realism is right, then such partitions, when correctly built are transparent to the reality beyond 37
  • 38. From Species to Genera animal bird canary 38
  • 39. From Species to Genera animal bird canary 39
  • 40. Alberti’s Grid c.1450 40
  • 41. Ontologies: windows on the universals in reality 41
  • 42. as through a transparent grid Artist’s Grid 42
  • 43. Species-Genera as Map/Partition animal bird fish canary ostrich 43
  • 44. species, substance genera organism animal mammal cat frog siamese instances 44
  • 45. Aristotle’s Metaphysics is focused on objects (things, substances, organisms) The most important universals in his ontology are substance universals cow man rock planet which pertain to what a thing is at all times at which it exists 45
  • 46. For Aristotle, the world contains also accidents which pertain to how a thing is at some time at which it exists: red hot suntanned spinning = what holds of a substance per accidens 46
  • 47. Accidents, too, instantiate genera and species Thus accidents, too, form trees of greater and lesser generality 47
  • 48. Accidents: Species and instances quality color red scarlet R232, G54, B24 this individual accident of redness (this token redness – here, now) 48
  • 49. Nine Accidental Categories quid? substance quantum? quantity quale? quality ad quid? relation ubi? place quando? time in quo situ? status/context in quo habitu? habitus quid agit? action quid patitur? passion 49
  • 50. Substances are the bearers of accidents hunger John = relations of inherence (one-sided existential dependence) 50
  • 51. Aristotle 1.0 an ontology recognizing: substance tokens accident tokens substance types accident types 51
  • 52. Aristotle’s Ontological Square Substantial Accidental Second substance Second accident Universal man headache cat sun-tan ox dread First substance First accident Particular this man this headache this cat this sun-tan this ox this dread 52
  • 53. Some philosophers accept only part of this four category ontology 53
  • 54. Standard Predicate Logic – F(a), R(a,b) ... Substantial Accidental Attributes Universal F, G, R Individuals Particular a, b, c this, that 54
  • 55. Bicategorial Nominalism Universal Substantial Accidental First substance First accident Particular this man this headache this cat this sun-tan this ox this dread 55
  • 56. Process Metaphysics Universal Substantial Accidental Events Particular Processes “Everything is flux” 56
  • 57. In fact however we need more than the ontological square Not everything in reality is either a substance or an accident 57
  • 58. Positive and negative parts negative part or hole (not made positive of matter) part (made of matter) 58
  • 59. Shoes 59
  • 60. Pipe 60
  • 64. Nine Accidental Categories quid? substance quantum? quantity quale? quality ad quid? relation ubi? place quando? time in quo situ? status/context in quo habitu? habitus quid agit? action quid patitur? passion 64
  • 65. Places For Aristotle the place of a substance is the interior boundary of the surrounding body (for example the interior boundary of the surrounding water where it meets a fish’s skin) For holes, we need an extension of Aristotle’s metaphysics 65
  • 66. A hole in the ground Solid physical boundaries at the floor and walls but with a lid that is not made of matter: hole 66
  • 67. Holes involve two kinds of boundaries bona fide boundaries which exist independently of our demarcating acts fiat boundaries which exist only because we put them there 67
  • 68. Examples of bona fide boundaries: an animal’s skin, the surface of the planet of fiat boundaries: the boundaries of postal districts and census tracts 68
  • 69. Mountain bona fide upper boundaries with a fiat base: 69
  • 70. where does the mountain start ? ... a mountain is not a substance 70
  • 72. Aristotle 1.5 an ontology of substances + accidents + holes (and other entities not made of matter) + fiat and bona fide boundaries + artefacts and environments 72
  • 73. Question How do those parts and dimensions of reality which we encounter in our everyday experience relate to those parts and dimensions of reality which are studied by science? 73
  • 74. Aristotle 2010 scientific realism coupled with realism about the everyday world 74
  • 75. animal Universe/Periodic Table fish folk biology bird canary ostrich partition of DNA space 75
  • 76. animal Universe/Periodic Table fish bird canary ostrich both are transparent partitions of one and the same reality 76
  • 77. An organism is a totality of atoms An organism is a totality of molecules An organism is a totality of cells An organism is a single unitary substance ... all of these express veridical partitions 77
  • 78. Multiple transparent partitions at different levels of granularity operating with species-genus hierarchies and with an ontology of substances and accidents along the lines described by Aristotle substances and accidents reappear in the microscopic and macroscopic worlds of e.g. of chemistry and evolutionary biology 78
  • 79. we do not assert that every level of granularity is structured in substance-accident form -- perhaps there are pure process levels, perhaps there are levels structured as fields 79
  • 80. Perspectivalism Perspectivalism Different partitions may represent cuts through the same reality which are skew to each other Not all need be structured in substance- accident terms – perhaps there are pure process levels, perhaps there are levels structured as fields 80
  • 82. 82
  • 83. Scientific partitions like the Periodic Table or the Gene Ontology are transparent to the hierarchical order of an associated domain of objects they capture reality at different levels of granularity cellular constituents are visible to the GO, molecular constituents not 83
  • 84. Perspectivalism Perspectivalism Different partitions may represent cuts through the same reality which are skew to each other Different partitions may capture reality in ways which involve different degrees of vagueness 84
  • 85. From Species to Genera has skin eats animal breathes moves has wings has fins bird can fly fish can swim has feathers has gills canary can sing is yellow 85
  • 86. From Species to Genera has skin eats animal breathes moves has wings has fins bird can fly fish can swim has feathers has gills can sing y has long thin legs canary ostrich is tall is yellow can‘t fly 86
  • 87. From Species to Genera has skin eats animal breathes moves has wings has fins bird can fly fish can swim has feathers has gills can sing y has long thin legs canary ostrich is tall is yellow can’t fly 87
  • 88. Theory of vagueness How can -based conceptualizations be transparent, if the world is shaped like this ? 88
  • 89. Observe that no such problems arise for the closed worlds constructed in information systems hierarchies as reasoning tools work very well for the closed worlds of database engineers 89
  • 90. whether a file is in a given folder on your hard-drive is completely determinate: 90
  • 93. No borderline cases in the closed world of a database Every book is assigned a determinate Dewey Classification Number at birth 111.560xxx this yields a classification that is completely crisp 93
  • 94. ... and always up-to-date To be a book = to have a reference number in the Catalogue System Each of the ontologies produced by ontological engineers deals with objects which are constructed (Kant would say “constituted”) by the database itself 94
  • 95. Kant 95
  • 96. Sharpness of database reality vs. vagueness of flesh and blood reality How to deal with the problem of vagueness of our representations? How to create adequate representations beyond the quasi-Kantian realm of database engineers 96
  • 97. Kantian Constructivism There are no species-genus hierarchies in reality unless we put them there The world – insofar as it is accessible to us through our concepts at all – is a closed system tailored by us to fit those concepts 97
  • 98. Kantianism seems to work very well for the closed worlds of database environments There Midas-touch epistemology is appropriate If our database recognizes only two genders, then the world represented in the database is a world in which there are only two genders 98
  • 99. hard vs. soft categories Kantianism: we constitute/shape (empirical) reality in such a way that it corresponds to our categories Aristotelianism: reality in itself is messy, but our categories fit nonetheless 99
  • 100. For Aristotelians when we apply general terms to reality we are aware that we may have to deal with an opposition ... between standard or focal or prototypical instances of the corresponding universals ... and non-standard or ‘fringe’ instances 100
  • 101. Natural categories have borderline cases sparrow ostrich birds 101
  • 102. ... they have a kernel/penumbra structure penumbra of borderline cases kernel of focal instances 102
  • 103. Species Genera as Tree animal bird fish canary ostrich 103
  • 104. Species-Genera as Map/Partition animal bird fish canary ostrich 104
  • 105. animal fish bird canary ostrich 105
  • 106. Coarse-grained Partition what happens when a fringe instance arises ? 106
  • 107. Aristotle 2010 you seek to find a finer grained partition which will recognize the phenomenon in question and allow an explanation of why it deviates from the prototype 107
  • 108. The advance of science is not an advance away from Aristotle towards something better. Provided Aristotle is interpreted aright, it is a rigorous demonstration of the correctness of his ontological approach 108
  • 109. Kantianism each partition gives only a partial view (no complete map) of any reality beyond and thus it gives a distorted view – we can only really know what we ourselves have constructed 109
  • 110. For the Aristotelian, there are two sorts of partitions: those which relate merely to a created, surrogate world (Library of Congress Catalog) those which are transparent to some independent reality beyond (Gene Ontology) 110
  • 111. Concepts vs. categories on the Kantian reading species are concepts, which we bring to reality on the Aristotelian reading the world itself exhibits a species-genus structure independently of how we conceive it and we do our best to map this structure in our representations 111
  • 112. Basic Formal Ontology (BFO) Occurrent Continuant (Process) Independent Dependent Continuant Continuant ..... ..... ........ 112

Notes de l'éditeur

  1. Porphyry‘s Tree Ca. 1514
  2. http://www.kheper.auz.com/gaia/biosphere/systematics/Linnean.htm
  3. From: http://www.cinemedia.net/SFCV-RMIT-Annex/rnaughton/DRAWING_MACHINES.htm from P. Le Dubreuil, La Perspective Pratique (Paris 1642)
  4. http://www.proformacorp.com/whtpap1.htm Enterprise Application Modeling
  5. Inner Gorge, Colorado River, Granite Rapids, looking west from Tonto Trail just west of Salt Creek http//www.kaibab.org/gc/images/img0072.jpg
  6. Florence
  7. http://rprcsgi.rprc.washington.edu/~atlas
  8. http://www.corrosionsource.com/handbook/periodic/periodic_table.gif
  9. http://www2.iicm.edu/ivis/ivis/node25.htm
  10. http://www2.iicm.edu/ivis/ivis/node25.htm
  11. Ontologie Eins Null