[...]/>
modularity --> localized part of the system
<== perception of the system
•objective: viewing a large system as a collection of distinct objects --> concerned with how a computational object can change and yet maintain its identity
•streamous: information that flow in the system --> delayed evaluation

(for example) a bank account: has state in that the answer to the question “Can I withdraw $100?” depends upon the history of deposit and withdrawal transactions

object decomposed into computational objects (each with their own time-varying local state variables) --> model

object programming: model real-world objects with local state by computational objects with local variables --> identify time variation in the real world with time variation in the computer --> implement the time variation of the states of the model objects in the computer with assignments to the local variables of the model objects
--✕--> (how?) model a time function

stream: delayed (infinite) list

stream programming:
•different abstractions such as: map, filter, accumulate,
•transformations of lists
•sequence manipulations without incurring the costs of manipulating sequences as lists
•tadriji incremental computation


random: statistical properties of uniform distribution


object-orientation: polymorphic abstract data types =/= relational data model



Building Abstractions with Data

how to use:
•primitive data (numbers)
•primitive operations (arithmetic operations)

building abstractions by combining data objects to form compound data <==> *to increase the modularity* of (our) designs ==> to increase/enhance the expressive power of our language

data abstraction:
*technique of isolating* (the parts of a program that deal with) how data objects are ‘represented’ from (the parts of a program that deal with) how data objects are ‘used’


versioning
garbage collection

...................................

the question of “what [✕] can learn from [Y]?”


Calvert on Mestiza consciousness
library and information scientists
consciousness of the borderlands [~ in between categories, creative/annihilating forces a person living borderlands must struggle against]

***contradictory impulse for *hording* & *sharing*

categorizing, naming, describing --> power-laden practices we cannot do without

each *schema* reveals its priorities, legitimizes/delegitimizes, renders visible/invisible the knowledge it contains/excludes

(Foucault:) library: (places that preserve) discourses that one wishes to remember and keep in circulation [--✕--> Anand's jinn temporality and genealogy of human memory]

mestiza --> hybrid way of knowing/acting/living, as “none of the above”
what is hybrid and impure may be monstrous (in the epistemologies of power) and may experience *hightened visibility* (~= scrutiny, study, problematization, pity)

“orphans of infrastructure” (Leigh Star)

locked in a duel with the oppressor
lived experiences of marked classes
(in each duality pair, one is called “the consitutive outside” [subject/object, male/female, etc.]) --?--> switching polarity ==> valorizing feminine over masculine, black over white, nurture over nature, emotion over reason

crossing of cultures

*which collectivity does the daughter of the darkskinned mother listen to?*

(while i was in apass i had a shift of attention to) the *labor of knowledge work* (in collective digital flesh life)

media ~= knwoledge form

in media arts studies i learn to ask which cruicual material limitations have been radically eased in a digital era --> impulse to hoard/share + constant tension with the epistemological work of categorization and classification (--> database) + (ongoing) feminization of the field

the library and information science knowledge --> intense expertise required to enact it =/=!? art expertise (a category of works that are expertise-free)

(gift of Marx, Foucault, Lorde, Haraway, Leigh Star in) *understanding subjugated epistemologies*

(Lorde) master's tool dismantle the master's house? = can the technologies and epistemologies that have been used to organize thinking about the world in one way succesfully uproot that way?

“recovering multivocality”

رسوب
*enact residuality
*residual (of transformations [--> sometimes wiping away previous techniques for dividing and describing, and substituting another set of categories that don't easily map to the first ==> eliminating the residuum of the old order --> case of ajayeb? --> can we make overlaps and hybridities of old/new categories? ~ *residual categories*: affective-epistemic content that often go unclassified. Calvert: *affect* is too thin, too subjective to calcify into a category. it abundantly uses its categories in a way that offers a kaleidoscopic shuffling and reshuffling of the items***)])
*residuum

categories overlapping, non-hierarchical (“animal” + “livestock”, etc.)

truthiness
melting pot
actions (filled with verbs)
nouns (both living and nonliving entities)

*score of recognizable historical era*

using:
•filmic techniques (animation, montage, time lapse)
•affective techniques (sarcasm, intimacy)


how can we address aspects of apass's exceptionalism?
(with its things: characters, colors, doings, values)
*historical/cultural specificities of apass*


enlightenment inheritances:
•quest for universality
•


apparent seamlessness and universality with the veneer روکش of helpfulness ==> purity, deny multivocality, hide the residuum produced, and exclude hybridity
--> (pulling the carpet of familiarity out from under users:)
to replace ‘familiar generic conventions’ (~ universal) --replace-with--> a “universal of local application” (~= residuum)

(we rely on) [*]words: value-laden components of language that also serve as categories and moor لنگر us in the symbolic, to effect the transformations of the collections

labels ~-/==> power and oppression epistemologies <== *organizing logics* (that remain invisible when when we change the words or subsitute new sets of categories)--> that is why i am reluctant with only changing the metadata @Pierre: using metadata to manipulate the organizing apparatus ==> versions of residuality (?)

...................................

[working on apass milieu data model, summer2018]

c.r.i. (“collective research interface”)
--?--> a pathological collage

discrete object (of problem [who, when, how,]) interface
--> refering to something outside c.r.i. (outside the digital model)

face (slider) --> object monster

(?what is lost at) linking the symbolic space of data-model to the qualities of the researches of participants [which are relational, procedural, and emotional]

s.s.s. (scroller, slider, still-life)

discourse =/= valorizing information

Pierre's fables:
•“nonviolent way”
•“not by chance ...”

*Apologue*

research --> data flow
sieve --> nodes in/of residual


internal categories:
•stickiness
•zoom
•cheat
•persistence
•repetition
•(vulgar)
•
}==> topology:
1. ramp
2. nest
3. skew

ramp: sequential, one dimensional, ‘sliders’
nest: fractal quality, JSON, hierarchical tree, ‘comments’
skew: verb act, streching, ‘2D field picker’

(slider: marking everything)

semantic in flux + persistence
object repository + identifiers


feedback --> quasi object --> structured knower --> data


#workshop in apass 2018 Summer
...a series of data models that was produced during a three days work session in a.pass May 2018.
The aim was to create a “filter" for the artistic research projects of each participants, in order to train in making meta-linguistic abstractions (on a given computer hardware) to construct a “thing” that enables describing the problem of Building Abstractions with Data, to increase/enhance the expre[...]