Barok
Poetics of Research
2014


_An unedited version of a talk given at the conference[Public
Library](http://www.wkv-stuttgart.de/en/program/2014/events/public-library/)
held at Württembergischer Kunstverein Stuttgart, 1 November 2014._

_Bracketed sequences are to be reformulated._

Poetics of Research

In this talk I'm going to attempt to identify [particular] cultural
algorithms, ie. processes in which cultural practises and software meet. With
them a sphere is implied in which algorithms gather to form bodies of
practices and in which cultures gather around algorithms. I'm going to
approach them through the perspective of my practice as a cultural worker,
editor and artist, considering practice in the same rank as theory and
poetics, and where theorization of practice can also lead to the
identification of poetical devices.

The primary motivation for this talk is an attempt to figure out where do we
stand as operators, users [and communities] gathering around infrastructures
containing a massive body of text (among other things) and what sort of things
might be considered to make a difference [or to keep making difference].

The talk mainly [considers] the role of text and the word in research, by way
of several figures.

A

A reference, list, scheme, table, index; those things that intervene in the
flow of narrative, illustrating the point, perhaps in a more economic way than
the linear text would do. Yet they don't function as pictures, they are
primarily texts, arranged in figures. Their forms have been
standardised[normalised] over centuries, withstood the transition to the
digital without any significant change, being completely intuitive to the
modern reader. Compared to the body of text they are secondary, run parallel
to it. Their function is however different to that of the punctuation. They
are there neither to shape the narrative nor to aid structuring the argument
into logical blocks. Nor is their function spatial, like in visual poems.
Their positions within a document are determined according to the sequential
order of the text, [standing as attachments] and are there to clarify the
nature of relations among elements of the subject-matter, or to establish
relations with other documents. The [premise] of my talk is that these
_textual figures_ also came to serve as the abstract[relational] models
determining possible relations among documents as such, and in consequence [to
structure conditions [of research]].

B

It can be said that research, as inquiry into a subject-matter, consists of
discrete queries. A query, such as a question about what something is, what
kinds, parts and properties does it have, and so on, can be consulted in
existing documents or generate new documents based on collection of data [in]
the field and through experiment, before proceeding to reasoning [arguments
and deductions]. Formulation of a query is determined by protocols providing
access to documents, which means that there is a difference between collecting
data outside the archive (the undocumented, ie. in the field and through
experiment), consulting with a person--an archivist (expert, librarian,
documentalist), and consulting with a database storing documents. The
phenomena such as [deepening] of specialization and throughout digitization
[have given] privilege to the database as [a|the] [fundamental] means for
research. Obviously, this is a very recent [phenomenon]. Queries were once
formulated in natural language; now, given the fact that databases are queried
[using] SQL language, their interfaces are mere extensions of it and
researchers pose their questions by manipulating dropdowns, checkboxes and
input boxes mashed together on a flat screen being ran by software that in
turn translates them into a long line of conditioned _SELECTs_ and _JOINs_
performed on tables of data.

Specialization, digitization and networking have changed the language of
questioning. Inquiry, once attached to the flesh and paper has been
[entrusted] to the digital and networked. Researchers are querying the black
box.

C

Searching in a collection of [amassed/assembled] [tangible] documents (ie.
bookshelf) is different from searching in a systematically structured
repository (library) and even more so from searching in a digital repository
(digital library). Not that they are mutually exclusive. One can devise
structures and algorithms to search through a printed text, or read books in a
library one by one. They are rather [models] [embodying] various [processes]
associated with the query. These properties of the query might be called [the
sequence], the structure and the index. If they are present in the ways of
querying documents, and we will return to this issue, are they persistent
within the inquiry as such? [wait]

D

This question itself is a rupture in the sequence. It makes a demand to depart
from one narrative [a continuous flow of words] to another, to figure out,
while remaining bound to it [it would be even more as a so-called rhetorical
question]. So there has been one sequence, or line, of the inquiry--about the
kinds of the query and its properties. That sequence itself is a digression,
from within the sequence about what is research and describing its parts
(queries). We are thus returning to it and continue with a question whether
the properties of the inquiry are the same as the properties of the query.

E

But isn't it true that every single utterance occurring in a sequence yields a
query as well? Let's consider the word _utterance_. [wait] It can produce a
number of associations, for example with how Foucault employs the notion of
_énoncé_ in his _Archaeology of Knowledge_ , giving hard time to his English
translators wondering whether _utterance_ or _statement_ is more appropriate,
or whether they are interchangeable, and what impact would each choice have on
his reception in the Anglophone world. Limiting ourselves to textual forms for
now (and not translating his work but pursing a different inquiry), let us say
the utterance is a word [or a phrase or an idiom] in a sequence such as a
sentence, a paragraph, or a document.

## (F) The
structure[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=1
"Edit section: \(F\) The structure")]

This distinction is as old as recorded Western thought since both Plato and
Aristotle differentiate between a word on its own ("the said", a thing said)
and words in the company of other words. For example, Aristotle's _Categories_
[lay] on the [notion] of words on their own, and they are made the subject-
matter of that inquiry. [For him], the ambiguity of connotation words
[produce] lies in their synonymity, understood differently from the moderns--
not as more words denoting a similar thing but rather one word denoting
various things. Categories were outlined as a device to differentiate among
words according to kinds of these things. Every word as such belonged to not
less and not more than one of ten categories.

So it happens to the word _utterance_ , as to any other word uttered in a
sequence, that it poses a question, a query about what share of the spectrum
of possibly denoted things might yield as the most appropriate in a given
context. The more context the more precise share comes to the fore. When taken
out of the context ambiguity prevails as the spectrum unveils in its variety.

Thus single words [as any other utterances] are questions, queries,
themselves, and by occuring in statements, in context, their [means] are being
singled out.

This process is _conditioned_ by what has been formalized as the techniques of
_regulating_ definitions of words.

### (G) The structure: words as
words[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=2
"Edit section: \(G\) The structure: words as words")]

* [![](/images/thumb/c/c8/Philitas_in_P.Oxy.XX_2260_i.jpg/144px-Philitas_in_P.Oxy.XX_2260_i.jpg)](/File:Philitas_in_P.Oxy.XX_2260_i.jpg)

P.Oxy.XX 2260 i: Oxyrhynchus papyrus XX, 2260, column i, with quotation from
Philitas, early 2nd c. CE. 1(http://163.1.169.40/cgi-
bin/library?e=q-000-00---0POxy--00-0-0--0prompt-10---4------0-1l--1-en-50---
20-about-2260--
00031-001-0-0utfZz-8-00&a=d&c=POxy&cl=search&d=HASH13af60895d5e9b50907367)
2(http://en.wikipedia.org/wiki/File:POxy.XX.2260.i-Philitas-
highlight.jpeg)

* [![](/images/thumb/9/9e/Cyclopaedia_1728_page_210_Dictionary_entry.jpg/88px-Cyclopaedia_1728_page_210_Dictionary_entry.jpg)](/File:Cyclopaedia_1728_page_210_Dictionary_entry.jpg)

Ephraim Chambers, _Cyclopaedia, or an Universal Dictionary of Arts and
Sciences_ , 1728, p. 210. 3(http://digicoll.library.wisc.edu/cgi-
bin/HistSciTech/HistSciTech-
idx?type=turn&entity=HistSciTech.Cyclopaedia01.p0576&id=HistSciTech.Cyclopaedia01&isize=L)

* [![](/images/thumb/b/b8/Detail_from_the_Liddell-Scott_Greek-English_Lexicon_c1843.jpg/160px-Detail_from_the_Liddell-Scott_Greek-English_Lexicon_c1843.jpg)](/File:Detail_from_the_Liddell-Scott_Greek-English_Lexicon_c1843.jpg)

Detail from the Liddell-Scott Greek-English Lexicon, c1843.

Dictionaries have had a long life. The ancient Greek scholar and poet Philitas
of Cos living in the 4th c. BCE wrote a vocabulary explaining the meanings of
rare Homeric and other literary words, words from local dialects, and
technical terms. The vocabulary, called _Disorderly Words_ (Átaktoi glôssai),
has been lost, with a few fragments quoted by later authors. One example is
that the word πέλλα (pélla) meant "wine cup" in the ancient Greek region of
Boeotia; contrasted to the same word meaning "milk pail" in Homer's _Iliad_.

Not much has changed in the way how dictionaries constitute order. Selected
archives of statements are queried to yield occurrences of particular words,
various _criteria[indicators]_ are applied to filtering and sorting them and
in turn the spectrum of [denoted] things allocated in this way is structured
into groups and subgroups which are then given, according to other set of
rules, shorter or longer names. These constitute facets of [potential]
meanings of a word.

So there are at least _four_ sets of conditions [structuring] dictionaries.
One is required to delimit an archive[corpus of texts], one to select and give
preference[weights] to occurrences of a word, another to cluster them, and yet
another to abstract[generalize] the subject-matter of each of these clusters.
Needless to say, this is a craft of a few and these criteria are rarely being
disclosed, despite their impact on research, and more generally, their
influence as conditions for production[making] of a so called _common sense_.

It doesn't take that much to reimagine what a dictionary is and what it could
be, especially having large specialized corpora of texts at hand. These can
also serve as aids in production of new words and new meanings.

### (H) The structure: words as knowledge and the
world[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=3
"Edit section: \(H\) The structure: words as knowledge and the world")]

* [![](/images/thumb/0/02/Boethius_Porphyrys_Isagoge.jpg/120px-Boethius_Porphyrys_Isagoge.jpg)](/File:Boethius_Porphyrys_Isagoge.jpg)

Boethius's rendering of a classification tree described in Porphyry's Isagoge
(3th c.), [6th c.] 10th c.
4(http://www.e-codices.unifr.ch/en/sbe/0315/53/medium)

* [![](/images/thumb/d/d0/Cyclopaedia_1728_page_ii_Division_of_Knowledge.jpg/94px-Cyclopaedia_1728_page_ii_Division_of_Knowledge.jpg)](/File:Cyclopaedia_1728_page_ii_Division_of_Knowledge.jpg)

Ephraim Chambers, _Cyclopaedia, or an Universal Dictionary of Arts and
Sciences_ , London, 1728, p. II. 5(http://digicoll.library.wisc.edu/cgi-
bin/HistSciTech/HistSciTech-
idx?type=turn&entity=HistSciTech.Cyclopaedia01.p0015&id=HistSciTech.Cyclopaedia01&isize=L)

* [![](/images/thumb/d/d6/Encyclopedie_1751_Systeme_figure_des_connaissances_humaines.jpg/116px-Encyclopedie_1751_Systeme_figure_des_connaissances_humaines.jpg)](/File:Encyclopedie_1751_Systeme_figure_des_connaissances_humaines.jpg)

Système figuré des connaissances humaines, _Encyclopédie ou Dictionnaire
raisonné des sciences, des arts et des métiers_ , 1751.
6(http://encyclopedie.uchicago.edu/content/syst%C3%A8me-figur%C3%A9-des-
connaissances-humaines)

* [![](/images/thumb/9/96/Haeckel_Ernst_1874_Stammbaum_des_Menschen.jpg/96px-Haeckel_Ernst_1874_Stammbaum_des_Menschen.jpg)](/File:Haeckel_Ernst_1874_Stammbaum_des_Menschen.jpg)

Haeckel - Darwin's tree.

Another _formalized_ and [internalized] process being at play when figuring
out a word is its [containment]. Word is not only structured by way of things
it potentially denotes but also by words it is potentially part of and those
it contains.

The fuzz around categorization of knowledge _and_ the world in the Western
thought can be traced back to Porphyry, if not further. In his introduction to
Aristotle's _Categories_ this 3rd century AD Neoplatonist began expanding the
notions of genus and species into their hypothetic consequences. Aristotle's
brief work outlines ten categories of 'things that are said' (legomena,
λεγόμενα), namely substance (or substantive, {not the same as matter!},
οὐσία), quantity (ποσόν), qualification (ποιόν), a relation (πρός), where
(ποῦ), when (πότε), being-in-a-position (κεῖσθαι), having (or state,
condition, ἔχειν), doing (ποιεῖν), and being-affected (πάσχειν). In his
different work, _Topics_ , Aristotle outlines four kinds of subjects/materials
indicated in propositions/problems from which arguments/deductions start.
These are a definition (όρος), a genus (γένος), a property (ἴδιος), and an
accident (συμβεβηϰόϛ). Porphyry does not explicitly refer _Topics_ , and says
he omits speaking "about genera and species, as to whether they subsist (in
the nature of things) or in mere conceptions only"
8(http://www.ccel.org/ccel/pearse/morefathers/files/porphyry_isagogue_02_translation.htm#C1),
which means he avoids explicating whether he talks about kinds of concepts or
kinds of things in the sensible world. However, the work sparked confusion, as
the following passage [suggests]:

> "[I]n each category there are certain things most generic, and again, others
most special, and between the most generic and the most special, others which
are alike called both genera and species, but the most generic is that above
which there cannot be another superior genus, and the most special that below
which there cannot be another inferior species. Between the most generic and
the most special, there are others which are alike both genera and species,
referred, nevertheless, to different things, but what is stated may become
clear in one category. Substance indeed, is itself genus, under this is body,
under body animated body, under which is animal, under animal rational animal,
under which is man, under man Socrates, Plato, and men particularly." (Owen
1853,
9(http://www.ccel.org/ccel/pearse/morefathers/files/porphyry_isagogue_02_translation.htm#C2))

Porphyry took one of Aristotle's ten categories of the word, substance, and
dissected it using one of his four rhetorical devices, genus. Employing
Aristotle's categories, genera and species as means for logical operations,
for dialectic, Porphyry's interpretation resulted in having more resemblance
to the perceived _structures_ of the world. So they began to bloom.

There were earlier examples, but Porphyry was the most influential in
injecting the _universalist_ version of classification [implying] the figure
of a tree into the [locus] of Aristotle's thought. Knowledge became
monotheistic.

Classification schemes [growing from one point] play a major role in
untangling the format of modern encyclopedia from that of the dictionary
governed by alphabet. Two of the most influential encyclopedias of the 18th
century are cases in the point. Although still keeping 'dictionary' in their
titles, they are conceived not to represent words but knowledge. The [upper-
most] genus of the body was set as the body of knowledge. The English
_Cyclopaedia, or an Universal Dictionary of Arts and Sciences_ (1728) splits
into two main branches: "natural and scientifical" and "artificial and
technical"; these further split down to 47 classes in total, each carrying a
structured list (on the following pages) of thematic articles, serving as
table of contents. The French _Encyclopedia: or a Systematic Dictionary of the
Sciences, Arts, and Crafts_ (1751) [unwinds] from judgement ( _entendement_ ),
branches into memory as history, reason as philosophy, and imagination as
poetry. The logic of containers was employed as an aid not only to deal with
the enormous task of naming and not omiting anything from what is known, but
also for the management of labour of hundreds of writers and researchers, to
create a mechanism for delegating work and the distribution of
responsibilities. Flesh was also more present, in the field research, with
researchers attending workshops and sites of everyday life to annotate it.

The world came forward to unshine the word in other schemes. Darwin's tree of
evolution and some of the modern document classification systems such as
Charles A. Cutter's _Expansive Classification_ (1882) set to classify the
world itself and set the field for what has came to be known as authority
lists structuring metadata in today's computing.

### The structure
(summary)[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=4
"Edit section: The structure \(summary\)")]

Facetization of meaning and branching of knowledge are both the domain of the
unit of utterance.

While lexicographers[dictionarists] structure thought through multi-layered
processes of abstraction of the written record, knowledge growers dissect it
into hierarchies of [mutually] contained notions.

One seek to describe the word as a faceted list of small worlds, another to
describe the world as a structured lists of words. One play prime in the
domain of epistemology, in what is known, controlling the vocabulary, another
in the domain of ontology, in what is, controlling reality.

Every [word] has its given things, every thing has its place, closer or
further from a single word.

The schism between classifying words and classifying the world implies it is
not possible to construct a universal classification scheme[system]. On top of
that, any classification system of words is bound to a corpus of texts it is
operating upon and any classification system of the world again operates with
words which are bound to a vocabulary[lexicon] which is again bound to a
corpus [of texts]. It doesn't mean it would prevent people from trying.
Classifications function as descriptors of and 'inscriptors' upon the world,
imprinting their authority. They operate from [a locus of] their
corpus[context]-specificity. The larger the corpus, the more power it has on
shaping the world, as far as the word shapes it (yes, I do imply Google here,
for which it is a domain to be potentially exploited).

## (J) The
sequence[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=5
"Edit section: \(J\) The sequence")]

The structure-yielding query [of] the single word [shrinks][zuzuje
sa,spresnuje] with preceding and following words. Inquiry proceeds in the flow
that establishes another kind[mode] of relationality, chaining words into the
sequence. While the structuring property of the query brings words apart from
each other, its sequential property establishes continuity and brings these
units into an ordered set.

This is what is responsible for attaching textual figures mentioned earlier
(lists, schemes, tables) to the body of the text. Associations can be also
stated explicitly, by indexing tables and then referring them from a
particular point in the text. The same goes for explicit associations made
between blocks of the text by means of indexed paragraphs, chapters or pages.

From this follows that all utterances point to the following utterance by the
nature of sequential order, and indexing provides means for pointing elsewhere
in the document as well.

A lot can be said about references to other texts. Here, to spare time, I
would refer you to a talk I gave a few months ago and which is online
10(http://monoskop.org/Talks/Communing_Texts).

This is still the realm of print. What happens with document when it is
digitized?

Digitization breaks a document into units of which each is assigned a numbered
position in the sequence of the document. From this perspective digitization
can be viewed as a total indexation of the document. It is converted into
units rendered for machine operations. This sequentiality is made explicit, by
means of an underlying index.

Sequences and chains are orders of one dimension. Their one-dimensional
ordering allows addressability of each element and [random] access. [Jumps]
between [random] addresses are still sequential, processing elements one at a
time.

## (K) The
index[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=6
"Edit section: \(K\) The index")]

* [![](/images/thumb/2/27/Summa_confessorum.1310.jpg/103px-Summa_confessorum.1310.jpg)](/File:Summa_confessorum.1310.jpg)

Summa confessorum [1297-98], 1310.
7(http://www.bl.uk/onlinegallery/onlineex/illmanus/roymanucoll/j/011roy000008g11u00002000.html)

[The] sequencing not only weaves words into statements but activates other
temporalities, and _presents occurrences of words from past statements_. As
now when I am saying the word _utterance_ , each time there surface contexts
in which I have used it earlier.

A long quote from Frederick G. Kilgour, _The Evolution of the Book_ , 1998, pp
76-77:

> "A century of invention of various types of indexes and reference tools
preceded the advent of the first subject index to a specific book, which
occurred in the last years of the thirteenth century. The first subject
indexes were "distinctions," collections of "various figurative or symbolic
meanings of a noun found in the scriptures" that "are the earliest of all
alphabetical tools aside from dictionaries." (Richard and Mary Rouse supply an
example: "Horse = Preacher. Job 39: 'Hast thou given the horse strength, or
encircled his neck with whinning?')

>

> [Concordance] By the end of the third decade of the thirteenth century Hugh
de Saint-Cher had produced the first word concordance. It was a simple word
index of the Bible, with every location of each word listed by [its position
in the Bible specified by book, chapter, and letter indicating part of the
chapter]. Hugh organized several dozen men, assigning to each man an initial
letter to search; for example, the man assigned M was to go through the entire
Bible, list each word beginning with M and give its location. As it was soon
perceived that this original reference work would be even more useful if words
were cited in context, a second concordance was produced, with each word in
lengthy context, but it proved to be unwieldy. [Soon] a third version was
produced, with words in contexts of four to seven words, the model for
biblical concordances ever since.

>

> [Subject index] The subject index, also an innovation of the thirteenth
century, evolved over the same period as did the concordance. Most of the
early topical indexes were designed for writing sermons; some were organized,
while others were apparently sequential without any arrangement. By midcentury
the entries were in alphabetical order, except for a few in some classified
arrangement. Until the end of the century these alphabetical reference works
indexed a small group of books. Finally John of Freiburg added an alphabetical
subject index to his own book, _Summa Confessorum_ (1297—1298). As the Rouses
have put it, 'By the end of the [13]th century the practical utility of the
subject index is taken for granted by the literate West, no longer solely as
an aid for preachers, but also in the disciplines of theology, philosophy, and
both kinds of law.'"

In one sense neither subject-index nor concordane are indexes, they are words
or group of words selected according to given criteria from the body of the
text, each accompanied with a list of identifiers. These identifiers are
elements of an index, whether they represent a page, chapter, column, or other
[kind of] block of text. Every identifier is an unique _address_.

The index is thus an ordering of a sequence by means of associating its
elements with a set of symbols, when each element is given unique combination
of symbols. Different sizes of sets yield different number of variations.
Symbol sets such as an alphabet, arabic numerals, roman numerals, and binary
digits have different proportions between the length of a string of symbols
and the number of possible variations it can contain. Thus two symbols of
English alphabet can store 26^2 various values, of arabic numerals 10^2, of
roman numberals 8^2 and of binary digits 2^2.

Indexation is segmentation, a breaking into segments. From as early as the
13th century the index such as that of sections has served as enabler of
search. The more [detailed] indexation the more precise search results it
enables.

The subject-index and concordance are tables of search results. There is a
direct lineage from the 13th-century biblical concordances and the birth of
computational linguistic analysis, they were both initiated and realised by
priests.

During the World War II, Jesuit Father Roberto Busa began to look for machines
for the automation of the linguistic analysis of the 11 million-word Latin
corpus of Thomas Aquinas and related authors.

Working on his Ph.D. thesis on the concept of _praesens_ in Aquinas he
realised two things:

> "I realized first that a philological and lexicographical inquiry into the
verbal system of an author has t o precede and prepare for a doctrinal
interpretation of his works. Each writer expresses his conceptual system in
and through his verbal system, with the consequence that the reader who
masters this verbal system, using his own conceptual system, has to get an
insight into the writer's conceptual system. The reader should not simply
attach t o the words he reads the significance they have in his mind, but
should try t o find out what significance they had in the writer's mind.
Second, I realized that all functional or grammatical words (which in my mind
are not 'empty' at all but philosophically rich) manifest the deepest logic of
being which generates the basic structures of human discourse. It is .this
basic logic that allows the transfer from what the words mean today t o what
they meant to the writer.

>

> In the works of every philosopher there are two philosophies: the one which
he consciously intends to express and the one he actually uses to express it.
The structure of each sentence implies in itself some philosophical
assumptions and truths. In this light, one can legitimately criticize a
philosopher only when these two philosophies are in contradiction."
11(http://www.alice.id.tue.nl/references/busa-1980.pdf)

Collaborating with the IBM in New York from 1949, the work, a concordance of
all the words of Thomas Aquinas, was finally published in the 1970s in 56
printed volumes (a version is online since 2005
12(http://www.corpusthomisticum.org/it/index.age)). Besides that, an
electronic lexicon for automatic lemmatization of Latin words was created by a
team of ten priests in the scope of two years (in two phases: grouping all the
forms of an inflected word under their lemma, and coding the morphological
categories of each form and lemma), containing 150,000 forms
13(http://www.alice.id.tue.nl/references/busa-1980.pdf#page=4). Father
Busa has been dubbed the father of humanities computing and recently also of
digital humanities.

The subject-index has a crucial role in the printed book. It is the only means
for search the book offers. Subjects composing an index can be selected
according to a classification scheme (specific to a field of an inquiry), for
example as elements of a certain degree (with a given minimum number of
subclasses).

Its role seemingly vanishes in the digital text. But it can be easily
transformed. Besides serving as a table of pre-searched results the subject-
index also gives a distinct idea about content of the book. Two patterns give
us a clue: numbers of occurrences of selected words give subjects weights,
while words that seem specific to the book outweights other even if they don't
occur very often. A selection of these words then serves as a descriptor of
the whole text, and can be thought of as a specific kind of 'tags'.

This process was formalized in a mathematical function in the 1970s, thanks to
a formula by Karen Spärck Jones which she entitled 'inverse document
frequency' (IDF), or in other words, "term specificity". It is measured as a
proportion of texts in the corpus where the word appears at least once to the
total number of texts. When multiplied by the frequency of the word _in_ the
text (divided by the maximum frequency of any word in the text), we get _term
frequency-inverse document frequency_ (tf-idf). In this way we can get an
automated list of subjects which are particular in the text when compared to a
group of texts.

We came to learn it by practice of searching the web. It is a mechanism not
dissimilar to thought process involved in retrieving particular information
online. And search engines have it built in their indexing algorithms as well.

There is a paper proposing attaching words generated by tf-idf to the
hyperlinks when referring websites 14(http://bscit.berkeley.edu/cgi-
bin/pl_dochome?query_src=&format=html&collection=Wilensky_papers&id=3&show_doc=yes).
This would enable finding the referred content even after the link is dead.
Hyperlinks in references in the paper use this feature and it can be easily
tested: 15(http://www.cs.berkeley.edu/~phelps/papers/dissertation-
abstract.html?lexical-
signature=notemarks+multivalent+semantically+franca+stylized).

There is another measure, cosine similarity, which takes tf-idf further and
can be applied for clustering texts according to similarities in their
specificity. This might be interesting as a feature for digital libraries, or
even a way of organising library bottom-up into novel categories, new
discourses could emerge. Or as an aid for researchers to sort through texts,
or even for editors as an aid in producing interesting anthologies.

## Final
remarks[[edit](/index.php?title=Talks/Poetics_of_Research&action=edit§ion=7
"Edit section: Final remarks")]

1

New disciplines emerge all the time - most recently, for example, cultural
techniques, software studies, or media archaeology. It takes years, even
decades, before they gain dedicated shelves in libraries or a category in
interlibrary digital repositories. Not that it matters that much. They are not
only sites of academic opportunities but, firstly, frameworks of new
perspectives of looking at the world, new domains of knowledge. From the
perspective of researcher the partaking in a discipline involves negotiating
its vocabulary, classifications, corpus, reference field, and specific
terms[subjects]. Creating new fields involves all that, and more. Even when
one goes against all disciplines.

2

Google can still surprise us.

3

Knowledge has been in the making for millenia. There have been (abstract)
mechanisms established that govern its conditions. We now possess specialized
corpora of texts which are interesting enough to serve as a ground to discuss
and experiment with dictionaries, classifications, indexes, and tools for
references retrieval. These all belong to the poetic devices of knowledge-
making.

4

Command-line example of tf-idf and concordance in 3 steps.

* 1\. Process the files text.1-5.txt and produce freq.1-5.txt with lists of (nonlemmatized) words (in respective texts), ordered by frequency:

> for i in {1..5}; do tr '[A-Z]' '[a-z]' < text.$i.txt | tr -c '[a-z]'
'[\012*]' | tr -d '[:punct:]' | sort | uniq -c | sort -k 1nr | sed '1,1d' >
temp.txt; max=$(awk -vvar=1 -F" " 'NR

1 {print $var}' temp.txt); awk
-vmaxx=$max -F' ' '{printf "%-7.7f %s\n", $1=0.5+($1/(maxx*2)), $2}' > freq.$i.txt; done && rm temp.txt

* 2\. Process the files freq.1-5.txt and produce tfidf.1-5.txt containing a list of words (out of 500 most frequent in respective lists), ordered by weight (specificity for each text):

> for j in {1..5}; do rm freq.$j.txt.temp; lines=$(wc -l freq.$j.txt) && for i
in {1..500}; do word=$(awk -vline="$i" -vfield=2 -F" " 'NR

line {print
$field}' freq.$j.txt); tf=$(awk -vline="$i" -vfield=1 -F" " 'NR

line {print
$field}' freq.$j.txt); count=$(egrep -lw $word freq.?.txt | wc -l); idf=$(echo
"1+l(5/$count)" | bc -l); tfidf=$(echo $tf*$idf | bc); echo $word $tfidf >>
freq.$j.txt.temp; done; sort -k 2nr < freq.$j.txt.temp > tfidf.$j.txt; done

* 3\. Process the files tfidf.1-5.txt and their source text, text.txt, and produce occ.txt with concordance of top 3 words from each of them:

> rm occ.txt && for j in {1..5}; do echo "$j" >> occ.txt; ptx -f -w 150
text.txt.$j > occ.$j.txt; for i in {1..3}; do word=$(awk -vline="$i" -vfield=1
-F" " 'NR

line {print $field}' tfidf.$j.txt); egrep -i
"[alpha:](/index.php?title=Alpha:&action=edit&redlink=1 "Alpha: \(page does
not exist\)") $word" occ.$j.txt >> occ.txt; done; done

Dušan Barok

_Written 23 October - 1 November 2014 in Bratislava and Stuttgart._


Mars, Medak & Sekulic
Taken Literally
2016


Taken literally
Marcell Mars
Tomislav Medak
Dubravka Sekulic

Free people united in building a society of
equals, embracing those whom previous
efforts have failed to recognize, are the historical foundation of the struggle against
enslavement, exploitation, discrimination
and cynicism. Building a society has never
been an easy-going pastime.
During the turbulent 20th century,
different trajectories of social transformation moved within the horizon set by
the revolutions of the 18th and 19th century: equality, brotherhood and liberty
– and class struggle. The 20th century experimented with various combinations
of economic and social rationales in the
arrangement of social reproduction. The
processes of struggle, negotiation, empowerment and inclusion of discriminated social groups constantly complexified and
dynamised the basic concepts regulating
social relations. However, after the process
of intensive socialisation in the form of either welfare state or socialism that dominated a good part of the 20th century, the
end of the century was marked by a return
in the regulation of social relations back
to the model of market domination and
private appropriation. Such simplification
and fall from complexity into a formulaic
state of affairs is not merely a symptom
of overall exhaustion, loss of imagination
and lacking perspective on further social
development, but rather indicates a cynical
abandonment of the effort to build society,
its idea, its vision – and, as some would
want, of society altogether.
In this article, we wish to revisit the
evolution of regulation of ownership in the
field of intellectual production and housing

as two examples of the historical dead-end
in which we find ourselves.
T H E C A P I TA L I S T M O D E
O F P RO D U C T I O N

According to the text-book definition, the
capitalist mode of production is the first
historical organisation of socio-economic relations in which appropriation of the
surplus from producers does not depend
on force, but rather on neutral laws of economic processes on the basis of which the
capitalist and the worker enter voluntarily
into a relation of production. While under
feudalism it was the aristocratic oligopoly
on violence that secured a hereditary hierarchy of appropriation, under capitalism the
neutral logic of appropriation was secured
by the state monopoly on violence. However, given that the early capitalist relations
in the English country-side did not emerge
outside the existing feudal inequalities, and
that the process of generalisation of capitalist relations, particularly after the rise of industrialisation, resulted in even greater and
even more hardened stratification, the state
monopoly on violence securing the neutral
logic of appropriation ended up mostly securing the hereditary hierarchy of appropriation. Although in the new social formation
neither the capitalist nor the worker was born
capitalist or born worker, the capitalist would
rarely become a worker and the worker a capitalist even rarer. However, under conditions
where the state monopoly on violence could
no longer coerce workers to voluntarily sell
their labour and where their resistance to
accept existing class relations could be

229

expressed in the withdrawal of their labour
power from the production process, their
consent would become a problem for the existing social model. That problem found its
resolution through a series of conflicts that
have resulted in historical concessions and
gains of class struggle ranging from guaranteed labor rights, through institutions of the
welfare state, to socialism.
The fundamental property relation
in the capitalist mode of production is that
the worker has an exclusive ownership over
his/her own labour power, while the capitalist has ownership over the means of production. By purchasing the worker's labour
power, the capitalist obtains the exclusive
right to appropriate the entire product of
worker's labour. However, as the regulation
of property in such unconditional formulaic
form quickly results in deep inequalities, it
could not be maintained beyond the early
days of capitalism. Resulting class struggles
and compromises would achieve a series of
conditions that would successively complexify the property relations.
Therefore, the issue of private property – which goods do we have the right to
call our own to the exclusion of others: our
clothes, the flat in which we live, means of
production, profit from the production process, the beach upon which we wish to enjoy
ourselves alone or to utilise by renting it out,
unused land in our neighbourhood – is not
merely a question of the optimal economic
allocation of goods, but also a question of
social rights and emancipatory opportunities that are required in order secure the
continuous consent of society's members to
its organisational arrangements.
230

Taken literally

OW NER S H I P R EG I M ES

Both the concept of private property over
land and the concept of copyright and
intellectual property have their shared
evolutionary beginnings during the early capitalism in England, at a time when
the newly emerging capitalist class was
building up its position in relation to the
aristocracy and the Church. In both cases, new actors entered into the processes
of political articulation, decision-making
and redistribution of power. However, the
basic process of ( re )defining relations has
remained ( until today ) a spatial demarcation: the question of who is excluded or
remains outside and how.
① In the early period of trade in books, after
the invention of the printing press in the 15th
century, the exclusive rights to commercial
exploitation of written works were obtained
through special permits from the Royal Censors, issued solely to politically loyal printers.
The copyright itself was constituted only in
the 17th century. It's economic function is to
unambiguously establish the ownership title
over the products of intellectual labour. Once
that title is established, there is a person with
whose consent the publisher can proceed in
commodifying and distributing the work to
the exclusion of others from its exploitation.
And while that right to economic benefit was
exclusively that of the publishers at the outset, as authors became increasingl aware that
the income from books guaranteed then an
autonomy from the sponsorship of the King
and the aristocracy, in the 19th century copyright gradually transformed into a legal right

that protected both the author and the publisher in equal measure. The patent rights underwent a similar development. They were
standardised in the 17th century as a precondition for industrial development, and were
soon established as a balance between the
rights of the individual-inventor and the
commercial interest of the manufacturer.
However, the balance of interests between the productive creative individuals
and corporations handling production and
distribution did not last long and, with
time, that balance started to lean further
towards protecting the interests of the corporations. With the growing complexity of
companies and their growing dependence
on intellectual property rights as instruments in 20th century competitive struggles, the economic aspect of intellectual
property increasingly passed to the corporation, while the author/inventor was
left only with the moral and reputational
element. The growing importance of intellectual property rights for the capitalist
economy has been evident over the last
three decades in the regular expansions of
the subject matter and duration of protection, but, most important of all – within
the larger process of integration of the capitalist world-system – in the global harmonisation and enforcement of rights protection. Despite the fact that the interests of
authors and the interests of corporations,
of the global south and the global north, of
the public interest and the corporate interest do not fall together, we are being given
a global and uniform – formulaic – rule of
the abstract logic of ownership, notwithstanding the diverging circumstances and

interests of different societies in the context of uneven development.
No-one is surprised today that, in
spite of their initial promises, the technological advances brought by the Internet,
once saddled with the existing copyright
regulation, did not enhance and expand
access to knowledge. But that dysfunction
is nowhere more evident than in academic publishing. This is a global industry of
the size of music recording industry dominated by an oligopoly of five major commercial publishers: Reed Elsevier, Taylor
& Francis, Springer, Wiley-Blackwell and
Sage. While scientists write their papers,
do peer-reviews and edit journals for free,
these publishers have over past decades
taken advantage of their oligopolistic position to raise the rates of subscriptions they
sell mostly to publicly financed libraries at
academic institutions, so that the majority of libraries, even in the rich centres of
the global north, are unable to afford access to many journals. The fantastic profit
margins of over 30% that these publishers
reap from year to year are premised on denying access to scientific publications and
the latest developments in science not only
to the general public, but also students and
scholars around the world. Although that
oligopoly rests largely on the rights of the
authors, the authors receive no benefit
from that copyright. An even greater irony is, if they want to make their work open
access to others, the authors themselves or
the institutions that have financed the underlying research through the proxy of the
author are obliged to pay additionally to
the publishers for that ‘service’. ×
231

② With proliferation of enclosures and
signposts prohibiting access, picturesque
rural arcadias became landscapes of capitalistic exploitation. Those evicted by the
process of enclosure moved to the cities
and became wage workers. Far away from
the parts of the cities around the factories,
where working families lived squeezed
into one room with no natural light and
ventilation, areas of the city sprang up in
which the capitalists built their mansions.
At that time, the very possibility of participation in political life was conditioned
on private property, thus excluding and
discriminating by legal means entire social
groups. Women had neither the right to
property ownership nor inheritance rights.
Engels' description of the humiliating
living conditions of Manchester workers in
the 19th century pointed to the catastrophic
effects of industrialisation on the situation
of working class ( e.g. lower pay than during
the pre-industrial era ) and indicated that
the housing problem was not a direct consequence of exploitation but rather a problem
arising from inequitable redistribution of
assets. The idea that living quarters for the
workers could be pleasant, healthy and safe
places in which privacy was possible and
that that was not the exclusive right of the
rich, became an integral part of the struggle
for labor rights, and part of the consciousness of progressive, socially-minded architects and all others dedicated to solving the
housing problem.
Just as joining forces was as the
foundation of their struggle for labor and
political rights, joining forces was and has
remained the mechanism for addressing the
232

Taken literally

inadequate housing conditions. As early as
during the 19th century, Dutch working class
and impoverished bourgeoisie joined forces
in forming housing co-operatives and housing societies, squatting and building without permits on the edges of the cities. The
workers' struggle, enlightened bourgeoisie,
continued industrial development, as well
as the phenomenon of Utopian socialist-capitalists like Jean-Baptiste André Godin, who, for example, under the influence
of Charles Fourier's ideas, built a palace for
workers – the Familistery, all these exerted
pressure on the system and contributed to
the improvement of housing conditions for
workers. Still, the dominant model continued to replicate the rentier system in which
even those with inadequate housing found
someone to whom they could rent out a segment of their housing unit.
The general social collapse after
World War I, the Socialist Revolution and
the coming to power in certain European
cities of the social-democrats brought new
urban strategies. In ‘red’ Vienna, initially
under the urban planning leadership of
Otto Neurath, socially just housing policy
and provision of adequate housing was regarded as the city's responsibility. The city
considered the workers who were impoverished by the war and who sought a way out
of their homelessness by building housing
themselves and tilling gardens as a phenomenon that should be integrated, and
not as an error that needed to be rectified.
Sweden throughout the 1930s continued
with its right to housing policy and served
as an example right up until the mid-1970s
both to the socialist and ( capitalist ) wel-

fare states. The idea of ( private ) ownership became complexified with the idea
of social ownership ( in Yugoslavia ) and
public/social housing elsewhere, but since
the bureaucratic-technological system responsible for implementation was almost
exclusively linked with the State, housing
ended up in unwieldy complicated systems
in which there was under-investment in
maintenance. That crisis was exploited as
an excuse to impose as necessary paradigmatic changes that we today regard as the
beginning of neo-liberal policies.
At the beginning of the 1980s in
Great Britain, Margaret Thatcher created an atmosphere of a state of emergency
around the issue of housing ownership
and, with the passing of the Housing Act
in 1980, reform was set in motion that
would deeply transform the lives of the
Brits. The promises of a better life merely
based on the opportunity to buy and become a ( private ) owner never materialised.
The transition from the ‘right to housing’ and the ‘right to ( participation in the
market through ) purchase’ left housing
to the market. There the prices first fell
drastically at the beginning of the 1990s.
That was followed by a financialisation
and speculation on the property market
making housing space in cities like London primarily an avenue of investment, a
currency, a tax haven and a mechanism
by which the rich could store their wealth.
In today's generation, working and lower
classes, even sometimes the upper middle
class can no longer even dream of buying
a flat in London. ×

P L AT F O R M I SAT I O N

Social ownership and housing – understood both literally as living space, but
also as the articulation of the right to decent life for all members of society – which
was already under attack for decades prior,
would be caught completely unprepared
for the information revolution and its
zero marginal cost economy. Take for
example the internet innovation: after a
brief period of comradely couch-surfing,
the company AirBnB in an even shorter period transformed from the service
allowing small enterprising home owners to rent out their vacant rooms into a
catalyst for amassing the ownership over
housing stock with the sole purpose of
renting it out through AirBnb. In the
last phase of that transformation, new
start-ups appeared that offered to the
newly consolidated feudal lords the service of easier management of their housing ‘fleet’, where the innovative approach
boils down to the summoning of service
workers who, just like Uber drivers, seek
out blue dots on their smart-phone maps
desperately rushing – in fear of bad rating,
for a minimal fee and no taxes paid – to
turn up there before their equally precarious competition does. With these innovations, the residents end up being offered
shorter and shorter but increasingly more
expensive contracts on rental, while in a
worse case the flats are left unoccupied
because the rich owner-investors have
realised that an unoccupied flat is a more
profitable deal than a risky investment in
a market in crisis.

233

The information revolution stepped out
onto the historical stage with the promise
of radical democratisation of communication, culture and politics. Anyone could
become the media and address the global
public, emancipate from the constrictive
space of identity, and obtain access to entire
knowledge of the world. However, instead
of resulting in democratising and emancipatory processes, with the handing over of
Internet and technological innovation to the
market in 1990s it resulted in the gradual
disruption of previous social arrangements
in the allocation of goods and in the intensification of the commodification process.
That trajectory reached its full-blown development in the form of Internet platforms
that simultaneously enabled old owners of
goods to control more closely their accessibility and permited new owners to seek out
new forms of commercial exploitation. Take
for example Google Books, where the process of digitization of the entire printed culture of the world resulted in no more than
ad and retail space where only few books
can be accessed for free. Or Amazon Kinde,
where the owner of the platform has such
dramatic control over books that on behest
of copyright holders it can remotely delete
a purchased copy of a book, as quite indicatively happened in 2009 with Orwell's 1984.
The promised technological innovation that
would bring a new turn of the complexity in
the social allocation of goods resulted in a
simplification and reduction of everything
into private property.
The history of resistance to such extreme forms of enclosure of culture and
knowledge is only a bit younger than the
234

Taken literally

processes of commodification themselves
that had begun with the rise of trade in
books. As early as the French Revolution,
the confiscation of books from the libraries
of clergy and aristocracy and their transfer
into national and provincial libraries signalled that the right of access to knowledge
was a pre-condition for full participation
in society. For its part, the British labor
movement of the mid-19th century had to
resort to opening workers' reading-rooms,
projects of proletarian self-education and
the class struggle in order to achieve the
establishment of the institution of public
libraries financed by taxes, and the right
thereby for access to knowledge and culture for all members of society.
SHAD OW P U B L I C L I B R A R I ES

Public library as a space of exemption from
commodification of knowledge and culture
is an institution that complexifies the unconditional and formulaic application of
intellectual property rights, making them
conditional on the public interest that all
members of the society have the right of
access to knowledge. However, with the
transition to the digital, public libraries
have been radically limited in acquiring
anything they could later provide a decommodified access to. Publishers do not
wish to sell electronic books to libraries,
and when they do decide to give them a
lending licence, that licence runs out after 26 lendings. Closed platforms for electronic publications where the publishers
technologically control both the medium
and the ways the work can be used take us

back to the original and not very well-conceived metaphor of ownership – anyone
who owns the land can literally control
everything that happens on that land –
even if that land is the collective process
of writing and reading. Such limited space
for the activity of public libraries is in radical contrast to the potentials for universal
access to all of culture and knowledge that
digital distribution could make possible
at a very low cost, but with considerable
change in the regulation of intellectual production in society.
Since such change would not be in the
interest of formulaic application of intellectual property, acts of civil disobedience to
that regime have over the last twenty years
created a number of 'shadow public libraries'
that provide universal access to knowledge
and culture in the digital domain in the way
that the public libraries are not allowed to:
Library Genesis, Science Hub, Aaaaarg,
Monoskop, Memory of the World or Ubuweb. They all have a simple objective – to
provide access to books, journals and digitised knowledge to all who find themselves
outside the rich academic institutions of the
West and who do not have the privilege of
institutional access.
These shadow public libraries bravely remind society of all the watershed moments in the struggles and negotiations
that have resulted in the establishment
of social institutions, so as to first enable
the transition from what was an unjust,
discriminating and exploitative to a better society, and later guarantee that these
gains would not be dismantled or rescinded. That reminder is, however, more than a

mere hacker pastime, just as the reactions
of the corporations are not easy-going at
all: in mid-2015, Reed Elsevier initiated
a court case against Library Genesis and
Science Hub and by the end of 2015 the
court in New York issued a preliminary
injunction ordering the shut-down of
their domains and access to the servers. At
the same time, a court case was brought
against Aaaaarg in Quebec.
Shadow public libraries are also a
reminder of how technological complexity does not have to be harnessed only in
the conversion of socialised resources back
into the simplified formulaic logic of private property, how we can take technology
in our hands, in the hands of society that is
not dismantling its own foundations, but
rather taking care of and preserving what
is worthwhile and already built – and thus
building itself further. But, most powerfully shadow public libraries are a reminder to us of how the focus and objective of
our efforts should not be a world that can
be readily managed algorithmically, but a
world in which our much greater achievement is the right guaranteed by institutions – envisioned, demanded, struggled
for and negotiated – a society. Platformisation, corporate concentration, financialisation and speculation, although complex
in themselves, are in the function of the
process of de-socialisation. Only by the
re-introduction of the complexity of socialised management and collective re-appropriation of resources can technological
complexity in a world of escalating expropriation be given the perspective of universal sisterhood, equality and liberation.

235

 

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