Poster of the workshop Beyond the Book, Freie Universität Berlin, 21–22 September 2026

Beyond the Book · Freie Universität Berlin · 21–22 September 2026

Digital Scholarly Communications…

Keynote at Beyond the Book: Digital Research, Presentation, and Sustainability

Maxim Romanov

September 22, 2026 · The Evolution of Islamic Societies (c. 600–1600 CE), Universität Hamburg

Cover of Digital Humanities for Arabic and Islamic Studies beside the publisher’s page

What’s in the book?

Three Chapters

  1. A Pitch for the DH
  2. Digital Avatars and Metaobjects
  3. Computational Inquiries

In short, this book asks: What does it mean for our field when the entire library becomes a vademecum—something that, quite literally, “goes with me” everywhere? What new possibilities and responsibilities does this transformation bring?

The Diag at the University of Michigan in winterUniversity of Michigan
Prof. Sherman JacksonSeal of the University of Michigan
al-Jāmiʿ al-Kabīr? Shamela?
C’mon, man, that is cheating!
— Prof. Sherman Jackson

Tracing Concepts over time with The Secret Weapon

Senior Scholar

Decades of notes. Thousands of hours in the stacks. This kind of work was the prerogative of senior scholars.

Graduate Student

One searchable library. Hundreds of classical Arabic texts. A senior scholar visibly unsettled. A tool never acknowledged.

“Why would he? These weren’t ‘real’ books. Only books needed to be cited.”

Not the first revolution, not the last…

Oral/Aural
Written
Print
Digital

Unlike classicists — who have been digitizing Greek and Latin texts since the 1980s — scholars of Arabic and Islamic studies had almost nothing to do with the appearance of our digital corpus.

“A scan through recent academic publications can easily leave the impression that our digital corpus does not exist at all, or if it does, it is of relatively little consequence.” — Travis Zadeh, 2016

Mountain of information

Cumulative number of publications about the Islamic world, 1920 to 2020

Scholarship doubled between 2000 and 2020!

Cumulative number of publications about the Islamic world, 1920 to 2020

The Library That Arrived Unexpected

8,600+classical Arabic texts
1 billion+words in the corpus
1,300+years of written Arabic

A treasure without a map. A library without a methodology.
A field that found itself unprepared.

What do we do when the entire library becomes a vademecum?!

OpenITI, v. 2023.1.8 — “clean”

Our final subcorpus, based on version 2023.1.8, consisting solely of “clean” unique texts written up to 1400/1980:

  • – 2,783 unique authors (156 fewer than in the set above, or 94.69%)
  • – 7,058 unique texts (−407 fewer, or 94.55%)
  • – 927.37 million tokens before cleaning
  • – 868.81 million tokens after removal of most paraeditorial material and remaining “unclean” (93.68% of the uncleaned set)
Chronological distribution of the volume of the OpenITI subcorpus

But a corpus is also a historical source

  • Survival bias — what reached us
  • Editorial / digitization bias — what modern scholars chose to publish
  • Uneven genre and chronological coverage

Source criticism begins with the instrument.

Density plots of books by century in three libraries and the Hadiyyat al-ʿārifīn
Share of series total by century: Hadiyyat al-ʿārifīn, major libraries, and OpenITI unique texts

The Proposition: Four Domains

IDigital AvatarsMachine-readable editions of manuscripts and printed books
IIMetaobjectsCorpora, databases, and linked open data at scale
IIIComputational MethodsStatistics, stylometry, and NLP adapted for Arabic
IVNetworksKnowledge networks: text, person, place, and time connected

Each domain depends entirely on the success of the preceding ones — no shortcuts.

Digital Pragmatism: born from necessity, not ideology

It is truly sustainable only if you can do it alone.

  • — Bare minimum technologies: limit without compromising necessary complexity
  • — Learn them deeply: no dependency on external technical support
  • — Automate repetition: your time is better spent elsewhere

“Simple, but not simpler.”
“Laziness is the engine of the progress.”

Digital Pragmatism: born from necessity, not ideology

It is truly sustainable only if you can do it alone.

  • — Bare minimum technologies: limit without compromising necessary complexity
  • — Learn them deeply: no dependency on external technical support
  • — Automate repetition: your time is better spent elsewhere

“Simple, but not simpler.”
“Laziness is the engine of the progress.”

+ LLMs

The irony of new media

Socrates seated before a scroll, the Acropolis behind him
The classical critique of books

“If anyone asks them anything, they remain most solemnly silent.”

— Plato, Phaedrus 275d

Writing was once suspect; today written texts are our scholarly gold standard.

The modern parallel

Now, knowledge from LLMs is suspect…

…yet LLMs bring dialogue back to reading.

The ultimate irony: technology restores the interactive conversation Plato feared was lost.

Two Arabic quotations: “So, imagine yourself in …” from al-Ḥāriṯ al-Muḥāsibī’s Kitāb al-tawahhum, and “I am taking y’all to …” from ʿAbd al-Ḥamīd Kišk’s al-Ḫuṭab al-minbariyyat
  1. ١Case Study 1: Tracing Term Usage
  2. ٢Case Study 2. Modeling Textual Typology
  3. ٣Case Study 3. Charting Linguistic Evolution
  1. ١Case Study 1: Tracing Term Usage
  2. ٢Case Study 2. Modeling Textual Typology
  3. ٣Case Study 3. Charting Linguistic Evolution
Google Books Ngram Viewer: telegraph, telephone, television

Case Study 1: Tracing Term Usage

2.1   From “The Devil’s Delusions” to Ḥadīṯ Studies
Now that we have a general sense of how the OpenITI NgramReader works, let’s consider a more complex inquiry, this time into terminology central to the study of Ḥadīṯ. In the early 2000s, I made my first attempt at writing a PhD thesis at the Institute of Oriental Manuscripts of the Russian Academy of Sciences in my hometown of St. Petersburg. My dissertation focused on a close reading of “The Devil’s Delusions” (Talbīs Iblīs) by Ibn al-Jawzī (d. 597/1201), the renowned historian, traditionist, and—perhaps most importantly—Ḥanbalī preacher (wāʿiẓ) of Baġdād.

2.2   Proposition 1: The Chronology of Transmission Terms
2.3   Proposition 2: The Decline of Isnāds
2.4   Proposition 3: The Canonization of Ḥadīṯ Collections

NgramReader: relative frequencies of three transmission terms over time
ADHFAIS Appendix 1: NgramReader, 2025 (OpenITI, release 2023.1.7). Relative frequencies of anbaʾa-nā, aḫbara-nā, and ḥaddaṯa-nā, with LOESS smoothing.
Transmission terms in the first four centuries of Islam
All transmission terms aggregated
Full transmission terms compared with their abbreviations
Mentions of al-kutub al-sittat over time
Authors mentioning al-kutub al-sittat by century and region
  1. ١Case Study 1: Tracing Term Usage
  2. ٢Case Study 2. Modeling Textual Typology
  3. ٣Case Study 3. Charting Linguistic Evolution

Case Study 2. Modeling Textual Typology

  1. [B] Biographical type (tarājim): mostly collections of biographies
  2. [E] Exegetical type: interpretations of the Qurʾān (tafsīr)
  3. [G] Graeco-Arabic (“Greek-esque”) type (yūnāniyyāt): translations from Greek and works on the development of Greek philosophy in Arabic (falsafat, predominantly Aristotelian)
  4. [H] Historical type (tawārīḫ): mainly chronicles
  5. [F] Legal type (fiqh): a broad variety of legal texts
  6. [L] Linguistic type: a broad variety of grammatical, rhetorical, and lexicographical texts (balāġat, naḥw, maʿājim luġawiyyat)
  7. [M] Medical type (ṭibb): mainly texts on Galenic medicine
  8. [P] Poetic type (šiʿr): mainly collections of poetry (dīwāns)
  9. [K] “Scholastic-theological” type: works of kalām
  10. [Ḥ] Tradition-based type: collections of ḥadīṯ
Table 9: classification of 81 texts from altafsir.com

Rolling Typological Assessment

Rolling typological assessment of Talbīs Iblīs

Majmūʿāt Case

Rolling assessment of an artificial majmūʿat
  1. ١Case Study 1: Tracing Term Usage
  2. ٢Case Study 2. Modeling Textual Typology
  3. ٣Case Study 3. Charting Linguistic Evolution

Case Study 3. Charting Linguistic Evolution

  • The pre-classical period lasts from the appearance of Islam until the end of the Umayyad period (c. 1–132/622–750).
  • The classical period corresponds roughly to the ʿAbbāsid period (132–656/750–1258).
  • The postclassical period encompasses the reign of the Mamlūks (648–923/1250–1517) and most of that of the Ottomans.
  • The modern period (from Napoleon’s invasion of Egypt in 1213/1798), extending to the present day.

Case Study 3. Charting Linguistic Evolution

  • Preclassical   c. 622–750
  • Classical   750–1258
  • Postclassical   1258–1798
  • Modern   1798–
Preclassical600–750
Classical750–1258
Postclassical1258–1798
Modern1798–

Where do these lines come from?

Geschichte der arabischen Litteratur, 5 vols. (1896–1943)

Cambridge History of Arabic Literature, 6 vols. (1983–2006)

Encyclopedia of Arabic Language and Linguistics (Brill)

A model the field built impressionistically

Periodization is unavoidable:
It organizes research, explanation, teaching.
It is a major historian’s tool.

But the architecture of the standard scheme was never systematically derived from the written tradition as a whole.

What if we ask the written tradition itself?

The obvious casualty: the Mamluk centuries

c. 1250–1517: one of the busiest periods of Arabic textual production

Yet usually absorbed into a vast “postclassical” period, often called the “Period of Decadence”

The category hides distinctiveness instead of explaining it

Does the corpus itself see a coherent middle period?

Two witnesses

First witness: Corpus

Chronological distribution of the volume of the OpenITI subcorpus

Two lenses on change

Keywords (TF–IDF): what texts are about
Style (MFV): how texts are written

  • Hundreds of parameter combinations
  • 3,000 random samples (MFV)
  • 72,000 dendrograms » 48 consensus trees

Do not trust a tree. Ask what survives across trees.

Contentkeywords / TF–IDF
Stylemost frequent vocabulary

Style

stylometry

  • distributions of frequencies of most frequent words (function words) are unique to individual:
  • authors
  • periods
Unrooted dendrogram of authors’ writings clustered by stylometric distance

Style

stylometry

  • distributions of frequencies of most frequent words (function words) are unique to individual:
  • authors
  • periods

Jurjī Zaydān’s writings
(1) 1891–1902 · (2) 1903–1905 · (3) 1906–1914

Dendrogram of Jurjī Zaydān’s writings in three periods
A single dendrogram of corpus samples by 50-year interval
A single dendrogram of 50-lunar-year samples of the corpus, colored by macroperiod. Hijrī dates!
Grids of small dendrogramsGrids of small dendrograms
72,000 dendrograms: hundreds of parameter combinations over 3,000 random samples.
Summary stripe diagrams, stylometric testsSummary stripe diagrams, keyword tests
Summary stripe diagrams: what survives across the trees.

Major periods

  • The early macroperiod (622–1200)
  • The middle macroperiod (1200–1540)
  • The late macroperiod (1540–1980)

Results of majority of 72,000 dendrograms:

3,000 stylometric samples (1,500 discrete; 1,500 overlapping)
12 distance metrics, 2 major clustering algorithms;
48 tf-idf keyword tests.

The middle macroperiod (c. 1200–1540)

  • Thematic profiles isolate it as a distinct period
  • Stylometric profiles often attach it to the early macroperiod
  • The language evolves slower than the written tradition: new distinct themes, but older language

Two clocks: themes shift faster than language.

A different macrohistory of the written tradition

  • Early: c. 622–1200
  • Middle: c. 1200–1540
  • Late: c. 1540–1980
  • Boundaries are transition zones, not event dates
Earlyc. 622–1200
Middlec. 1200–1540
Latec. 1540–1980

Two witnesses

Second witness: Bio-Bibliographical Collection

Second witness: 8,800 authors

Ismāʿīl Bāšā al-Baġdādī (d. 1338/1919)

Hadiyyat al-ʿārifīn
c. 8,800 authors; 40,000+ titles
A bio-bibliographical model of the tradition

Independent of the corpus experiments

8,800authors
40,000+titles

c. 600–1200: an Iraqi-Iranian world

> 80% Iraq + Iran
Map of the Islamic world with the flows of scholars in the early macroperiod, centred on Iraq and Iran

c. 600–1200: an Iraqi-Iranian world

> 80% Iraq + Iran
Charts of annual production for Iraq and the Iranian provinces
Annual production by region in the early macroperiod: Iraq (al-ʿIrāq) and the Iranian provinces.

c. 1200–1540: a Syrian-Egyptian world

> 55% Egypt + Syria
Map of the Islamic world with the flows of scholars in the middle macroperiod, centred on Egypt and Syria

c. 1200–1540: a Syrian-Egyptian world

> 55% Egypt + Syria
Charts of annual production for Syria and Egypt
Annual production by region in the middle macroperiod: Syria (al-Šām) and Egypt (Miṣr).

After c. 1540–1900: a new polycentric geography

≈ 30% Anatolia
Map of the Islamic world with the flows of scholars in the late macroperiod, with Anatolia and India prominent

After c. 1540–1900: a new polycentric geography

≈ 30% Anatolia
Charts of annual production for India and Anatolia
Annual production by region in the late macroperiod: India (Hind) and Anatolia (al-Rūm).

Two transitions: 1200–1300 and 1500–1600

  • Westward movement from Iraq and Iran begins before the Mongol conquest
  • Andalusi scholars move east as Christian expansion advances in Iberia
Baghdad’s fall occurs inside an already-moving geography

Patterns: Great Cities of Islam

Number of biographies per 20 years for Baghdad, natives and visitors, with the Mongol sack of 656/1258 marked

Two transitions: 1200–1300 and 1500–1600

Map of the first major transition, with movements from Iraq and Iran westward and from al-Andalus eastward

Two transitions: 1200–1300 and 1500–1600

  • The rise of the Ottoman Empire marks the emergence of a Turco-Arabic world under Ottoman control
  • and the parallel development of an Indo-Iranian sphere.

Two transitions: 1200–1300 and 1500–1600

Map of the second major transition, with flows toward Anatolia and India

Two independent witnesses

CORPUS of TEXTS
lexical/thematic and stylometric change

REGISTER of AUTHORS
cultural geography over time

Different biases. Different assumptions. Similar macro-boundaries.

Three long cultural regimes (macroperiods)

  1. The early Iraqi-Iranian  ·  c. 622–1200
  2. The middle Syrian-Egyptian  ·  c. 1200–1540
  3. The late Turco-Indian  ·  c. 1540–1980

(with discernable sub-periods inside each)

Table 3.34: books by region in the early, middle, and late macroperiods

Periods are also places

  • Traditional periodization assumes universality
  • Computational periodization demonstrates that language and textual production are aligned in time with changing cultural geography *

Each period gets not just a name, but also a map.

(* to be redone on the EIS1600 data: 600,000 bios > c. 130,000 individuals)

What changes if we accept this model?

  • The Mamluk centuries become a coherent middle period, not the beginning of decline
  • 1258 is recontextualized as an event within a longer transition (1200–1300)
  • c. 1540 emerges as a major structural break (essentially, the end of the Mamluk period)
  • Chronology & geography become part of the same explanation
Cover of Digital Humanities for Arabic and Islamic Studies beside the publisher’s page

Afterword: farḍ al-kifāyaŧ

A communal duty in Islamic law: if enough members of a community fulfill it, the rest are absolved. If all neglect it, the entire community is accountable.

No one else will digitize our texts.

No one will create our corpora.

No one will develop methods for our research questions.

This is our responsibility, and ours alone.

Cover of Digital Humanities for Arabic and Islamic Studies

In short, this book asks:

«What does it mean for our field when the entire library becomes a vademecum — something that, quite literally, “goes with me” everywhere?»

Chapter 1

Why we should even bother—a question that remains at the heart of every discussion about the digital.

Chapter 2

How we might go about harnessing the new digital opportunities within the field.

Chapter 3

What we can expect to accomplish:
1) trace term usage
2) model textual typology
3) chart linguistic evolution

Altogether, the book proposes a vision of digital humanities relevant to the field of Arabic and Islamic studies. It argues that this venture is not about cheating, but about keeping up with the rest of the world and ensuring that the future of the field remains in our own hands.

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