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The THINK group is an informal, self-organized international research collective of scholars working in digital scholarly editing (DSE) and digital humanities. Formed around a shared dissatisfaction with the theoretical and technical limits of TEI/XML-based documentary editing, the group has spent several years developing an alternative approach centred on graph-based and event/annotation-oriented models of text — treating editions not simply as encoded documents but as networks of glyphs, annotations, and interpretive acts that can be modelled, queried, and reasoned about computationally.
The group meets on a recurring (usually weekly) video call, a rhythm maintained with only brief interruptions across more than six years, through which it has produced peer-reviewed publications, conference papers, panels, and two multi-day workshops.
The group’s earliest activity documented here centres on an AHRC/DFG-funded grant proposal, Textual Heritage editing through INtegrated Knowledge graphs (THINK), led by a UK-based PI with international co-investigators (Germany, Netherlands, Italy). After the proposal received favourable but non-fundable reviews in mid-2022, the team drafted and submitted a formal response to reviewers (per AHRC guidelines), addressing critiques around theoretical grounding (situating the work relative to scholars such as Sahle, Pierazzo, McGann, and Vogeler) and around Linked Open Data/CIDOC-CRM integration. The proposal was ultimately not funded (November 2022), with reviewers rating it “internationally excellent” but not high enough priority given limited funds.
Rather than abandon the work, the group treated the proposal text as the seed of an academic article, continuing to meet regularly through late 2022 into 2023 to develop the underlying theoretical model — built around glyph/annotation graph structures, questions of reading order and text “addressability” via URIs, and critique of TEI/XML’s documentary assumptions.
The group’s central theoretical article was submitted to the International Journal of Digital Humanities (IJDH) in mid-2024. Peer review (received September 2024) was notably positive, with reviewers describing the paper as convincing as submitted and recommending only minor reference formatting corrections rather than substantive revision. The article was published later in 2024, with open-access publication costs covered by one author’s institution (University of Cologne).
Building on the article and panel, the group organized a two-day international workshop in Vienna (20–21 February 2025), inviting scholars from multiple disciplines working on textual and material editing (manuscript studies, epigraphy, musicology, numismatics, etc.).The workshop’s aim was to explore a more generalized, cross-disciplinary model of “editing” as a formally expressible interpretive process, combining a theoretical/discussion component with a hands-on session applying a graph-based (“star”) data model to participants’ own datasets. The event required substantial logistical coordination (invitations, travel, accommodation, position papers from ~15+ participants) and was followed by a period of “document gardening” to consolidate outputs into actionable next steps and a special issue call.
Following Vienna, the group: - Solicited and began collecting position papers/articles for a planned special journal issue continuing the workshop’s themes. - Presented related work at further conferences, including DHd 2026 and other venues, with multiple individually and jointly authored papers accepted.
As of the most recent activity, the group:
| Output | Type | Venue/Outlet | Status |
|---|---|---|---|
| THINK grant proposal + reviewer response | Funding application | AHRC/DFG | Not funded (Nov. 2022) |
| “Opening Up Scholarly Observation of Textual Phenomena” | Conference paper | Open Up DSE, Zürich | Presented 2023 |
| DHd panel (graph/editing theory) | Conference panel | DHd 2024, Passau | Presented 2024 |
| Core theoretical article (graph/glyph model of text) | Journal article | International Journal of Digital Humanities | Published 2024 (open access) |
| Vienna workshop | Multi-day workshop | University of Vienna | Held Feb. 2025 |
| Cologne workshop | Multi-day workshop | University of Cologne | Held 2025/26 |
| Special issue articles | Journal special issue | In progress (CISE-related) | In preparation |
| Materiality/sortes texts paper | Conference paper | IMC Leeds | Submitted/presented 2025 |
| Fishbowl session + scripted piece | Conference session | Editopia 2026, Wuppertal | Presented Sept. 2026 |