Skip to content
View klausbehnamshad's full-sized avatar

Block or report klausbehnamshad

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
klausbehnamshad/README.md

Klaus Behnam Shad

Digital Humanities · Research Software · Oral History · Digital Editions

I am a postdoctoral researcher and Oral History Coordinator at the Centre for Contemporary and Digital History (C²DH), University of Luxembourg, and Principal Investigator of LIFE. I design research software for digital editions, oral history and interview-based qualitative research. Across these projects, computational proposals, source references and human decisions are documented according to each tool's scope.

Website · ORCID · Zenodo · Teaching


Digital editions and linked data

TEI CRM Bridge · research prototype
Enriches TEI P5 letters with persons, places and organisations. It writes a new TEI file while preserving the reading text and existing markup of the input. Automatically recognised names remain documented candidates. A separate reviewed RDF graph records editorial decisions; accepted candidates additionally receive CIDOC CRM classifications and document references. W3C Web Annotation links mentions to text locations, and PROV-O records their provenance. An evaluation of version 0.2 used 40 letters from the Arthur Schnitzler correspondence edition. The current development branch also contains a CMIF export for correspondence metadata; it does not submit records to correspSearch.

Oral history infrastructure

DINOH · umbrella project
Connects a transcript workflow, a metadata model and shared methods. Its evaluation component provides 28 synthetic interview records in seven languages and a scoring procedure. The model backend remains a placeholder, so the published outputs are not model-performance results.

OHPIPE · experimental public preview
Versions transcripts and separates descriptive proposals from human decisions. A September 2026 pilot took one transcript through reviewed descriptive proposals; it did not establish export readiness or general model quality.

diar2 · local transcription tool
Creates draft speaker-attributed transcripts and a listening review list for two-person interviews on Apple Silicon Macs. It runs offline by default after model setup; accuracy has so far been measured only on synthetic speech.

IMM-Core · published metadata model
Defines a minimal core for interview-based qualitative research across disciplines: thirteen fields, seven required, specified in DCTAP with documented crosswalks.

Qualitative analysis

AegisQDA · MVP for synthetic inputs
A local privacy gateway before DigQDA. It detects identifiers, requires complete human review, replaces confirmed identifiers with typed surrogates and performs a second scan. Authorisation for real data is not enabled.

DigQDA · pre-release
Provides versioned method contracts and a local reference runner for source-bound coding proposals. Its conformance checks reject quotations or locators that cannot be resolved in the source. The consuming research application remains responsible for authorisation and review.

Relational Justice Analysis · published analytical framework
Makes its theory-guided coding rules and later revisions inspectable. An exploratory reliability study compares human and LLM coders and documents limits, including disagreement about which justice dimensions to assign.

Each repository documents its versions, tests and limitations; archived releases are available through Zenodo where applicable.


Background

I am a social and cultural anthropologist (Dr. phil., Freie Universität Berlin). My research examines human differentiation, migration, citizenship, emotion, AI and society, and oral history. It draws on a socio-cybernetic understanding of society as a recursive system of distinctions reproduced through feedback, institutional routines and cognitive stabilisation. In the software, theoretical assumptions and initial analytical categories are made explicit, revisions are documented, and interpretation remains with the researcher.

I have taught at Freie Universität Berlin and the University of Luxembourg. Recent open-access books: The Sorting of Humanity and Die Sortierung der Menschheit (transcript, 2026).

Pinned Loading

  1. AegisQDA AegisQDA Public

    Local-only privacy gateway for DigQDA (MVP for synthetic inputs; mandatory human review).

    Python 1

  2. DigQDA DigQDA Public

    DigQDA is a modular AI-assisted methods lab for evidence-bound qualitative data analysis, with prompts and workflows for coding, interpretation, and human review.

    Python 2

  3. DINOH DINOH Public

    DINOH Evaluation: synthetic examples and evaluation methods for oral-history assistance. Placeholder model backend; no model-performance results. OHPIPE is developed separately.

    Python 1

  4. relational-justice-analysis relational-justice-analysis Public

    A theory-driven, rule-based infrastructure for modeling social (in)justice as structured tension between normative claims and structural constraints in qualitative interview data.

    Python 1

  5. imm-core imm-core Public

    Generic minimal metadata model for interview-based qualitative research

    Python