Architectural Parity in Indigenous Digital Frameworks: Refactoring the Bibbullmun/Noongar Digital Archive

This project lies at the convergence of software engineering, digital archiving, and Indigenous epistemology. It aims to construct a digital framework for the Bibbullmun Nation (currently often miscategorised under the monolithic colonial identifier "Noongar") that structurally mirrors the traditional ontological trilogy: Boodjar (Country/Ecology), Moort (Kinship/People), and Katitjin (Knowledge/Law). Rather than forcing Indigenous cultural data into standard Western two-dimensional database paradigms, this project utilizes Interactive Computational Analysis (via Jupyter-PHP and Abstract Syntax Tree manipulation) to refactor web architectures so they natively enforce traditional governance protocols, such as the 4-Skin Law and matrilineal moieties. Additionally, it involves a rigorous historical and linguistic analysis of colonial archives to empirically demonstrate the distinction between "Bibbullmun" (the sovereign nation) and "Noongar" (a gendered, initiated status). Research Questions Architectural Parity: How can standard relational database structures and object-oriented PHP architectures be refactored to accurately reflect the multi-dimensional, living ecosystem of Bibbullmun kinship (Moort) and territorial governance (Boodjar)? Linguistic & Historical Reassessment: Does computational and textual analysis of early colonial archives (e.g., Moore 1842, Bates, Tindale) confirm that "Bibbullmun" is the correct national identifier, while "Noongar" historically functioned as a highly specific, gendered status marker? Data Sovereignty: How can programmatic strictures (such as session-managed ICIP protocols) be hard-coded into the DOM to protect Secret/Sacred knowledge and restrict access based on customary Law? Hypotheses H1 (Technical): Legacy Western data modeling fails to capture the reciprocal obligations of the 4-Skin system. Refactoring the AST of existing platforms will result in a more ontologically accurate digital representation. H2 (Linguistic): A systematic review of primary 19th-century vocabularies will yield statistically significant evidence that "Noongar" (and its variants) was originally recorded strictly as "man/initiated male" and was only later misapplied as a pan-regional ethnic identifier by colonial administrations. 2. Design Plan Study Type This is a mixed-methods digital humanities and software engineering study. It combines Qualitative Archival Analysis (ethnographic, historical, and linguistic data) with Applied Computer Science (software refactoring, AST manipulation). Blinding No blinding is involved in this study. Study Design Archival Phase: Aggregation and text-mining of historical vocabularies, colonial diaries, and anthropological records. Synthesis Phase: Mapping the extracted cultural principles (4-Skin Law, 23 Sovereign States, lifecycle stages) into a unified digital logic framework. Implementation Phase: Deployment of Indigenous Data Sovereignty protocols (warning overlays, data gating) directly into the UI/UX. 3. Sampling Plan Existing Data Registration Registration prior to the completion of the software refactoring and the finalization of the historical text analysis. Data Collection Procedures Data will be sourced from publicly available and restricted-access historical archives, including but not limited to: A Descriptive Vocabulary of the Language in Common Use Amongst the Aborigines of Western Australia (George Fletcher Moore, 1842). Field notes and genealogies by Norman Tindale and Daisy Bates (sourced via AIATSIS and the State Library of Western Australia). Contemporary oral histories and linguistic maps (e.g., Wirlomin Noongar Language and Stories Project) Legal documents and spatial data regarding the South West Native Title Settlement. Sample Size The sample encompasses the entirety of available 19th-century vocabularies for the South West region, comprising over 15 distinct dialects, alongside a complete codebase audit of the existing digital archive infrastructure. 4. Variables & Constructs Manipulated Variables (Technical) Code Structure: Abstract Syntax Trees (AST) of the PHP codebase. Database Schema: Transitioning from flat relational tables to interconnected, dynamic ecosystems representing the 4-Skin Law and matrilineal moieties. Measured Variables (Linguistic/Historical) Term Frequency & Context: The frequency, translation, and contextual usage of the terms "Noongar" (Nyoongah/Nyungar) vs. "Bibbullmun" (Bebleman/Piblemen) in pre-1900 literature. Lifecycle Nomenclature: Tracking the precise definitions of developmental stages (e.g., Koolang, Yorgah, Nyoongah, Moyran). 5. Analysis Plan Statistical & Computational Models Natural Language Processing (NLP): Semantic analysis of early settler texts to map the shift from traditional to colonial nomenclature. AST Manipulation: Using PHP-Parser within a Jupyter Notebook environment to traverse, dissect, and rebuild legacy PHP files, ensuring that the backend logic matches the epistemological reality of the Bibbullmun people. UI/UX Auditing: Evaluating the frontend (HTML/CSS/JS) for compliance with the "Sovereign Palette" (Ochre, Deep Red, Black, Cream) and the integration of mandatory cultural warning modals (e.g., warning.php). 6. Ethics & Indigenous Data Sovereignty Ethical Compliance & ICIP This project strictly adheres to Indigenous Cultural and Intellectual Property (ICIP) protocols. Consent and Authority: The architecture respects the ultimate authority of the Moyran and Temmen (Elders) over cultural knowledge. Restricted Access: Code logic will include explicit gating mechanisms (similar to the Ara Irititja model) to protect "Secret/Sacred" and gender-restricted knowledge (Men’s Business / Women’s Business).