Process
For my inquiry into UGC/Crowdsourcing, I investigated and contributed to the Zooniverse project “Maria Edgeworth Letters”. Maria Edgeworth was an influential Anglo-Irish writer in the 19th Century, who’s significant contributions to realist and children’s literature earned her the admiration of one Jane Austen. This project is dedicated to transcribing her personal letters, preserving the key details and idiosyncrasies of her writing style. Seeking to document 10,000 letters which have otherwise eluded the efforts of major publishing houses, it aims to resolve a vast deficiency in the existing literary canon and enable widespread analysis and accessibility of these works.
The format of volunteer contribution to the project is relatively simple: you are provided with a given text, spanning multiple pages of a letter written by Maria Edgeworth. Annotation is implemented via the use of drawn, color-coded lines that delineate where relevant lines of text are written in the document. Gray lines indicate that consensus has been reached on the meaning of the text, other colours (blue, purple) indicate that the text has not been determined. As a user, you are tasked with drawing lines where they are absent and verifying lines with existing interpretations. Suggestions are provided based on what has previously been suggested by users, to provide a guide and allow the project to narrow down a definitive string.
I found providing a few pages of text to be a difficult, if rewarding activity. Edgeworth’s cursive writing is very narrow and hard to understand in parts, I often found the suggestions tremendously helpful in determining the trickier segments of the text. As I became more familiar with the style of her handwriting, it became easier and easier to derive what she was saying, particularly with the unravelling of the letter’s context to infer the subject matter.
Implications Of My Contribution
As previously mentioned, the work of Maria Edgeworth is massively consequential in modern literary history; her writings established the benchmark for women’s and children’s writing alike, pioneering the art of the latter particularly, and significantly inspired writers like Jane Austen. The bodies of work produced by Edgeworth are extensively contextualised by the letters assembled and transcribed by the project, referencing relevant narratives and historical figures. Through the letters, Edgeworth corresponded with the likes of William Wordsworth and Sir Walter Scott, establishing a rich vein of literary connections that far transcend merely the domain of her own writing. Equally, there’s an element of intrinsic personal and cultural understanding to be gleaned from the recovery of these texts: Edgeworth’s letters recall an oft-overlooked tradition of Irish literature, intertwined with contemporary events in Irish history. (MEL, 2024)
The seemingly minute and inconsequential act of adding a measly effort to a basket of annotations, belies the grander scale of the project at large. A wealth of human capital is conjured, motivated by some arcane combination of passion, intrigue or boredom, with the recompense of a final product that benefits everyone. The brick-by-brick construction of a comprehensive, all-encompassing record of works is a necessary fulfillment of the core tenets of digital humanities: faithful, usable replications that enable open access and establish a tradition of restorative extent beyond mere archiving. Digital transcriptions do not simply retain information, they transform it into a medium with the nigh-infinite transformational possibilities of modern communities. From here, we may envision any myriad of uses for the letters, from modelling, to timelines, to revision of prior ideas.
This volunteer work is doubly fulfilling for both parties, in that it substantiates work with a sense of purpose, while also helping us to acquire valuable transcriptional skills and cultivate a greater appreciation and understanding for the relevant works. As a hobbyist reader of Jane Austen, I found learning about a prior unrealised corner of literary history highly edifying, enabling me to admire the progression from one person’s life and work to another’s. In addition, it synthesizes well with my study of English as a subject: the female literary canon has been severely neglected for years, leading to vast deficits in our knowledge of their immense contribution to the development of the literary landscape, particularly where it concerns the novel. (MOTN, Spender) As digital humanists, we can endeavour to reimburse these writers where it is necessarily due, by yielding transcriptions which can persist for decades of research to come.
It’s also crucial to understand the relative obscurity and inaccessibility that previously came to define these letters, as understood by the project’s research itself: Adam Matthew’s collection of Edgeworth papers is only accessible beyond a paywall, and analogues for a free and open library of Edgeworth’s works only truly exist for her contemporaries. (MEL, 2025) The concerns here are logistical: publishing houses are hesitant to undertake vast editorial efforts on this scale, with the body of works to revise being so great and the personnel necessary so demanding. Volunteer work uniquely dispatches both of these concerns. It’s difficult to overstate the importance of a project that commits to rendering her work completely available to all interested parties, regardless of resource restraints. Letters that pivotally contextualise one of the most influential writers of the 18th and 19th centuries, lend us an invaluable understanding of the mind behind them and allow us to better appreciate and properly attribute her contributions to the development of literature as a whole.
What I learned
I found that I gained an appreciation and more in-depth understanding of the rigor and commitment inherent in transcription. As scholars and more generally, people fortunate enough to grow up in the age of information, we take for granted that everything is within our reach. We become blasé and complacent about the scholarly paths being already well-travelled, on a platter for our analysis and future work. But this is a misconception: that we can bring forth anything to bear whatsoever is contingent on the diligent, devoted work of some hundreds or even thousands of scrutinising eyes and weary appendages.
It’s only when you peer into the process of transcription and partake yourself, that you really get to grips with what the whole operation entails. Clerical errors, esoteric dances and spasms of the hand, completely archaic terms from a bygone era of language: these only begin to list the intricacies and challenges of effective transcription. Often, our success depends on the generosity of others; sometimes I struggled helplessly to ascertain what a line in the document was trying to say, where the words would melt into a formless blur, only to find that a samaritan’s suggestion turned the word like a lock and key, finally clicking in my mind. The possibility of a collective intelligence, the sum of many intuitions, is what makes crowdsourced resources so remarkable.
A discursive elephant in the room exists in the form of the language model, the neural network so revered for its almost magical properties of parsing, on grand scales where brute force applications of manpower are rather imprudent and ill-conceived. Prior to this exercise, I would’ve been of a mind to employ one for a project like this; but it is rarely, if ever, so simple. The resources commanded by building a model and providing annotations, to merely running it and evaluating the results, are gargantuan. Human observers who have studied her work for years struggle with aspects of her writing (MEL. 2025), for a computer deficient in context and fundamental comprehension of what the symbols even represent, this task becomes more and more herculean.
I also became cognizant of the academic apparatus that sustains these projects, this project was not spawned by a single stream of expertise, but a sea of distinct disciplines. The transcription skills of the layman work in tandem with a larger scheme of librarians, digital humanists, scholars and engineers. (MEL, 2025) Where the program lacked the sponsorship of a single, ultimate benefactor (as conventional publishing tends to resemble), it benefitted from the financial support and resources of many interested institutions and universities. This highlights how digital humanities projects can leverage the intellectual commons: a decentralised web of curious participants who can lend their individual gifts to a bigger idea that benefits all.
Applications To My Own Work
Having found this experience to be highly edifying overall, I can visualise a myriad of possible implementations of the knowledge I’ve acquired in my future works. The breadth of skills, considerations and dynamics involved in executing a project like this intrigues me deeply; to consider how a crowdsourcing initiative can achieve such a stratospheric standard of data transposition, without the kind of monumental investment that generally underpins these endeavours, offers merely a glimpse into how impactful they can truly be.
Similarly, the novelty of transcription presents itself as a compelling practice; we have already inquired into the creation of digital objects in DH modules adjacent to this one, and it would be highly surprising if this did not form a necessary foundation of my research and academic pursuits in the future. When digital constructions of vital historical objects are so imperative to how we interact with, analyze and recontextualise them, assets like transcription and projects that enable them to be streamlined are invaluable.
It particularly engages me where the methodologies are aligned with my external domain of study and interest, the works of Maria Edgeworth and the era of literature spanned by her letters is perused extensively by my adjacent module in English, EN2071: Women In Literature. Anything and everything I attain in this field is contingent on the existence of accessible, complete materials and records that persist in modern formats. I have no doubt that my future studies will occupy some intersection of both disciplines, with a new and refined perspective honed from my work with Zooniverse. The concept of resolving deficiencies in the female literary canon by means of technology, on a scale previously inconceivable, uniting a wealth of knowledge and human resources that could not reasonably be called upon prior to these developments. The prospect of this is incredibly exciting to myself and those passionate towards reconciling injustices perpetrated against women authors.
These opportunities will unfailingly present themselves on my Erasmus journey in third year and in my subsequent final year project, which will unite the concepts of humanities with the digital methodologies that propel projects like the Maria Edgeworth Letters. Beyond that, there exists many applications of transcription in archiving and research at the postgraduate level and in legion fields of employment. In addition, annotation as a concept is increasingly significant in the sphere of machine learning and natural language processing. The initial human involvement that precedes the results we leverage from these technologies cannot be understated.
While it may sound like a banal cliché, perhaps the most important lesson to be derived from this undertaking is the importance of teamwork and collaboration. The works of individual volunteers seem trivial and insignificant in terms of the whole task, but the essence of mutual cooperation binds the menial work to a higher purpose. This is a philosophy that I intend to carry into my future occupations, be they professional or academic in nature. Where it is possible and prudent, I will elect to involve people in my undertakings where it may assist productivity and the usefulness of the results. Equally, I will seek out opportunities to make myself useful and be part of bigger schemes in research and development.
Citations
Zooniverse.org. (2025). [online] Available at: https://www.zooniverse.org/projects/mariaedgeworthletters/maria-edgeworth-letters/about/research [Accessed 19 Feb. 2025].
Spender, D. (1986). Mothers of the novel : 100 good women writers before Jane Austen. London ; New York: Pandora.