Accelerating embedded computational analysis of Web data about music in UK universities

Lead Research Organisation: Durham University
Department Name: Computer Science

Abstract

Web data is especially useful for the cultural study of music as the internet plays host to novel and complex cultural and social forms, like music streaming, ripping and sharing, and online co-production of music. However, specialised digital skills are required to retrieve, process, and analyse this data, especially at the scales that are required to deal with the increasing volumes of information available to researchers online. Despite its importance, which has been recently recognised by music researchers working in a variety of disciplines - including historical musicology, ethnomusicology, digital media and communication studies, and sociology - there are limited opportunities for UK-based researchers to acquire the necessary skills that will allow them to unlock this valuable data for use in their own research. The proposed research will address this problem by piloting a new digital skills training programme for music researchers, which will train approximately 60 UK-based researchers at a variety of digital skill levels and representing various career stages in topics relevant to using Web data as a primary source. Six, one-day, online workshops will be held on topics that are directly relevant to the needs of music researchers who are interested in making use of Web data in their research, which will be elicited through a survey programme and focus groups at the partner institutions of Durham University and the University of Birmingham. Some of the topics covered include: an introduction to Web technology for music researchers; training in the use new, user-friendly graphical user interfaces (GUIs) for the retrieval of Web data; and the advanced use of command-line interfaces to capture and analyse large amounts of Web data. The training offered will be of direct relevance to music researchers, as all workshop leaders themselves are music researchers, and they will be invited to illustrate how digital skills training has allowed them to answer exciting, transformative research questions. To ensure the usefulness of the training sessions to a much broader audience than the first cohort of trainees covered in this pilot project, workshop leaders and project staff will prepare their training materials according to an innovative and well-regarded methodology for open, reusable, and sustainable software skills training, known as The Carpentries. To ensure this, the project will consult with trainers from the Sustainable Software Institute, who will provide workshop leaders and project staff with the training needed to become certified Carpentries instructors and to successfully design and deliver collaborative digital skills training lessons. Toward the end of the project, the results of the survey programme and focus groups will be analysed, and the strengths and the weaknesses of the pilot will be critically analysed in a co-authored, peer-reviewed journal article. Additionally, the training materials used in the workshops will be published online and made freely available to all participants and other music researchers, so that they in turn may train others in digital skills that unlock Web data as a primary source. The project is led by a multidisciplinary team of investigators, spanning computer science and musicology, who all have used digital skills to advance their research goals. Working together with a Research Associate, the project team will impact digital skills delivery in the UK in three ways. In the short term, the pilot embeds a new capability at Durham and Birmingham for scalable digital skills training for music researchers, responding to actual need and training best practice. In the medium term, the project deliverables will be used to train peers, educate students, and support future decision-making by digital skills training stakeholders. Finally, in the long term, we embed digital skills in music research by emphasising their transformative aspect and creating future demand for related training.

Publications

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Description During this project, we investigated the digital skills training needs of approximately 100 UK-based music researchers, using survey and focus group techniques. In tandem with this needs mapping exercise, six online training activities were held, introducing music researchers to a selection of digital skills that are useful for the collection and analysis of Web data about music, such as that which may be found on social media, in existing open datasets relating to music practice, or held in Web archives. The trainers who delivered these activities were then themselves trained (in collaboration with the Software Sustainability Institute) in a methodology for digital skills delivery - called The Carpentries - which improved their capacity to deliver, design, and contribute to a growing body of open-access training materials. Four of these activities were further developed by the project staff and contracted workshop leaders, converting existing conventional training material into "pre-alpha" Carpentries lessons pages, which are available online and undergoing continued development. Throughout the project, care was taken to collect feedback from learners and trainers to iteratively improve the relevance and effectiveness of this materials. During the project, we have also grown a mailing list of music researchers who have interacted with the project either as trainees or as other interested parties, which will serve as the backbone of the community of practice that will benefit from the project's achievements.
Exploitation Route The "pre-alpha" lesson materials are already available for comment and community revision, and will - in their final form - used in the future by workshop leaders conducting future digital skills training activities for music researchers, and, on a self-paced basis, by individual researchers or educators. The project staff who have been trained in The Carpentries methodology are better positioned to deliver and facilitate future training in this format within their respective host institutions, and to advocate for the benefits of open, iteratively developed, and community-managed digital skills training techniques within the constituency of UK-based music researchers.
Sectors Digital/Communication/Information Technologies (including Software)

Education

Culture

Heritage

Museums and Collections

URL https://acceleratingdigitalskills.org/
 
Description Full-time music researchers are newly trained in The Carpentries digital skills training methodology
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact By completing a "check-out" procedure, project staff trained as described above permits them to deliver The Carpentries trainings in future and facilitates their contribution to the global Carpentries community of practice. This also broadens the awareness of The Carpentries methodology within academic Music departments across the UK (Durham, Bristol, Salford, Birmingham), in which four of the five trained staff hold full-time academic posts.
 
Description Software Sustainability Institute trains project team in Carpentries training and lesson development methodology 
Organisation Software Sustainability Institute
Country United Kingdom 
Sector Public 
PI Contribution Project staff contribute formative feedback to The Carpentries and SSI to improve Collaborative Lesson Development Training materials, which are in "beta" at time of writing.
Collaborator Contribution PI, Co-Is, PDRA, and contracted workshop leaders attended The Carpentries Instructor Training (2 days, online) with access mediated by Software Sustainability Institute (SSI). Project staff are completing the Carpentries Collaborative Lesson Development Training (3 days, online) delivered by staff from The Carpentries and SSI.
Impact Five project staff (two Co-Is, one PDRA) and affiliates (two contracted workshop leaders) have successfully completed The Carpentries Instructor Training, and four have become newly certified instructors by completing a "check-out" procedure that permits them to deliver The Carpentries trainings in future and facilitates their contribution to the global Carpentries community of practice.
Start Year 2023
 
Description Online FAQ session about forthcoming online training programme 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact A Q&A session on Zoom on Monday 31st July at 10 a.m. (BST) was held to answer questions about the free training events offered by the project.
Year(s) Of Engagement Activity 2024