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"Griffin, Gabriele"
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AI, Cultural Heritage, and Bias: Some Key Queries That Arise from the Use of GenAI
2024
Our article AI, cultural heritage, and bias examines the challenges and potential solutions for using machine learning to interpret and classify human memory and cultural heritage artifacts. We argue that bias is inherent in cultural heritage collections (CHCs) and their digital versions and that AI pipelines may amplify this bias. We hypothesise that effective AI methods require vast, well-annotated datasets with structured metadata, which CHCs often lack due to diverse digitisation practices and limited interconnectivity. This paper discusses the definition of bias in CHCs and other datasets, exploring how it stems from training data and insufficient humanities expertise in generative platforms. We conclude that scholarship, guidelines, and policies on AI and CHCs should address bias as both inherent and augmented by AI technologies. We recommend implementing bias mitigation techniques throughout the process, from collection to curation, to support meaningful curation, embrace diversity, and cater to future heritage audiences.
Journal Article
Bodily interventions and intimate labour
by
Griffin, Gabriele
in
Art & Art History
,
ART / Criticism & Theory
,
Assisted Reproductive Technologies
2020,2023
How have rapid changes in biotechnologisation, for example around assisted reproductive technologies or (re)constructive surgery, effected those seeking help with fertility treatment or clitoral reconstruction? What is involved for queer people in making a family of their own, or for trans people to access the relevant surgery? This volume argues that contemporary cultures foster bioprecarity by categorizing groups of people in certain ways and/or by denying them access to the treatment they seek or need. Drawing on original empirical data with trans and queer people, but also other minoritised and racialized groups, this volume explores how bodily interventions, their regulation, and the intimate labour the interventions involve, create vulnerabilities.
The benefits and disappointments following clitoral reconstruction after female genital cutting: A qualitative interview study from Sweden
by
Griffin, Gabriele
,
Jordal, Malin
,
Sigurjonsson, Hannes
in
Adult
,
Biology and Life Sciences
,
Circumcision, Female - psychology
2021
Female genital cutting or mutilation refers to the cutting of girls’ external genitalia. Due to migration from contexts where female genital cutting is common, it is estimated that around 38 000 cut women and girls live in Sweden. Clitoral reconstruction, a relatively new form of surgical healthcare offered to women with female genital cutting, was established in Sweden in 2014. This surgery aims at restoring clitoral function and anatomy, but there is yet a dearth of evidence demonstrating the effects of the surgery. The aim of this study was to explore how women undergoing clitoral reconstruction in Sweden between 2016 and 2019 experienced the surgical process and its aftereffects from a physical, sexual and psychosocial perspective. Eighteen women who had undergone clitoral reconstruction at a university hospital in Sweden agreed to participate in the study. The women were interviewed using semi-structured interviews, which were recorded, transcribed and analysed using thematic analysis. The results, based on self-categorization and labelling theory, demonstrated both benefits and disappointments following the surgery. Several women reported positive outcomes in terms of sexual, psychosocial and aesthetic terms. They experienced reduced genital pain, improvements in their sex lives, and a sense of feeling more empowered and at ease in their bodies. Yet, some women reported aesthetic, functional and process-related disappointment related to clitoral reconstruction. Nonetheless, the women expressed gratitude for the possibility of undergoing the surgery. In conclusion, the women reported that they experienced physical, sexual and psychosocial benefits of the surgery.
Journal Article
“Only Applies to Research Conducted in Sweden…”: Dilemmas in Gaining Ethics Approval in Transnational Qualitative Research
2019
Transnational research funders such as the European Commission and NordForsk increasingly require researchers to conduct transnational research. Yet, there is little research on what this means for seeking ethics approval, not least for qualitative researchers. Much work on ethics approval comes from Canada, the United States, and other Anglophone countries, often in a health-related context, and centers on issues between researchers and research ethics boards (REBs), or on inconsistent or inappropriate decision-making by REBs. Ethical conduct within research has, of course, generated a rich literature but not on gaining ethics approval when conducting qualitative transnational research. Rather, the underlying situation usually is that the research is conducted in the same geopolitical space as where the REB is located. Drawing on two cases studies, in which researchers located in one country, Sweden, sought ethics approval to conduct research in other European countries, we explore some of the challenges that we faced in gaining such approval and provide some suggestions how this process might be made both more efficient and more productive for researchers and research funders alike.
Journal Article
Research methods for reading digital data in the digital humanities
by
Hayler, Matt
,
Griffin, Gabriele
in
Digital media
,
Electronic information resources
,
Humanities
2016
The first volume centred on the navigation and interpretation of digital material as research methods in the Humanities.
Intersectionalized Professional Identities and Gender in the Digital Humanities in the Nordic Countries
2019
Digital Humanities (DH) has emerged as a new academic employment field in the past 20 years or so. Its place within the academy remains contested, differently realized and materialized in different socio-cultural contexts. It conjoins domains conventionally female-dominated (Humanities disciplines) with technology domains that have been regarded as male-dominated. Yet while there has been much research on women within technology-driven work environments in general, there has been no research on DH as an emerging employment context, or on the impacts of gender in its formation both as workplace and as a site for professional identities. This article draws on qualitative research conducted in 2017/18. It examines how gender, DH as a materialized workplace, and professional identities within it, are imbricated in a field characterized by ‘intersectionalized identities’. These ‘intersectionalized identities’ have particular effects, producing ‘vacated spaces’ as metaphorical and as material gaps.
Journal Article
Research methods for creating and curating data in the digital humanities
2016
The first volume to introduce the techniques and methods of reading digital material for researchDigital Humanities has become one of the new domains of academe at the interface of technological development, epistemological change, and methodological concerns. This volume explores how digital material might be read or utilized in research, whether that material is digitally born as fanfiction, for example, mostly is, or transposed from other sources. The volume asks questions such as what happens when text is transformed from printed into digital matter, and how that impacts on the methods we bring to bear on exploring that technologized matter, for example in the case of digital editions. Issues such as how to analyse visual material in digital archives or Twitter feeds, how to engage in data mining, what it means to undertake crowd-sourcing, big data, and what digital network analyses can tell us about online interactions are dealt with. This will give Humanities researchers ideas for doing digitally based research and also suggest ways of engaging with new digital research methods.Key featuresFirst volume centred on the navigation and interpretation of digital material as research methods in the HumanitiesUp-to-date analyses of issues and methods including big data, crowdsourcing, digital network analysis, working with digital additionsBased on actual research projects such as para-textual work with fanfiction, reading twitter, different kinds of distant and close readings
Theories and Methodologies in Postgraduate Feminist Research
by
Lykke, Nina
,
Griffin, Gabriele
,
Buikema, Rosemarie
in
Feminism
,
Feminist Studies
,
feminist theories
2011,2012
This volume centers on theories and methodologies for postgraduate feminist researchers engaged in interdisciplinary research. In the context of globalization, this book gives special attention to cutting-edge approaches at the borders between humanities and social sciences and specific discipline-transgressing fields, such as feminist technoscience studies.
When method fails: walking as an alt-meth in a volatile context
2021
PurposeThe purpose of this paper is to explore why the use of a particular qualitative method, walking, failed in a given context, the Chile of contemporary unrest.Design/methodology/approachThe paper explores walking methodologies from a critical cultural perspective.FindingsThe article argues that context as socio-material entanglement, or people's relation to place, in a volatile situation, requires strong participatory engagement to enable productive outcomes and also that one can learn from the failure to generate such engagement.Practical implicationsThe article suggests that enhanced participant involvement in experimental design (here a walking event) is necessary when the situation on the ground is conflict-ridden. It also suggests that explicitly articulating one's outsider position may facilitate productive exchanges in volatile contexts. The article further suggests that failure of method is a neglected but useful topic in qualitative research.Social implicationsAlthough walking methodologies frequently claim to be participant-centered, they are not always organized in that manner. If they are not, they risk undermining the democratic potential of alt-meths that is of particular importance in volatile contexts.Originality/valueFailure of method is rarely reported on. The paper addresses that knowledge gap.
Journal Article
“It’s not just a matter of speaking…”: the vicissitudes of cross-cultural interviewing
2018
Purpose
In “Can the subaltern speak?,” Gayatri Chakravorty Spivak makes the important distinction between representation as “Vertretung” and “Darstellung.” She also produces a strong version of whom she regards as a subaltern woman. Thirty years on both the distinction between “Vertretung” and “Darstellung” and the question of who the subaltern woman is, remain extremely important, not least in methodological considerations in cross-cultural contexts. A number of questions may be asked in relation to representation, such as: how distinct are its two meanings in the interviewing context? And how do they relate to the notion of the co-production of knowledge which has gained such traction in the past three decades? The paper aims to discuss these issues.
Design/methodology/approach
In this paper, I draw on cross-cultural interviewing experiences. Starting from the silence of illiterate rural women in a study conducted in Madhya Pradesh, India, in 2011 (Mohanraj), this paper draws on the research experiences of the author and a number of projects reported on in Cross-Cultural Interviewing (Griffin, 2016) to elucidate how one might re-think both representation and subalternality in the contemporary globalized context.
Findings
The experiences of cross-cultural interviewing I draw on in this paper show that in the contemporary context subalternality may be more productively understood in terms of a continuum rather than as the radical state of unreachable, unspeaking alterity that Spivak proposes.
Originality/value
The paper contributes new perspectives on Spivak’s notion of the unspeaking alterity of the subaltern in light of globalized developments over the past 30 years and specific experiences of cross-cultural interviewing, as these comment on Spivak’s insights.
Journal Article