Digital Commons Network^™

Covid-19 Pandemic’S Impact On Online Sex Advertising And Sex Trafficking, Coxen O. Julia, Vanessa Castro, Bridgette Carr, Glen Redin

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Disruptive social events such as the COVID-19 pandemic can have a significant impact on sex trafficking and the working conditions of victims, yet these effects have been little understood. This paper examines the effect of the COVID-19 pandemic on sex trafficking in the United States, based on analysis of over one million sexual service advertisements from the online platform Rubratings.com, using indicators of third-party management as potential proxies for trafficking. Our results show that there have been measurable changes in online commercial sexual service advertising, both with and without third-party management indicators, in the United States, with a significant decrease …

Technical Report: A Framework For Confusion Mitigation In Task-Oriented Interactions, Na Li, Robert J. Ross

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Confusion is a mental state that can be triggered in task-oriented interactions and which can if left unattended lead to boredom, frustration, or disengagement from the task at hand. Since previous work has demonstrated that confusion can be detected in embodied situated interactions from visual and auditory cues, in this technique report, we propose appropriate interaction structures which should be used to mitigate confusion. We motivate and describe this dialogue mechanism through an information state-style policy with examples, and also outline the approach we are taking to integrate such a meta-conversational goal alongside core task-oriented considerations in modern data driven …

A Method For Generating A Non-Manual Feature Model For Sign Language Processing, Robert G. Smith Dr, Markus Hofmann Dr

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While recent approaches to sign language processing have shifted to the domain of Machine Learning (ML), the treatment of Non-Manual Features (NMFs) remains an open question. The principal challenge facing this method is the comparatively small sign language corpora available for training machine learning models. This study produces a statistical model which may be used in future ML, rules-based, and hybrid-learning approaches for sign language processing tasks. In doing so, this research explores the emerging patterns of non-manual articulation concerning grammatical classes in Irish Sign Language (ISL). The experimental method applied here is a novel implementation of an association rules …

Definition And Characteristic Features Of A ‘Cultural Flashpoint’: A Case Study Of Exploring Masculinities, A Controversial Gender And Education Programme In Ireland, Joan Hanafin, Paul Conway, Cormac O Beaglaoich, Jack Hanafin

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The concept ‘cultural flashpoint’ (CF) has not been fully defined or described. The authors test this concept through the prism of a controversial gender-focused Irish school programme, Exploring Masculinities (EM). Adopting an instrumental case study methodology, they use media content analysis to develop a temporal trajectory of the CF, describe its shape, explicit and implied contentious themes, and its process. They identify characteristic features of a cultural flashpoint: (i) a focal issue, event and/or object; (ii) conflict; (iii) bounded time period; (iv) the involvement of exo- and multi-sectoral individuals and groups; (v) randomness, opaqueness and conflation among its expressions; and …

What’S Law Got To Do With It? How The Degree Of Legalization Affects The Durability Of Post-Conflict Autonomy Agreements, Felix Schulte, Gene Carolan

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Research has identified several factors that impact the sustainability of post-conflict territorial autonomy arrangements (TAA), including previous levels of violence, economic development in a given territory, or the strategic importance thereof. We argue that a hitherto neglected variable lies in the legal form of the autonomy agreement – that is, the degree to which it has been ‘legalized’ by the language and processes prescribed in the agreement. Based on a qualitative evaluation, we assess the legalization degree of 236 TAA signed between 1990 and 2019. Survival analyses and Cox regression models show that a higher degree of legalization has a …

Discovering Child Sexual Abuse Material Creators’ Behaviors And Preferences On The Dark Web, Vuong Ngo, Rahul Gajula, Christina Thorpe, Susan Mckeever

Articles

Background: Producing, distributing or discussing child sexual abuse materials (CSAM) is often committed through the dark web in order to remain hidden from search engines and regular users. Additionally, on the dark web, the CSAM creators employ various techniques to avoid detection and conceal their activities. The large volume of CSAM on the dark web presents a global social problem and poses a significant challenge for helplines, hotlines and law enforcement agencies.

Objective: Identifying CSAM discussions on the dark web and uncovering associated metadata insights into characteristics, behaviours and motivation of CSAM creators.

Participants and Setting: We have conducted an …

Post-Conflict Reconciliation In Ukraine, Elena Baylis

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Reconciliation mechanisms should be a core component of transitional justice in Ukraine. The nature of this conflict as a war justified by claims about history, identity, and legitimacy suggests that there will be a need for post-war reconciliation initiatives. Such reconciliation measures would be intended to enable Ukraine’s Russian, Ukrainian, and other communities to live together constructively within the same state. The goals of social reconciliation also converge with Ukraine’s long-term, political aims vis-à-vis both Russia and the European Union. This paper addresses three types of reconciliation measures that are important for post-conflict Ukraine. Instrumental mechanisms to engage post-conflict social …

The International Legal Order And The Rule Of Law, Vivian Grosswald Curran

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This article addresses whether international law today is capable of instituting the rule of law. It offers a renewed look at the internationalists who brought us modern international law, such as Lauterpacht, Cassin and Lemkin. They tenaciously worked at placing the individual’s right to life and to human dignity front and center in international law while also preserving peace among states. Their struggle began in earnest first in the interwar years after the “war to end all wars” (1918 – 1939), and then again in 1945 after yet another, still worse, world war had occurred, devastating Europe, but leaving the …

Cognitive Effort Avoidance In Veterans With Suicide Attempt Histories, James M. Bjork, Chelsea S. Rooney, Lisa K. Straub, David M. N. Garavito, Andrew Westbrook

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Suicide attempts (SA) are increasing in the United States, especially in veterans. Discovering individual cognitive features of the subset of suicide ideators who attempt suicide is critical. Cognitive theories attribute SA to facile schema-based negative interpretations of environmental events. Over-general autobiographical memory and facile solutions in problem solving tasks in SA survivors suggest that aversion to expending cognitive effort may be a neurobehavioral marker of SA risk. In veterans receiving care for mood disorder, we compared cognitive effort discounting and evidence-gathering in a beads task between veterans with (SAHx+; n = 26) versus without (SAHx-; n = 22) a history …

A Framework For Sexism Detection On Social Media Via Byt5 And Tabnet, Arjumand Younus, Muhammad Atif Qureshi

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Hateful and offensive content on social media platforms particularly content directed towards a specific gender is a great impediment towards equality, diversity and inclusion. Social media platforms are facing increasing pressure to work towards regulation of such content; and this has directed researchers in text mining to work towards hate speech identification algorithms. One such attempt is sexism detection for which mostly transformer-based text methods have been proposed. We propose a combination of byte-level model ByT5 with tabular modeling via TabNet that has at its core an ability to take into account platform and language aspects of the challenging task …

Relational Justice And Relational Pedagogy In Professional Social Care Work, Niall Hanlon

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The principle of social justice is central to the newly regulated profession of Social Care Worker [SCW] in Ireland and the language of social justice features in the Standards of Proficiency [SoP] and Code of Professional Conduct and Ethics [CPCE]. This is very welcome given the history of institutional neglect and abuse in Irish social care. However, social care work in Ireland lacks a tradition of social justice in theory and practice, and policy is generally couched in minimalist terms of individual civil and political rights, equality of opportunity, and non-discrimination and is heavily focused on protection and risk management. …

Dialogue Policies For Confusion Mitigation In Situated Hri, Na Li, Robert J. Ross

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Confusion is a mental state triggered by cognitive disequilibrium that can occur in many types of task-oriented interaction, including Human-Robot Interaction (HRI). People may become confused while interacting with robots due to communicative or even task-centred challenges. To build a smooth and engaging HRI, it is insufficient for an agent to simply detect confusion; instead, the system should aim to mitigate the situation. In light of this, in this paper, we present our approach to a linguistic design of dialogue policies to build a dialogue framework to alleviate interlocutor confusion. We also outline our sketch and discuss challenges with respect …

What Is A Metaphorical Collocation?, Jakob Patekar

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In research on collocations published in English we encounter, albeit rarely, the use of the notion “metaphorical collocations”. It is interesting to note that seldom if ever are metaphorical collocations defined in any way in these studies, suggesting that researchers find the term self-explanatory. However, seeing that metaphorical collocations are an exciting area of research that is yet to draw attention from the wider community ofresearchers, the aim of this paper is to analyze the current understanding of what a metaphorical collocation is by examining the theoretical foundations as well as studies, specifically those published in English (as the language …

Devotee/Ethnographer: My Struggle At The Boundary Walls Of Participant Observation, Atreyee Majumder

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This article demonstrates the difficulty of incorporating within the methodological ambit of ‘participant observation’, a possibility of the ethnographer herself staking claim in the religious truth claims of the community that constitute the subject of research. In so doing, this article provides a critique of the concept of participant observation to point out that participant observation anticipates the work of the ethnographer in participating in the physical, performative lives of the community that she purports to study, but never the internal life, especially the life of accessing a register of truth. I found myself in a curious situation as a …

Ideas, Power And Agency: Policy Actors And The Formulation Of Language-In-Education Policy For Multilingualism, Susanna Nocchi, Iker Erdocia, Mary Ruane

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The processes of formulation of language policies have not been researched thoroughly. This paper aims to explore the relationship between ideas, power and agency in language policy-making and specifically with reference to the formulation of language-in-education policy for multilingualism in Ireland. Through an argumentative approach to language policy and using a discursive institutionalist framework, the paper examines data from policy documents and interviews with policy actors in the Department of Education and Skills. The paper reports on the ways in which agentive discourses are constrained and enabled by institutional structures. The analysis shows how power resulting from asymmetric internal forces …

Ethnicity, Self-Knowledge And Literary Sensitivity: A Sociological Reading Of V. S. Naipaul’S First Four Novels, N. Jayaram

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Taking a cue from G. S. Ghurye’s Shakespeare on Conscience and Justice (1965) this lecture in his memory explores the role of ethnicity in shaping the selfknowledge and literary sensitivity of V. S. Naipaul. Naipaul’s life traverses three distinct cultures: the Hindu culture brought by his ancestors who came as indentured migrants to Trinidad, the Creole culture of colonial Trinidad and the emerging modern culture of western civilisation. Much of Naipaul’s self-knowledge involved his engagement with these three cultures and his experience of the interplay between colonialism and ethnicity. In his first four novels—Miguel Street, The Mystic Masseur, The Suffrage …

The Racial Politics Of Fair Use Fetishism, Anjali Vats

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This short essay argues that the sometimes fetishistic desire on the part of progressive intellectual property scholars to defend fair use is at odds with racial justice. Through a rereading of landmark fair use cases using tools drawing from Critical Race Intellectual Property (“CRTIP”), it contends that scholars, lawyers, judges, practitioners, and activists would be well served by focusing on how fair use remains grounded in whiteness as (intellectual) property. It argues for doing so by rethinking the purpose of the Copyright Act of 1976 to be inclusive of Black, Brown, and Indigenous authors.

Provenance: An Intermediary-Free Solution For Digital Content Verification, Bilal Yousuf, M. Atif Qureshi, Brendan Spillane, Gary Munnelly, Oisin Carroll, Matthew Runswick, Kirsty Park, Eileen Culloty, Owen Conlan, Jane Suiter

Articles

The threat posed by misinformation and disinformation is one of the defining challenges of the 21st century. Provenance is designed to help combat this threat by warning users when the content they are looking at may be misinformation or disinformation. It is also designed to improve media literacy among its users and ultimately reduce susceptibility to the threat among vulnerable groups within society. The Provenance browser plugin checks the content that users see on the Internet and social media and provides warnings in their browser or social media feed. Unlike similar plugins, which require human experts to provide evaluations and …

Viii—Gambling On Others And Relying On Others, Nicolas Cornell

Articles

Gambling on another person and relying on another person are similar but intuitively distinct phenomena. This paper argues that gambling is distinguished by the stance that it necessarily involves towards the bet-upon conduct. It then contends that, where one has gambled upon the conduct of another, one has no standing to complain against that person for losses that result. This small point may have significant implications for how we think about speculative economic losses.

Automaticity Of Lexical Access In Deaf And Hearing Bilinguals: Cross-Linguistic Evidence From The Color Stroop Task Across Five Languages, Rain G. Bosworth, Sarah C. Tyler, Eli M. Binder, Jill P. Morford

Articles

The well-known Stroop interference effect has been instrumental in revealing the highly automated nature of lexical processing as well as providing new insights to the underlying lexical organization of first and second languages within proficient bilinguals. The present cross-linguistic study had two goals: 1) to examine Stroop interference for dynamic signs and printed words in deaf ASL-English bilinguals who report no reliance on speech or audiological aids; 2) to compare Stroop interference effects in several groups of bilinguals whose two languages range from very distinct to very similar in their shared orthographic patterns: ASL-English bilinguals (very distinct), Chinese-English bilinguals (low …

The Rules Of The Game: Discursive Norms And Limits In The Field Of Online Art Magazines, Tommie Soro, Tim Stott, Brendan K. O'Rourke

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This article employs methods of discourse analysis and corpus linguistics within a Bourdieusian theoretical framework to examine the discursive norms and limits regulating the construction of reputation by online contemporary art magazines. Moving between quantitative and qualitative analysis of the websites of online contemporary art magazines, the article identifies salient patterns surrounding the use of modifiers and links these patterns to the normative principles of the artworld. Its findings suggest that positive evaluation is a norm but that the use of explicitly evaluative modifiers is prohibited, that artists are predominantly classified according to nationality and that these classifications can construct …

French Military Masculinities And The Birth Of Cinéma Colonial: Triangulating Queer Desire In Jacques Feyder’S L’Atlantide (1921), Barry Nevin

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Jacques Feyder’s L’Atlantide (1921) is widely considered not only cinéma colonial’s first major representative example but also one of the genre’s most emblematic narratives. However, ambiguities in the film’s portrayal of the mission civilisatrice have received comparatively little analysis. This article aims to expand on our understanding of L’Atlantide and the mirror it held up to interwar France in three main stages. First, it situates the film’s discourses of gender and colonialism within present post-colonial scholarship. Second, it analyses the aesthetic and political contexts of L’Atlantide, paying particular attention to how the film offered a remedy to France’s ailing postwar …

A Lexical Frequency Analysis Of Irish Sign Language, Robert G. Smith, Markus Hofmann

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Word frequency has a significant impact on language acquisition and fluency. It is often a point of reference for the teaching and assessing of a language and indeed, as a control for psycholinguistic studies. This paper presents the results of the first objective frequency analysis of lexical tokens from the Signs of Ireland corpus. We investigate the frequency of fully lexical, partly lexical and non-lexical signs in Irish Sign Language as they are presented in the corpus. We confirm the accuracy of the lexical gloss frequency data with a supplementary corpus subset that is tagged for grammatical class and additional …

The Data City, The Idiom And Questions Of Locality, Noel Fitzpatrick

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The paper aims to provide both a radical critique of the “smart city” as a techno-ideological apparatus,that through data analysis and algorithmic forms of governmentality tends to colonize space and time, and an attempt to reframe the very concept of intelligence within the smart cities. Two concepts are presented as tools for such a reframing: locality and idiom, where the first is conceived as openness of meaning generated by a territory, while the latter,analysed througha paradigmatic Irish example (Friel’s play Translations), prepares the ground for the pars construensof the paper. The claim, built by intertwining a set of authors (Ricoeur, …

Expectations Of Artificial Intelligence And The Performativity Of Ethics: Implications For Communication Governance, Aphra Kerr, Marguerite Barry, John D. Kelleher

Articles

This article draws on the sociology of expectations to examine the construction of expectations of ‘ethical AI’ and considers the implications of these expectations for communication governance. We first analyse a range of public documents to identify the key actors, mechanisms and issues which structure societal expectations around artificial intelligence (AI) and an emerging discourse on ethics. We then explore expectations of AI and ethics through a survey of members of the public. Finally, we discuss the implications of our findings for the role of AI in communication gover- nance. We find that, despite societal expectations that we can design …

Sport In The Face Of The Covid-19 Pandemic: Towards An Agenda For Research In The Sociology Of Sport, Adam B. Evans, Joanna Blackwell, Paddy Dolan, Josef Fahlén, Remco Hoekma, Verena Lenneis, Gareth Mcnarry

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These are extraordinary times. Less because we are currently in the midst of a global pandemic; humanity has been here multiple times in the past, sometimes with even more devastating results (the ‘Black Death’ of 1346–1353, or Cocolitzli Epidemics in the 16th Century, for example). Rather, these are extraordinary times due to both the huge shutting down of industry, travel and borders, and the enormous level of coverage and discussion of the crisis through both traditional and social media formats (Stevens & Prins, 2020). Moreover, global, regional and national comparisons and discussions have become commonplace with regards to everything …

Size Matters: The Impact Of Training Size In Taxonomically-Enriched Word Embeddings, Alfredo Maldonado, Filip Klubicka, John D. Kelleher

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Word embeddings trained on natural corpora (e.g., newspaper collections, Wikipedia or the Web) excel in capturing thematic similarity (“topical relatedness”) on word pairs such as ‘coffee’ and ‘cup’ or ’bus’ and ‘road’. However, they are less successful on pairs showing taxonomic similarity, like ‘cup’ and ‘mug’ (near synonyms) or ‘bus’ and ‘train’ (types of public transport). Moreover, purely taxonomy-based embeddings (e.g. those trained on a random-walk of WordNet’s structure) outperform natural-corpus embeddings in taxonomic similarity but underperform them in thematic similarity. Previous work suggests that performance gains in both types of similarity can be achieved by enriching natural-corpus embeddings with …

Re-Assessing The Place Of The “Silent Period” In The Development Of English As An Additional Language Among Children In Early Years Settings, Ruth Harris

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This paper explores the acceptance of a “silent period” as a stage in second language development for children acquiring English as an Additional Language in Early Years settings. Current views suggest that it is normal for children to very quickly stop using their mother tongue and enter a period of silence. A positive perspective on this is that children may be using this time to observe and grow in understanding of the second language. However, there may also be negative effects, as children may become withdrawn and miss out on opportunities to develop relationships and language. It is the argument …

Calculating Restaurant Failure Rates Using Longitudinal Census Data, J. J. Healy, Máirtín Mac Con Iomaire

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Failure rates in the restaurant industry are popularly perceived to be far higher than they actually are. This paper calculates failure rates in the Irish Food and Drinks Sector (IFDS), for the first time, using longitudinal census data from the Central Statistics Office (CSO) in Ireland, which follows the European statistical classification of economic activity (NACE). The results are compared with previously published literature on restaurant failure rates in the United States of America. This study also compares IFDS failure rates with other industry sectors in Ireland (construction, manufacturing). Drawing on Stinchcombe’s ’liability of newness’ theory, the informal fallacies theory …

Exploring Diversity With A "Culture Box" In First-Year Legal Writing, Ann N. Sinsheimer

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Studying law is in many ways like studying another culture. Students often feel as though they are learning a new language with unfamiliar vocabulary and different styles of communication. Throughout their legal education, students are also exposed to a profession comprised of unique traditions and expectations. As a result, learning law takes time and energy. It can be both engaging and frustrating and may even challenge some of students’ values and belief systems. To ease her students’ transition to law school, the author starts her course each year with a “culture box” exercise, which encourages students to examine who they …