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Using deep learning to analyze the psychological effects of COVID-19 (2023)
Journal Article
Almeqren, M. A., Almegren, M., Alhayan, F., Cristea, A. I., & Pennington, D. R. (2023). Using deep learning to analyze the psychological effects of COVID-19. Frontiers in Psychology, 14, Article 962854. https://doi.org/10.3389/fpsyg.2023.962854

Problem: Sentiment Analysis (SA) automates the classification of the sentiment of people’s attitudes, feelings or reviews employing natural language processing (NLP) and computational approaches. Deep learning has recently demonstrated remarkable suc... Read More about Using deep learning to analyze the psychological effects of COVID-19.

The engage taxonomy: SDT-based measurable engagement indicators for MOOCs and their evaluation (2023)
Journal Article
Cristea, A. I., Alamri, A., Alshehri, M., Dwan Pereira, F., Toda, A. M., Harada T. de Oliveira, E., & Stewart, C. (2023). The engage taxonomy: SDT-based measurable engagement indicators for MOOCs and their evaluation. User Modeling and User-Adapted Interaction, https://doi.org/10.1007/s11257-023-09374-x

Massive Online Open Course (MOOC) platforms are considered a distinctive way to deliver a modern educational experience, open to a worldwide public. However, student engagement in MOOCs is a less explored area, although it is known that MOOCs suffer... Read More about The engage taxonomy: SDT-based measurable engagement indicators for MOOCs and their evaluation.

‘Money probably has something to do with my life’: Discourse and materiality in the working lives of start-up entrepreneurs (2023)
Journal Article
Musilek, K., Jamie, K., & Learmonth, M. (2023). ‘Money probably has something to do with my life’: Discourse and materiality in the working lives of start-up entrepreneurs. Work, Employment and Society, https://doi.org/10.1177/09500170231185033

This article contributes to an understanding of work-intensive entrepreneurial lives as part of analysing the intensification of work in society. It offers an empirical extension of Foucauldian analyses which attribute commitment to work to the influ... Read More about ‘Money probably has something to do with my life’: Discourse and materiality in the working lives of start-up entrepreneurs.

Cinderella’s Family Tree. A Phylomemetic Case Study of ATU 510/511 (2023)
Journal Article
Sakamoto Martini, G., Kendal, J., & Tehrani, J. J. (2023). Cinderella’s Family Tree. A Phylomemetic Case Study of ATU 510/511. Fabula: Journal of Folktale Studies, 64(1-2), 7-30. https://doi.org/10.1515/fabula-2023-0002

This case study contributes to recent attempts to apply “phylomemetic” methods derived from computational biology to oral traditions, where the aim is to trace the mutation and diversification of folk narratives as they get passed on from generation... Read More about Cinderella’s Family Tree. A Phylomemetic Case Study of ATU 510/511.

Cultural niche construction with application to fertility control: A model for education and social transmission of contraceptive use (2023)
Journal Article
Denton, K. K., Kendal, J. R., Ihara, Y., & Feldman, M. W. (2023). Cultural niche construction with application to fertility control: A model for education and social transmission of contraceptive use. Theoretical Population Biology, 153, 1-14. https://doi.org/10.1016/j.tpb.2023.06.001

The evolution of a cultural trait may be affected by niche construction, or changes in the selective environment of that trait due to the inheritance of other cultural traits that make up a cultural background. This study investigates the evolution o... Read More about Cultural niche construction with application to fertility control: A model for education and social transmission of contraceptive use.

Swelling of compacted bentonite in organic solvents: Correlation of rate and extent of swelling with solvent properties (2023)
Journal Article
Erdogan, A. R., Whitford, A. C., Underwood, T. R., Sellick, C., Patel, R., Skipper, N. T., & Greenwell, H. C. (2023). Swelling of compacted bentonite in organic solvents: Correlation of rate and extent of swelling with solvent properties. Applied Clay Science, 241, https://doi.org/10.1016/j.clay.2023.107000

The swelling of clay minerals within shale formations during oil and gas exploration, and within compacted bentonite barriers for radioactive waste containment, presents a number of challenges to operators. Whilst much work has been devoted to unders... Read More about Swelling of compacted bentonite in organic solvents: Correlation of rate and extent of swelling with solvent properties.

Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation (2023)
Journal Article
Yu, J., Cristea, A. I., Harit, A., Sun, Z., Aduragba, O. T., Shi, L., & Al Moubayed, N. (2023). Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation. AI open, 4, 19-32. https://doi.org/10.1016/j.aiopen.2023.05.001

This paper explores deep latent variable models for semi-supervised paraphrase generation, where the missing target pair for unlabelled data is modelled as a latent paraphrase sequence. We present a novel unsupervised model named variational sequence... Read More about Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation.

Developing Techniques to Support Technological Solutions to Disinformation by Analysing Four Conspiracy Networks During COVID-19 (2023)
Journal Article
Ahmed, W., Önkal, D., Das, R., Krishnan, S., Olan, F., Hardey, M., & Fenton, A. (2023). Developing Techniques to Support Technological Solutions to Disinformation by Analysing Four Conspiracy Networks During COVID-19. IEEE Transactions on Engineering Management, https://doi.org/10.1109/tem.2023.3273191

Given the role of technology and social media during the COVID-19 pandemic, the aim of this paper is to conduct a social network analysis of four COVID-19 conspiracy theories that were spread during the pandemic between March to June 2020. Specifical... Read More about Developing Techniques to Support Technological Solutions to Disinformation by Analysing Four Conspiracy Networks During COVID-19.

Enlightened Participation: SME Perspectives about Net Zero on Social Media using the Action Case Approach (2023)
Journal Article
Hardey, M., Ahmed, W., Fenton, A., & Koral, C. (2023). Enlightened Participation: SME Perspectives about Net Zero on Social Media using the Action Case Approach. IIM Kozhikode Society & Management Review, https://doi.org/10.1177/22779752231166521

Aims/Objectives: This study aims to examine a linked future for a Net Zero global economy. Such a future is examined through network-driven change and informed by co-action and shared business management practices. Methodology used in the study: We e... Read More about Enlightened Participation: SME Perspectives about Net Zero on Social Media using the Action Case Approach.

Negation Invariant Representations of 3D Vectors for Deep Learning Models applied to Fault Geometry Mapping in 3D Seismic Reflection Data (2023)
Journal Article
Kluvanec, D., McCaffrey, K. J., Phillips, T. B., & Al Moubayed, N. (2023). Negation Invariant Representations of 3D Vectors for Deep Learning Models applied to Fault Geometry Mapping in 3D Seismic Reflection Data. IEEE Transactions on Geoscience and Remote Sensing, https://doi.org/10.1109/tgrs.2023.3273329

We can represent the orientation of a plane in 3D by its normal vector. However, every plane has two normal vectors that are negatives of each other. We propose four novel representations of vectors in 3D that are negation invariant and can be used b... Read More about Negation Invariant Representations of 3D Vectors for Deep Learning Models applied to Fault Geometry Mapping in 3D Seismic Reflection Data.

The Politics of Race and the Future of British Political History (2023)
Journal Article
Liburd, L. (2023). The Politics of Race and the Future of British Political History. The Political Quarterly, https://doi.org/10.1111/1467-923x.13259

This article addresses the field of British political history's blind spot when it comes to race. Where modern British political historians are comfortable approaching politics in ‘high’ and ‘popular’ forms as well as in terms of ideas, institutions... Read More about The Politics of Race and the Future of British Political History.

Analysing Twitter’s Role in Combating the Magnetic Vaccine Conspiracy Theory Using Social Network Analysis (2023)
Journal Article
Ahmed, W., Das, R., Vidal-Alaball, J., Hardey, M. (., & Fuster-Casanovas, A. (2023). Analysing Twitter’s Role in Combating the Magnetic Vaccine Conspiracy Theory Using Social Network Analysis. Journal of Medical Internet Research, 25, Article e43497. https://doi.org/10.2196/43497

Background: The popularity of the magnetic vaccine conspiracy theory, and others of a similar nature, creates challenges to the promotion of vaccines and the dissemination of accurate health information. Objective: Health conspiracy theories are gain... Read More about Analysing Twitter’s Role in Combating the Magnetic Vaccine Conspiracy Theory Using Social Network Analysis.

Reconsidering the vignette as method (2023)
Journal Article
Demetriou, O. (2023). Reconsidering the vignette as method. American Ethnologist, 50(2), 208-222. https://doi.org/10.1111/amet.13145

When ethnography is used in fields outside anthropology, vignettes often take a central role. Yet methodological discussions of the vignette are not as central to anthropology as their cross-disciplinary use might warrant. By dwelling on, but perhaps... Read More about Reconsidering the vignette as method.

Machine learning, meaning making: On reading computer science texts (2023)
Journal Article
Amoore, L., Campolo, A., Jacobsen, B., & Rella, L. (2023). Machine learning, meaning making: On reading computer science texts. Big Data and Society, 10(1), https://doi.org/10.1177/20539517231166887

Computer science tends to foreclose the reading of its texts by social science and humanities scholars – via code and scale, mathematics, black box opacities, secret or proprietary models. Yet, when computer science papers are read in order to better... Read More about Machine learning, meaning making: On reading computer science texts.

Confronting ethical and social issues related to the genetics of musicality (2023)
Journal Article
Gordon, R. L., Martschenko, D. O., Nayak, S., Niarchou, M., Morrison, M. D., Bell, E., …Davis, L. K. (2023). Confronting ethical and social issues related to the genetics of musicality. Annals of the New York Academy of Sciences, 1522(1), https://doi.org/10.1111/nyas.14972

New interdisciplinary research into genetic influences on musicality raises a number of ethical and social issues for future avenues of research and public engagement. The historical intersection of music cognition and eugenics heightens the need to... Read More about Confronting ethical and social issues related to the genetics of musicality.

Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges (2023)
Journal Article
Pereira, F. D., Fonseca, S. C., Wiktor, S., Oliveira, D. B., Cristea, A. I., Benedict, A., …Oliveira, E. H. (2023). Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges. IEEE Access, 11, https://doi.org/10.1109/access.2023.3247189

Online judges (OJ) are a popular tool to support programming learning. However, one major issue with OJs is that problems are often put together without any associated meta-information that could, for example, be used to help classify problems. This... Read More about Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges.

Implementation of Blockchain-Enabled Supply Chain Finance Solutions in the Agricultural Commodity Supply Chain: A Transaction Cost Economics Perspective (2023)
Journal Article
Bhatia, M. S., Chaudhuri, A., Kayikci, Y., & Treiblmaier, H. (2023). Implementation of Blockchain-Enabled Supply Chain Finance Solutions in the Agricultural Commodity Supply Chain: A Transaction Cost Economics Perspective. Production Planning and Control, https://doi.org/10.1080/09537287.2023.2180685

Agricultural commodity supply chains are characterized by the involvement of multiple intermediaries, lack of access to finance and poor financial conditions of farmers. Additionally, there exist numerous inefficiencies and a lack of transparency in... Read More about Implementation of Blockchain-Enabled Supply Chain Finance Solutions in the Agricultural Commodity Supply Chain: A Transaction Cost Economics Perspective.

First On-Sky Demonstration of a Scintillation Correction technique using Tomographic Wavefront Sensing (2023)
Journal Article
Hartley, K. E., Farley, O. J., Townson, M. J., Osborn, J., & Wilson, R. (2023). First On-Sky Demonstration of a Scintillation Correction technique using Tomographic Wavefront Sensing. Monthly Notices of the Royal Astronomical Society, 520(3), 4134-4146. https://doi.org/10.1093/mnras/stad420

Scintillation noise significantly limits high precision ground-based photometry of bright stars. In this paper we present the first ever on-sky demonstration of scintillation correction. The technique uses tomographic wavefront sensing to estimate th... Read More about First On-Sky Demonstration of a Scintillation Correction technique using Tomographic Wavefront Sensing.

Is Someone Looking Over My Shoulder? An Investigation into Supervisor Monitoring Variability, Subordinates’ Daily Felt Trust, and Well-being (2023)
Journal Article
Zheng, X. (., Nieberle, K. W., Braun, S., & Schyns, B. (2023). Is Someone Looking Over My Shoulder? An Investigation into Supervisor Monitoring Variability, Subordinates’ Daily Felt Trust, and Well-being. Journal of Organizational Behavior, 44(5), 818-837. https://doi.org/10.1002/job.2699

Remote working has become the new norm in organizations. However, little is known about how supervisors’ monitoring affects their relationships with subordinates in remote work settings. Our research aims to enhance the understanding of the daily dyn... Read More about Is Someone Looking Over My Shoulder? An Investigation into Supervisor Monitoring Variability, Subordinates’ Daily Felt Trust, and Well-being.