25 10 899 https://urss.warwick.ac.uk/files/original/b999c39cdc3edca94aa74f4725593f84.pdf 54ba5734ea1fbee2a53a3cab8993d652 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Social Sciences Subject The topic of the resource Social Sciences Academic Paper An academic paper Meta Tags Meta tags Econometrics, Economics, Financial Markets, Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Subject The topic of the resource Economics Date A point or period of time associated with an event in the lifecycle of the resource 2025 Contributor An entity responsible for making contributions to the resource Ernil Sabaj Title A name given to the resource Can the FTSE 100 Predict UK Economic Growth? A Dual Analysis of Stock Market Performance & Volatility for Economic Forecasting Creator An entity primarily responsible for making the resource Ernil Sabaj https://urss.warwick.ac.uk/files/original/bd124d6c513f48fb659a105975cef323.pdf 272915fd4503588bb8685296a1a67522 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Paper An academic paper Abstract The abstract of the paper This project focuses on applying sentiment analysis to student feed- back from teaching lessons, employing natural language processing (NLP) techniques such as VADER and TextBlob to classify senti- ments as positive or negative. The dataset, sourced from a univer- sity in the Netherlands, exhibited a significant class imbalance, with a majority of positive sentiments. To address this issue, synthetic data generation via OpenAI’s batch request API was implemented to oversample the minority class (negative sentiments), ensuring a more balanced dataset for training. Post-balancing, machine learning models, particularly Random Forest, were employed to classify the data. The model achieved strong performance, with a balanced accuracy of 99 This report provides a detailed overview of the methodology used, including data preprocessing, model training, and evaluation. It also explores the limitations of the approach and proposes poten- tial directions for future research, including the use of alternative classifiers and more sophisticated text representation techniques to further enhance the accuracy and robustness of sentiment analysis in educational feedback contexts. Meta Tags Meta tags Sentiment Analysis Natural Language Processing Student Feedback Educational Feedback OpenAI API Synthetic Data Generation Machine Learning Class Imbalance Random Forest VADER TextBlob Technical University of Denmark URSS Project Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Subject The topic of the resource Computer Science Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Dr Sunar Ayse Title A name given to the resource Sentiment Analysis of Student Feedback Using NLP Techniques Creator An entity primarily responsible for making the resource Eshan Sharif https://urss.warwick.ac.uk/files/original/0ffa6e22fd623adc6bda53a44bbbe73d.pdf 97cb196b686f6feec65497c75df615a2 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper Solid-state NMR spectroscopy is a method that has been used to probe water accessibility in biological molecules. Water accessibility is the exposure of a biological structure to nearby water molecules. The interaction of water with proteins is essential for their structure and function, affecting protein folding and dynamics. Hence, applicability of the method is tested on a well-documented and simple model GB1 protein, which is a β1 immunoglobulin G-binding protein G derived from the streptococcus bacteria. The method employs fast magic-angle spinning (MAS) of the sample at 54.7° to average out anisotropic interactions and reduce line broadening. At 60 kHz, spin diffusion is partially suppressed so that a combination of spin diffusion and nuclear Overhauser effect (NOE) is responsible for polarization transfer. Meta Tags Meta tags Solid-state NMR, structural biology, chemistry, proteins Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Eshana Samarakoon Contributor An entity responsible for making contributions to the resource Józef R. Lewandowski, Todd Davey, Jairah Lubay Subject The topic of the resource Chemistry Title A name given to the resource Investigating Water Accessibility in GB1 Protein Using Solid-state NMR at Fast Magic Angle Spinning Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://urss.warwick.ac.uk/files/original/0dfdb18a2941197d9066787b5fb89773.pdf 763538a95ea4f3a7a49ddde629084170 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mapping Strain in CVD-grown Diamond Subject The topic of the resource Physics Creator An entity primarily responsible for making the resource Ethan Dommett Date A point or period of time associated with an event in the lifecycle of the resource 2023 defects Diamond Ethan Dommett Physics raman spectroscopy https://urss.warwick.ac.uk/files/original/c3547eb28335f413b3e42c9c0dc0a201.pdf 5536d0da08ecf92e2e1518b9a26b1594 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Comparison of Photon Dose Calculation Methods in Radiotherapy Subject The topic of the resource Physics Creator An entity primarily responsible for making the resource Ethan McHugo Date A point or period of time associated with an event in the lifecycle of the resource 2022 cancer doese Monte Carlo modelling Radiotherapy treatment https://urss.warwick.ac.uk/files/original/ad7d42f01eaf103c5e46523afca3c226.pdf 200a99afebdeffa0cbd97541abc141c4 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Social Sciences Subject The topic of the resource Social Sciences Academic Paper An academic paper Abstract The abstract of the paper This study investigates the implications of Central Bank Digital Currencies (CB DCs) for financial systems, focusing on their impact on commercial banking models, monetary policy, and public adoption, using The Bahamas’ Sand Dollar as a case study. Employing a mixed-methods approach that integrates theoretical and econo metric modelling with public perception surveys, it provides a comprehensive under standing of CBDC integration in both theory and practice. The analysis assesses how CBDCs influence bank liquidity, lending behaviour, and the coexistence of stablecoins while capturing public awareness and acceptance levels. Findings reveal that although CBDCs enhance payment efficiency, financial inclusion, and cross-border transaction capabilities, they simultaneously challenge traditional banking intermediation and raise concerns about privacy and cybersecurity. Insights drawn from The Bahamas’ early adoption experience demonstrate the importance of public trust, technological readi ness, and regulatory clarity in shaping outcomes. Overall, this research offers evidence based guidance for policymakers and financial institutions, contributing to global dis cussions on CBDC design, financial stability, and the balance between centralised and decentralised digital assets. Meta Tags Meta tags Central Bank Digital Currency (CBDC), Monetary Policy, Financial Intermediation, Digital Finance, Financial Inclusion. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Subject The topic of the resource Economics Date A point or period of time associated with an event in the lifecycle of the resource 2025 Title A name given to the resource Exploring Public Perception and Economic Implications of Central Bank Digital Currencies (CBDCs): A Mixed-Methods Analysis Creator An entity primarily responsible for making the resource Ethan Tang https://urss.warwick.ac.uk/files/original/6714a08b46ee9037ef3fa4e248e45985.ppt 9f95cfbeed1a8b44e96a971fdac74c84 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper Synthesis of three new pyrene functionalised β-diketonates, focusing on the ferrocenyl β-diketonate. Fluorescence of all three molecules was observed. The project contributes to ongoing research in developing novel anticancer agents. Meta Tags Meta tags Chemistry, organic chemistry, organometallic chemistry, synthesis. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Synthesis of Pyrene Functionalised β-Diketonates Creator An entity primarily responsible for making the resource Evan Sutton Contributor An entity responsible for making contributions to the resource Benjamin J. Hofmann and Rianne M. Lord* Subject The topic of the resource Chemistry Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://urss.warwick.ac.uk/files/original/5b94497ba65af38e85f90558cb87146b.pdf b2c693bfa44ebe4eed68679d94dc7f28 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mathematics Academic Poster An academic poster Abstract The abstract of the paper In this poster, a brief overview of infinite Ramsey theory is given as well as our new result on extending Rado’s Theorem into multiple dimensions. Meta Tags Meta tags Maths, mathematics, infinite Ramsey theory, Rado’s Theorem Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Evie Kendall Subject The topic of the resource Mathematics Title A name given to the resource Extending Rado's Theoreminto Multiple Dimensions Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://urss.warwick.ac.uk/files/original/de7c33563691899dd3be012dfc0abdc5.pdf fce08b85171df963888693cbd102b79e Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Designing a Partially Remote Undergraduate Microbiology Laboratory Using a Microbemeter Subject The topic of the resource Biology Creator An entity primarily responsible for making the resource Ezgi Sugecmez Date A point or period of time associated with an event in the lifecycle of the resource 2021 Bacteria Biology Microbemeter Microbiology https://urss.warwick.ac.uk/files/original/736889e87a1948d39da8a5d0db11a097.pdf ef946e731df6c5eba59e35a4eaba311b Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Arts Academic Poster An academic poster Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Sexuality and Gender in the Colonial Landscape: The Paradox of In(visibility) in the Colonial Archive. Subject The topic of the resource History Creator An entity primarily responsible for making the resource Fatou Ceesay Date A point or period of time associated with an event in the lifecycle of the resource 2021 Colonial Gender History Sexuality