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This thesis explored the application of pre-trained transformer models in detecting suicidal ideation in social media posts. We leveraged social media data from platforms like Reddit and Twitter and applied a robust hyperparameter random search strategy to fine-tune and evaluate existing transformer models. Despite noise in the fine-tuning data, the models demonstrated high performance in identify

The study investigated how the political process of the Women, Peace and Security (WPS) agenda differs between South Korea and Sweden. Through the document analysis and the expert interviews, the research explored the formal and informal institutional dynamics that influence the development and implementation of National Action Plans (NAPs) and the WPS agenda. Also, it explored internal and extern

Children are not only negatively affected by being exposed to violence themselves, but they are also affected by witnessing violence. For example, mental health issues and not getting the support that they need. In 2021, the law “barnfridsbrott” came into effect, making it illegal to allow a child to witness violence between people they have a close relationship with. This study is about the conce

This paper investigates the moderating effect of employee skill, as measured by employee productivity and training, on the relationship between R&D spending, measured as R&D intensity, and firm performance, measured as ROA, for the accounting-based standard, and market capitalization, for the market-based standard. The study employs a hierarchical Pooled OLS logistic regression and a Fixed

The media event following Madonna's guest hosting of the 65th annual Grammy awards of 2023 presented extensive material concerning the topic of Madonna and her alleged cosmetic procedures. Therefore this essay aims to identify and understand the different narratives, opinions and values that were expressed on the topic of Madonna and her alleged cosmetic procedures in this media event. This es

This paper examines the impact of ESG performance on corporate bonds spreads. The spreads are determined by the risk factors of the investment and the demand by the capital markets. It is therefore analysed whether ESG affects these determinants. The hypothesis is that increased ESG performance should lead to lower bond spreads because it has a positive effect on risk mitigation and investor deman

With the growing adoption of data analytics and powerful algorithms in organisational decision-making, the ethical concerns surrounding algorithmic bias have become increasingly apparent. This research aims to explore the extent to which organisational characteristics (e.g., laws, policies, norms, and standards) and technology characteristics (e.g., transparency, user control, and auditability) ad

Uppsatsen behandlar de rättsliga regleringar som utgör gällande rätt vid häktning av unga mellan 15-17 år. Syftet för uppsatsen är att utreda om denna reglering är rättssäkert utifrån principen om förutsägbarhet. För att göra detta redovisas regleringen om frihetsberövande generellt, för att vidare begränsas till frihetsberövande genom häktning och sedermera behandla regleringen gällande unga mellThe thesis deals with the legal regulations that constitute the current law on the detention of young people aged 15-17. The purpose for the essay is to investigate whether this regulation is legally secure based on the principle of predictability. In order to do this, the regulation on deprivation of liberty is described in general, then limited to deprivation of liberty by means of detention and

Kommande kandidatuppsats handlar om det aktiebolagsrättsliga begreppet värdeöverföring som återfinns i 17 kap. 1 §. I lagrummet delas begreppet två delar; öppna värdeöverföringar och förtäckta värdeöverföringar. Denna uppsats kommer i huvudsak att beskriva och analysera förtäckta värdeöverföringar. Detta kommer uppsatsen att göra genom följande frågeställning: När föreligger en förtäckt värdeöverfThe upcoming bachelor's thesis deals with the corporate law concept of value transfers found in Chapter 17, Section 1. The concept is divided into two parts in the legislative provision: open value transfers and hidden value transfers. This thesis will primarily describe and analyze hidden value transfers. This will be done through the following question: When does a concealed transfer of valu

Kan man gestalta teologi i musik? Vi som kyrkomusiker spelar ofta musik som ska frambära ett teologiskt budskap i form av psalmer. Väldigt ofta spelar vi bara det som står i koralboken. Det är funktionellt, men jag tror att vi kan göra så mycket mer. I denna essä kommer jag undersöka hur man kan ta inspiration från J. S. Bachs orgelmusik och använda teologiska motiv i sitt eget liturgiska orgelspeIs it possible to portray theology through music? Church musicians often play music with a theological message, the hymns. Most of the times we play what is written in the hymnbook. It works fine, but I think we can do much more. In this essay I will investigate how you can be inspired by the organ music of J. S. Bach and use theological motives in the liturgical playing and through this strengthe

CERN is the world's largest particle physics laboratory, housing multiple accelerators that rely heavily on magnetic coils. These coils are integral to the generation of powerful magnetic fields essential for particle accelerator experiments, detectors, and other equipment. At CERN, a range of magnetic coils are utilized, many of which are custom-made and located in various research facilities

Cultural and creative industries have been prominent topics of academic and policymaking discussions over the past two decades. However, existing literature has predominantly concentrated on urban and metropolitan regions, neglecting peripheral regions. By identifying this research gap, this project aimed to contribute to our understanding of cultural and creative industries in peripheral regions,

The thesis explores an already developed symmetry adapted representation of a two-body interaction with the main goal of extending the method to also include three-body interactions. The method considers a space of shifted one dimensional Gaussian particle densities which are used, together with their corresponding Hartree potentials, to define the respective collective subspaces in which the inte

Digitalization has in recent years transformed the music industry and how people consume music. Simultaneously, the social media app TikTok has emerged as a major player in marketing, using its unique algorithmic structure and user-generated content to become a powerful marketing tool for musicians and record labels alike. Therefore, this paper investigates the effect of TikTok on music consumptio

Making the city both dense and green is today described as a part of realizing sustainable urban development. Although dense city planning previously has led to less greenery, it is now a development strategy that is used to achieve both aspects. The purpose of this essay is thereby to bring light to the discourse about greenery in the planning process of the dense city. Critical discourse analysi

Progress on Sustainable Development Goal 4: Quality Education (SDG4) has been insufficient and knowledge of how it is implemented into domestic contexts remains limited. Using norm diffusion theory as a framework, this thesis is a comparative study of SDG4 implementation in five countries around the world. By analysing both the discursive and practical impact of SDG4, this thesis has studied if an

This thesis aims to construct an Equity Market Neutral (EMN) strategy framework to predict intraday excess returns of stocks within the S&P 500 index by utilizing machine learning techniques proposed by (López de Prado, 2018). The constructed EMN strategies within the framework utilizes techniques such as Stacked Single Feature Importance (SSFI), sample weighting, Probabilistic Sharpe Ratio (P

Den här uppsatsen undersöker Europadomstolens praxis gällande utvisningar av personer som har begått brott, som hävdar att deras utvisning strider mot Artikel 8 av Europakonventionen. Uppsatsen undersöker hur domstolen har använt sig av den nationella beslutsprocessens kvalitet som ett argument för att komma fram till sin slutsats i sådana fall. Uppsatsen utgår från premissen att utvisningar som bThis thesis examines the practice of the European Court of Human Rights to decide expulsion cases implicating migrants with criminal record under Article 8 of the European Convention on Human Rights by use of process-based review. It departs from the premise that such expulsions do not violate absolute rights but constitute interferences with a qualified right, which allows for infringements neces

The energy transition raises concerns about local communities' marginalisation in decision-making and ownership models, leading to justice debates. Community energy (CE) gains attention as a pathway towards energy justice (EJ). Drawing on qualitative data collected on Gotland, we examine how the Austerland CE project delivers EJ. Our findings indicate that despite gender equality among members

This master's thesis explores the use of unsupervised machine learning techniques to cluster countries based on their degree of human rights violations. Accordingly, the study evaluates the performance of two clustering methods, K-Means clustering and Latent Class Analysis (LCA), using two cluster validation metrics (Silhouette Coefficient and Dunn Index), as well as an Accuracy measure using