bluuebunny/crossref_metadata_2025_split huggingface dataset:
A Study on the Implications of Critical Discourse Analysis Theory for College English Teaching in the Context of Big Data
Authors: Pan Nengchao 
Published: April 2023

Abstract
The purpose of this paper is to investigate the role of critical discourse analysis theory in the context of big data to enlighten university English teaching. To this end, this paper conducts big data mining on university English teaching under the K-nearest neighbor classification algorithm based on the optimization of K-value selection strategy. With the help of the three-dimensional discourse analysis framework under the critical discourse analysis theory, students' evaluation of the current university English in terms of learning value, teaching organization, teaching interaction, teaching coverage, and teacher-student relationship is explored. In terms of the evaluation of learning value, the students' ratings, in descending order, were: inspiring ideas, increasing insight, learning meaningful content, and learning methods. The mean scores were 4.35, 3.81, 3.68, and 3.14, respectively, and for the evaluation of teaching interaction, students thought that the teacher did the best job of encouraging speech, giving an average score of 3.38. This shows that college English teaching should adapt to the development of the times, strengthen students' comprehensive communication skills, and deepen their understanding of English culture.
Analysis and research on the economic benefits of employee labor in enterprises in the context of the Internet
Authors: Wang Hong 
Published: April 2023

Abstract
Analyzing the economic benefits of enterprise employees is better for protecting the rights and interests of enterprise employees. In this paper, based on the K-means clustering algorithm in the context of the Internet, the K-means clustering algorithm is optimized by the entropy weight method, and a K-means clustering model for exploring the analysis of the economic benefits of enterprise employees’ labor is proposed. For the model of this paper, the classification accuracy of the model is verified by employing controlled experiments, and two types of evaluation indexes for the labor economic efficiency of enterprise employees are analyzed and mined, namely labor employment and work environment and wage compensation and training and learning, using enterprise T as an example. Regarding labor and work environment indicators, 74.52% of the evaluations were above C grade. From the data of the indicators of salary and compensation and training and learning, the percentage of C grades or above is 89.41%. In the background of the Internet, the K-means algorithm model to analyze the relationship between the economic benefits of enterprise employee labor can help enterprises understand the current problems of employee labor and improve the happiness of employee labor, thus promoting the increase of enterprise economic benefits.
Research on the interaction between university physical culture education and college students’ physical exercise in the context of big data
Authors: Zhu Yuanyuan 
Published: April 2023

Abstract
The background of big data has developed deeply, the application of the field has been broadened, and the value of data has been vigorously manifested. In order to study the interaction between physical culture education and exercise in universities in this era, this paper uses Clementine 12.0 data mining software to build a data mining model of association rules of university physical culture education courses and mine the course feature vectors. Based on the mining results, we designed the second classroom physical culture education courses with different physical culture characteristics. Constructing a scoring method and rating scale for the effectiveness of physical exercise among college students, and the physical exercise index scores are obtained through fuzzy operations. Finally, the interaction between physical culture education and exercise in universities in this context is analyzed according to the relationship between physical culture education courses and physical exercise performance. After the physical culture education course began, the physical exercise intensity score of the experimental group of first-year college girls increased by 8%, the physical exercise time score increased by 10%, the physical exercise frequency score increased by 15.2%, and the total physical exercise score increased by 7% after the physical culture education course. This shows that university physical culture education is positively correlated with college students’ physical activity, and campus physical culture has a significant predictive effect on students’ subjective performance of physical activity behavior. Optimizing university physical culture education not only improves students’ physical quality and promotes the development of their physical and mental health but also provides a reference for strengthening students’ physical education.
The optimization path of core literacy of innovative talents in universities based on the improved Markov model
Authors: Zhang Zhengli 
Published: April 2023

Abstract
As we enter the information technology era of the 21st century, universities are the main place for talent cultivation, but as an important part of higher Education, they are not sufficiently aware of innovative talent cultivation, and their own development is immature, which leads to the unsound innovative talent cultivation model. Therefore, in this paper, we use the Markov model-based test case generation technique to explore in depth the techniques of transfer probability acquisition, random selection, and adequacy determination and improve the Markov model with linear regression to further strengthen the robustness of the prediction algorithm, reduce the error of prediction and improve the accuracy of prediction. Through the processing of student data, the results show that the standard deviation of the improved Markov model is 0.06903 and the processing time is 87 seconds, the standard deviation of the original model is 0.07255 and the processing time is 133 seconds, and the larger the standard deviation of the experimental sample the less accurate the experiment is. The improved Markov model has a good experimental effect with little error, which can effectively optimize the training mode of innovative talents in universities.
Aqua Jogging Moderate Intensity Training is Conditioning a Sense of Well-being in Seniors
Authors: Krawczyk-Suszek Marlena , Banaś Anna , Martowska Blanka 
Published: April 2023

Abstract
Hypokinesia in seniors reduces mobility, which results in a decrease in their general well-being and quality of life. In this study, changes in blood pressure and saturation values in seniors after aqua jogging training were assessed. In addition, the subjective average level of fatigue and its impact on HRMAX were analysed. Quality of life was also assessed in the study group of seniors.
In a group of 49 people attending aqua jogging classes (66.3±5.4yr; F:39; M:10), the values of pressure and saturation were measured in 4 subsequent measurements (before and immediately after training, as well as 1 min. and 5 min. after training). The Rating of Perceived Exertion scale (RPE), the SF-36v.2 quality of life questionnaire and the WHO-5 Good Feeling Index were used to assess the level of fatigue during training. Blood pressure measurements were highest immediately after the exercises and thereafter decreased. HRMAX at the fifth minute after the exercise increased significantly (r=0.3) following increasing fatigue (RPE) (p=0.017). A satisfactory level of quality of life in seniors was recorded at 71.1±18.0% [WHO–5] and 59.0±13.0% [SF–36v.2]. A higher level of quality of life was recorded in the psychological sphere (SF-36v.2 MCS:61.1%±7.7%). The greater physical exertion felt by a studied individual resulted in a slower pulse decrease after the exercise.
A Case Study of Child with Acute Lymphoblastic Leukemia Treated in Intensive Care
Authors: Król Anna 
Published: April 2023

Abstract
The most common childhood cancer is acute lymphoblastic leukemia, which, thanks to medical progress, achieves up to 95% of complete remission and 80% of cures with appropriate treatment among patients diagnosed with ALL.
A less than three-year-old boy treated for an infectious disease and progressively worsening symptoms was transferred by the Emergency Department to the Department of Hematology and Oncology of Children after revealing leukocytosis and thrombocytopenia. In a short time, the child’s condition deteriorated, and it was decided to transfer the patient to the Children’s Intensive Care Unit. Due to respiratory failure, the boy was intubated, and mechanical ventilation was started. Catecholamines and sedatives were introduced. Due to increasing edema and anuria, diuretics were administered without diuresis. Hemodialysis was used. In spite of transfused group compatible blood products and exchange transfusion, coagulation disorders occurred. On the tenth day of hospitalization in the intensive care unit, the procedure of confirming brain death was performed.
Both the prevention and treatment of hyperleukocytosis syndrome and the development of treatment methods do not reduce the risk of this syndrome among children diagnosed with acute lymphoblastic leukemia. The determination of permanent and irreversible cessation of brain function is possible only after the proper execution of the procedure for determining brain death.
Cecal adenocarcinoma with extension into terminal ileum presenting as terminal ileitis and abscess formation
Authors: Wong Gordon S. , Thompson Ashley , Parisian Keely , Huber Aaron , Khan Aameera 
Published: April 2023

Background:
While terminal ileitis is most often associated with Crohn’s disease, it has a broad differential, including malignancy.

Case Presentation:
We report an 83-year-old female with fever and right lower quadrant abdominal pain. An imaging study revealed an abscess located at a thickened terminal ileum. The etiology of terminal ileitis was unclear, but symptoms subsided with antibiotics and cessation of naproxen. Two years later, the patient presented with similar symptoms and imaging findings. Colonoscopy revealed a submucosal mass, which was found to be adenocarcinoma, located in the cecum and terminal ileum.

Conclusion:
This case highlights that differential for cecal adenocarcinoma with extension into the terminal ileum should be considered in those presenting with terminal ileitis and abscess formation.
Geology, morphology and mineralogy of sulfide-carbonate hydrothermal-bacterial structures on the surface of Tessel paleovolcano lava (south coast of Crimea)
Authors: Lysenko V. I. , Kotlyarov V. A. , Mihaylichenko T. V. 
Published: April 2023

Research subject. Sulfide-carbonate hydrothermal-bacterial structures on the surface of Tessel paleovolcano lava. Materials and methods. The structures under study were found during detailed geological works. Petrographic thin sections were studied using an Olympus Bx5 microscope. Carbonate and sulfide samples were examined using an RZMMA-202M scanning electron microscope. Results. For the first time, the contacts of the studied structures with their enclosing siltstones and mudstones were described. The structures are of tubular and flat shapes. In terms of mineral composition, the structures exhibit three zones: central, lateral and that of bacterial overgrowth. The middle part of the central zone features a fluid channel with inclusions of quartz, barite, nakrite, galena, chalcopyrite, pyrrhotite, sphalerite, pyrite, shells of largefauna, ash and tuff material. Spherulites and microtubular carbonate formations testify to the participation of bacterial and archaean communities in the construction process. The study of carbonates and sulfides confirmed the use of deep fluids by prokaryotes. Conclusion. The main role in the formation of the sulfide-carbonate hydrothermal-bacterial structures under study belonged to the community of prokaryotes and fluids from the depths. The external morphology of the studied structures along with the presence of mineralogical zonality, a fluid channel, oil products, and oases of life with a large fauna indicate the similarity of their formation conditions to those of sulfide-carbonate smokers of the Piip volcano. Some differences in the mineral composition are associated with different depths and fluids of their formation.
Forms of presence, interrelation and genetic significance of Al and Li impurities in quartz of gold deposits of the Darasunsky ore field (Eastern Transbaikalia, Russia)
Authors: Rakov L. T. , Prokofiev V. Yu. , Minervina E. A. , Zorina L. D. 
Published: April 2023

Research subject. The distribution regularities of Al and Li impurities in gold-ore quartz. Materials and methods. The quartz of the Darasun, Teremkinskoye and Talatuy gold deposits of the Darasun ore field was studied. The gross contents of Al and Li impurities in quartz were determined by the LA-ICP-MS method; substitutional Al impurity concentrations were studied by the EPR method. The forms of Al impurity in quartz were determined based on the results of studying its behavior during material recrystallization. The genetic significance of Al and Li impurities in quartz was estimated taking into account the genetic information obtained during the study of the distribution of substitutional Al and Ti impurity concentrations. Results. It was found that Al is present in quartz in two main forms, i. e., as a substitutional Al impurity and Al complexes localized in the areas of high mineral defectiveness. Li+ ions are located in the structural channels of the mineral, serving as compensating ions for both Al impurity forms. The composition of Al complexes is assumed to include three Al3+ ions and one H+ or Li+ ion. Two stages of quartz recrystallization occurring at different temperatures of mineral formation were identified. The first, low-temperature stage leads to quartz enrichment with substitutional Al impurities. The second, high-temperature stage causes the decomposition of Al complexes. The recrystallization stages can be identified by the type of relationship between the gross concentrations of Al and Li. The increased content of Al impurity in ore quartz was found to be related to the presence of a large number of Al complexes. An assumption is made that these complexes formed during mineral crystallization from solutions with a high content of metal ions. Conclusions. The results obtained indicate that high Al impurity concentrations can serve as a genetic sign of ore quartz. At the same time, the decomposition of Al complexes during quartz recrystallization should be taken into account. A method for estimating the initial concentration of Al complexes is proposed, which is a more reliable genetic indicator.
Smog Signals, Dog Sirens: Jia Zhangke, Lacan, and the Anthropocene
Authors: Siu Anthony 
Published: April 2023

This study is a critique of two overlooked shorts of Jia Zhangke, a leading figure from the sixth generation of Chinese filmmakers: Smog Journeys (2015) and The Condition of Dogs (2001). Contemplating the imminent demise of human and animal lives represented, it argues that the looming ecological crises in the films stress biological finitude to such an extent that fear and pity disavow the truth about capitalist co-optation. To understand capitalism’s operation behind a catastrophic Anthropocene, I put the films into dialogues with Lacan’s “University Discourse” and “Hysteric’s Discourse”, formal structures that challenge and reshape the immediate identification of a narrative. With their attention to signifiers and affect, these formal structures enable us to understand how images and sounds focalize the viewers’ experience of fear and pity while unearthing the truth about the foreclosure of capitalist ideology. But instead of performing a strictly close-reading of each film, my critique elaborates more on the very psychoanalytic logic of Lacan’s two structures. My wish is that it allows us to see how complex visual and acoustic experience could be in shaping our identification beyond socio-cultural reflections and pure aesthetics.

Article received: April 23, 2021; Article accepted: June 21, 2021; Published online: September 15, 2021; Original scholarly paper
Ghosting Us All: How Hollywood Obscures the Same Environmental Issues It Foregrounds
Authors: Miller Blair 
Published: April 2023

There is no shortage of disaster films in Hollywood. Be they natural, technologically driven, and/or the result of ideological structures that act on exploitative terms, film protagonists and societies at large engage with environmental disasters with regularity. However, if there is any change in the proliferation of such disasters and their causes, it is an increase, not a decrease or even critical discourse. Why do moviegoers experience such undeniable displays of environmental issues, yet generally are not granted access to such critical discourses by those displays? Using two blatantly similar endings to the films San Andreas and Skyscraper as a starting point, this paper examines the phenomenon of haunting to help explain how and why it can be that some of the more overt themes in Hollywood disaster films have such minimal effect upon the collective consciousness. Part theoretical considerations, part filmic narrative analysis that follows from them, the work here will bring together iterations of hauntology, Freud’s death drive, and capitalism to demonstrate shared aspects of all three that reduce the real environmental concerns at the forefront of the films’ plots to eco-ghosts. As ghosts, those concerns are present but also avoid direct discourse or resolution in virtue of haunting. Along with those of Thanos from the films of the Marvel Cinematic Universe, the experiences of the two protagonists played by Dwayne Johnson in the aforementioned films will be shown to be haunted themselves in ways that take them and the viewer close to eco issues at hand, but not in any substantive way – thus reinforcing and safeguarding the very capitalism that repeats such disasters.

Article received: April 25, 2021; Article accepted: June 21, 2021; Published online: September 15, 2021; Original scholarly paper
Between Images and Texts: Vilém Flusser at the Intersection of Art and the Post-Historic Crisis
Authors: Pazetto Debora , De Oliveira Rachel Cecília 
Published: April 2023

Vilém Flusser argues that human beings are active parts in a socio-historic fabric made of images, texts, numbers, spoken languages and other symbolic codes shared intersubjectively. Flusser constantly refers to three basic communication codes: written texts, traditional images directly produced by humans, and technical images produced by the mediation of apparatus. Technical images are the focus of his attention because of their critical complexity, which points to the relation with the image-text that structures them. This establishes a recurrent reception scenario in which their “textual” aspect is neglected, leading to a direct association between technical images, like videos or photographs, and reality. Since they are not perceived as symbolic codes, but as mechanical manifestations of reality, observers do not focus on the work of deciphering them. This paper points to the possibility that forms of experimentation-and-deciphering that are more common in the field of arts could work as a model to overcome this communicational crisis of post-history.

Article received: April 21, 2021; Article accepted: June 23, 2021; Published online: October 15, 2021; Original scholarly article
How to cite this article: Pazetto, Debora & de Oliveira, Rachel Cecília. "Between Images and Texts: Vilém Flusser at the Intersection of Art and the Post-Historic Crisis." AM Journal of Art and Media Studies 26 (October 2021): 71-79. doi: 10.25038/am.v0i26.471
Social Movements as Producers and Receivers of Knowledge: The Case of “Don’t Let Belgrade D(r)own”
Authors: Balunović Filip 
Published: April 2023

In this paper I am seeking to resolve a theoretical dilemma. The main argument is that the relationship between social movements and knowledge is a “two-way street”, in which knowledge both gets diffused from critical communities and gets produced by the social movements. In order to resolve this tension one should, I argue, make an analytical separation between different levels of abstraction of knowledge. The macro (conceptual) level is, according to my approach, to be understood as taken over from critical communities. The micro level as contextual intervention into macro conceptualization of reality, whereas the meso level is to be viewed as knowledge produced by social movements when conceptual and presumed / contextual knowledge gets combined. It is at the meso level, in other words, that we can see what applied theory looks like after being exposed to a given context. Knowledge occurring at this level represents the outcome of work done by what Jameson and Eyerman call “movement intellectuals” or what Antoni Gramsci calls “organic intellectuals”. This is how one may theoretically resolve the above-indicated tension and prevent excluding one approach at the expense of the other.

Article received: April 21, 2021; Article accepted: June 23, 2021; Published online: October 15, 2021; Original scholarly article
How to cite this article: Balunović, Filip. "Social Movements as Producers and Receivers of Knowledge: The Case of 'Don’t Let Belgrade D(r)own'." AM Journal of Art and Media Studies 26 (October 2021): 103-114. doi: 10.25038/am.v0i26.474
Social Art and Participatory Action Research in Contested Urban Space
Authors: Heslop Julia , Marsden Hannah , Merritt Smit Alison 
Published: April 2023

This article examines creative co-research with groups experiencing homelessness and the effects of rapid urban development. It draws upon two projects which combine social art practices and a feminist participatory action research (PAR) approach. The paper argues that bridging PAR and social arts practice, whilst underutilised and under theorised together, is an approach that offers some key opportunities as well as challenges. In highlighting these challenges, the paper acknowledges the role of power dynamics and broader issues associated with artists working in urban development contexts where relationships between local authorities, developers, the culture sector and residents are increasingly complex and entangled. In analysing the difficulties and risks within creative, participatory projects, the paper calls for an ‘ethic of care’ and a focus on collectively building knowledge about unequal political, economic and social structures with groups affected by rapid urban development and displacement.

Article received: May 31, 2021; Article accepted: June 23, 2021; Published online: October 15, 2021; Original scholarly article
How to cite this article: Heslop, Julia, Hannah Marsden, and Alison Merritt Smith. "Social Art and Participatory Action Research in Contested Urban Space." AM Journal of Art and Media Studies 26 (October 2021): 115-128. doi: 10.25038/am.v0i26.475
Biogaming Limbo: Ressentiment of the New Era in Sion Sono’s Tag
Authors: Došen Ana 
Published: April 2023

Dealing with the unstable (virtual) realities that are repeatedly constructed in the film Tag (2015), Sion Sono explores entirely new forms of amusement in the realm of transhumanism. In the following text, I will discuss the concept of ressentiment in light of a master-slave relationship between the gamer/fan and an objectified game character, meant to entertain the transhuman subject. From the perspective of critical theory, the film is further examined as a disturbing reflection of the gender issues in both Japanese and global media environments but read in contrast to the prevalent opinion of those critics who perceive it as misogynistic.

Article received: January 10, 2022; Article accepted: February 1, 2022; Published online: April 15, 2022; Original scholarly article