bluuebunny/crossref_metadata_2025_split huggingface dataset:
Generative adversarial networks in computer vision: image synthesis and manipulation
Authors: Dong Lingfeng , Huang Yi , Zou Yuanyang 
Published: January 2024

Abstract
In this paper, we first use the hidden variable loss to generate an adversarial network to optimize the efficiency of the original GAN operation. Secondly, the optimized GAN algorithm is used to train the encoder and decoder to form a new image-processing GAN by combining with the self-encoder and to standardize the operation process of image synthesis. On this basis, the performance of the self-encoder GAN is compared with the original GAN algorithm, and the quality of images generated by the self-encoder GAN and other ways is tested. The test results show that compared with the original GAN framework, the self-encoder GAN has a 50% improvement in operational efficiency in terms of root-mean-square error and an 80% reduction in synthesized global relative error. The self-coder GAN based on this algorithm is 22.5% higher than the traditional BiGAN framework and 2.5% higher than the OGAN framework in terms of FID quality criteria of the generated images and produces 30% less data capacity than BiGAN. The generated images have an average IS score of 3.435, which is superior to other base algorithms.
A Study on the Timeliness of College English Teaching in the Context of Fuzzy Numerical Analysis
Authors: Tao Gang 
Published: January 2024

Abstract
The purpose of analyzing the subjective and objective factors affecting the timeliness of college English teaching is to develop corresponding strategies to enhance the timeliness of College English teaching. In this paper, an evaluation index system for the timeliness of college English teaching is constructed, and the basic process of fuzzy comprehensive evaluation method using fuzzy numerical analysis is designed. The optimal solution is found by comparing the corresponding objective function values after the bat position is updated, and the weights of the evaluation indexes are selected adaptively to ensure the objectivity of the index weights. In order to be able to more intuitively analyze the relevant factors affecting the timeliness of College English teaching, the questionnaire was used to obtain the evaluation index data, and numerical analysis was conducted for relevant and fuzzy comprehensive evaluation. The results show that the adaptive selection of indicator weights using the BA algorithm reaches the optimal convergence value of 0.504 after 10 iterations, and the weight of the evaluation indicators obtained at this point best reflects the distribution of English teaching effectiveness variables. The comprehensive evaluation score of the fuzzy numerical analysis carried out in College A is 2.1534, and the rating is in the middle, so its teaching content and methods need further improvement. The use of a fuzzy numerical combined evaluation index system can deeply excavate the relevant influencing factors of college English teaching timeliness, help college English teachers to innovate more effective teaching methods, and finally improve the timeliness of college English teaching.
Intelligent Design and Application of Traditional Cultural and Creative Products Based on Digital Art Elements
Authors: Meng Xianhang , Li Hansen 
Published: January 2024

Abstract
Cultural and creative industry is one of the main fields of digital art element design, and this paper utilizes digital art design for visualization programming of cultural and creative works. Through the three elements of 3D model, registration method and animation composition, the intelligent design process of AR cultural and creative products is defined, and the editing process of AR cultural and creative products is sorted out on this basis. Construct the model of cultural and creative products containing digital art elements, solve the problem of inconsistency between the coordinates and the model network appearing in the modeling, and then carry out the back-end design processing for AR cultural and creative products editing, which constitutes the whole back-end module through real-time methods and multiple trigger events. Through the method of empirical analysis, the feasibility of adding digital art elements to cultural and creative products, the consumers’ willingness to purchase cultural and creative products, and the innovation performance of cultural and creative products are analyzed. In the test of the moderating effect of the intelligent design of digital art elements on the cultural and creative products, the performance of the cultural and creative products improves synchronously with the embedding of the digital art elements, and the mean value finally stays at 0.375, and all the straight lines are above zero.
Optimization of Translation Techniques between English and Chinese Literary Works in the Information Age
Authors: Li Jun 
Published: January 2024

Abstract
Under the background of cultural globalization, English-Chinese literary translation plays an important role in which it is not only a process of language conversion, but also a process of cultural conversion. In this paper, the BiGUR-LM-Attention optimization model is fused and constructed using the WordNet semantic similarity model, GRU-LM one-way gated similarity model, and BiGR-LM two-way gated similarity model. The LDA theme model is selected to generate the 3-layer Bayesian network structure of literary works’ paragraphs, themes and words to obtain the probability information that represents the highest attention of the work’s text theme, which constitutes the attention mechanism feature word vector. Finally, five classic literary works are selected as the training corpus to compare and analyze the translation quality between machine translation and human translation in the mutual translation of English and Chinese literary works. The results show that the number of errors and the total score of machine translation are 95 and 275, which are significantly lower than those of manual translation, 105.37 and 360.19. The new model has outstanding translation performance in semantic recognition, dialect, and special nouns, which effectively improves the translation quality of literary works and is of great significance for the dissemination of cultural works.
Intelligent education management system design for universities based on MTCNN face recognition algorithm
Authors: Xiao Xiaohua , Su Zhixian , Ye Qiqi , Qin Zhixia , Wu Lijie 
Published: January 2024

Abstract
This paper first constructs an intelligent education management system for universities according to their needs and explains its logical and technical architecture. Secondly, a multi-task convolutional neural network with MTCNN is used to detect faces, and different loss functions are selected to ensure recognition accuracy. Finally, the effectiveness of the application of intelligent education management systems in universities is verified through performance tests. The results show that the time consumed for face recognition detection using MTCNN is 524ms, and the response time of each function of the system does not exceed 500ms when the number of concurrent users is less than 500, which indicates that the intelligent education management system based on MTCNN face recognition algorithm has a good response speed and meets the requirements of intelligent education management in colleges and universities.
Image Recognition Technology Applied to the Design of Mobile Platform for Warehouse Logistics Robots
Authors: Zhou Jie , Lu Rong 
Published: January 2024

Abstract
This paper first studies the processing flow of image processing technology that preprocesses the image and adopts the method of polygonal approximation to identify the shape and localize the moving target. Then, the mobile platform of the warehouse logistics robot is designed. Then, the vision system of the robot was designed using image recognition technology to realize obstacle collision prediction and route planning. Finally, the robot’s localization and grasping abilities, trajectory following performance, and semantic segmentation abilities are analyzed using comparative experiments. The successful localization and grasping rates of the warehouse robots are all higher than 93%, and the trajectory following the straight line road section is better, with a maximum error of less than 21 mm. The mIoU of this paper’s method on the Cityscapes dataset is 78.85%, MPA is 86.05%, and PA is 96.89%, with good image segmentation performance. This study is of great significance for the development of the intelligent logistics field.
Association of point in range with β-cell function and insulin sensitivity of type 2 diabetes mellitus in cold areas
Authors: Ni Yanan , Liu Dan , Zhang Xiaona , Qiao Hong 
Published: January 2024

Abstract

Background and Objective
Self-monitoring of blood glucose (SMBG) is crucial for achieving a glycemic target and upholding blood glucose stability, both of which are the primary purpose of anti-diabetic treatments. However, the association between time in range (TIR), as assessed by SMBG, and β-cell insulin secretion as well as insulin sensitivity remains unexplored. Therefore, this study aims to investigate the connections between TIR, derived from SMBG, and indices representing β-cell functionality and insulin sensitivity. The primary objective of this study was to elucidate the relationship between short-term glycemic control (measured as points in range [PIR]) and both β-cell function and insulin sensitivity.

Methods
This cross-sectional study enrolled 472 hospitalized patients with type 2 diabetes mellitus (T2DM). To assess β-cell secretion capacity, we employed the insulin secretion-sensitivity index-2 (ISSI-2) and (ΔC-peptide0–120/Δglucose0–120) × Matsuda index, while insulin sensitivity was evaluated using the Matsuda index and HOMA-IR. Since SMBG offers glucose data at specific point-in-time, we substituted TIR with PIR. According to clinical guidelines, values falling within the range of 3.9–10 mmol were considered “in range, ” and the corresponding percentage was calculated as PIR.

Results
We observed significant associations between higher PIR quartiles and increased ISSI-2, (ΔC-peptide0–120/Δglucose0–120) × Matsuda index, Matsuda index (increased) and HOMA-IR (decreased) (all P < 0.001). PIR exhibited positive correlations with log ISSI-2 (r = 0.361, P < 0.001), log (ΔC-peptide0–120/Δglucose0–120) × Matsuda index (r = 0.482, P < 0.001), and log Matsuda index (r = 0.178, P < 0.001) and negative correlations with log HOMA-IR (r = -0.288, P < 0.001). Furthermore, PIR emerged as an independent risk factor for log ISSI-2, log (ΔC-peptide0–120/Δglucose0–120) × Matsuda index, log Matsuda index, and log HOMA-IR.

Conclusion
PIR can serve as a valuable tool for assessing β-cell function and insulin sensitivity.
The uses of the term polarisation in Swedish newspapers, 2010–2021
Authors: Farjam Mike , Bruhn Tommy , Gustafsson Nils , Segesten Anamaria Dutceac 
Published: January 2024

Abstract
In this article, we investigate the rhetorical uses and media frames associated with the term polarisation in Swedish print media from 2010 to 2021. We first produce a qualitative and detailed assessment of a sample of 240 articles and then proceed to a computational (word2vec) analysis of all major Swedish newspaper articles including the term (N = 32,805). We find that the term has changed its rhetorical function over time. Initially used to describe, – that is, used as a technical descriptor of events and issues in society – this use later became increasingly vague and general. Instead, it has been rhetorically used to amplify, implying a sense of urgency, conflict, or threat. Over time, the term has been used increasingly frequently, but has been applied less to Sweden and, instead, most often associated with political actors and events in the US. Moreover, we find that, for Sweden, the term polarisation was mostly related to social and political issues, whereas for the US, it carried affective associations.
APROXIMACIONES SOBRE ANGUSTIA Y MIEDO ANTE ACTOS VIOLENTOS VINCULADOS AL CRIMEN ORGANIZADO
Authors: Martínez Guillermo José De Jesús 
Published: January 2024

En la actualidad, los actos de violencia se han incremento vertiginosamente en la sociedad, apareciendo con formas y rostros diversos, manifestándose como crueldad, homicidio, ejecuciones y tortura, implantando terror y miedo en la sociedad.Tales acontecimientos generan cargas sustanciales a nivel psicológico en lapoblación afectada directa o indirectamente, dando lugar a malestares como:sensaciones de rabia, desconfianza, desvalimiento, frustración, miedo y angustia
EL DEVENIR NIÑO EN LA “DISCAPACIDAD”. HACIA LA CONSTRUCCIÓN DE UNA POÉTICA DE LA MIRADA Y LA ESCUCHA
Authors: Ciénega Valerio Erika Patricia 
Published: January 2024

El presente trabajo tiene por objetivo generar una posición más reflexiva y crítica acerca del quehacer clínico del equipo de especialistas de la salud que trabaja con niños con alguna “discapacidad” y sus familias (médicos, psicólogos, trabajadoras sociales, enfermeras, terapeutas físicos, de lenguaje, ocupacionales, etc.). Desde los referentes que aportan la Teoría Crítica y el Psicoanálisis.
Locura, enfermedad mental y psicosis en el contexto de las estructuras.
Authors: Rafaella Perrella América Espinosa, 
Published: January 2024

Este texto desarrolla uno de los ámbitos más polémicos en la construcción del saber sobre el pensamiento y el actuar humano; traducido a tres términos, desde donde se le ha referido; la locura, la enfermedad mental y la psicosis. El abordaje propone una mirada analítica, que muestra evidentemente una posición, que se construye con alocuciones propias y de autores que no necesariamente dan cuenta de sus posiciones ideológicas o filosóficas últimas, pero que sirven para realizar un escrito, que puede resultar fecundo para abonar a la producción de discurso sobre las estructuras clínicas y en su caso de la psicosis.
Del deseo al goce. La reflexión de las perversiones en Lacan
Authors: López Ortega Víctor Hugo 
Published: January 2024

Los aportes de Lacan a la comprensión de las perversiones desde el psicoanálisis son amplios. En el transcurso de 1956 a 1969, pueden notarse cambios importantes en donde los referentes utilizados para pensar las perversiones varían; por ejemplo, en el seminario titulado La relación de objeto (1956-1957),2 elabora un esquema en donde las ubica delante o detrás del velo y, basándose enlas premisas freudianas, establece los contrastes entre la fobia y el fetiche, siendo este último el referente que le posibilita hablar de las perversiones y la función del velo.
Contextos Teóricos Entorno A La Psicosis. Dolto Y El Caso Dominique
Authors: Espinosa América 
Published: January 2024

Resulta evidente que el psicoanálisis en sus inicios a través de la figura de Freud, fue pensado en relación a ofrecer alivio a los sufrimientos de los neuróticos, al sufrimiento que se producía por los síntomas, por las inhibiciones y las angustias. En principio, en los tiempos freudianos se proponía la distinción entre psicosis y neurosis, designando a la primera, las formas extremas de enfermedad mental y a la segunda los trastornos menos graves. No obstante la dilucidación en torno a los límites entre neurosis y psicosis, ofreció a los psicoanalistas una dificultad reflexiva y pragmática que encauzó su estudio y con ello propició el desarrollo teórico del propio psicoanálisis.
El psicoanálisis: los síntomas actuales y las nuevas adicciones.
Authors: Arellano Olazarán Luz Alina 
Published: January 2024

En el mundo actual, donde la sociedad se mueve en una globalización tecnológica, que no es solo económica, sino también cultural; se observan cada día nuevos síntomas que afectan principalmente a los jóvenes y niños que son los más expuestos a esta globalización,donde se encuentra una realidad sin límites, sin barreras, sin palabras. Estos nuevos síntomas se presentan en formas diferentes; por lo que es necesario primero, entender la raíz de estos síntomas y segundo, encontrar la forma de cómo intervenir para detener las incidencias psicopatológicas de este fenómeno.
ANÁLISIS DEL CUENTO "JACK Y LAS HABICHUELAS MÁGICAS": UNA LECTURA PSICODINÁMICA
Authors: Contreras Pérez Rafael M. 
Published: January 2024

Mi interés por estudiar el complejo de Edipo surgió a partir de la lectura Psicoanálisis de los cuentos de hadas de Bruno Bettelheim, donde plantea de modo breve un problema existencial: los relatos de los cuentos de hadas representan en forma imaginaria, la esencia del proceso del desarrollo humano normal.
PENGARUH PERMAINAN TRADISIONAL ENGKLEK TERHADAP PERKEMBANGAN FISIK MOTORIK KASAR ANAK USIA 5-6 TAHUN
Authors: Raihana Raihana , Sari Budiyah Febria 
Published: January 2024

This research aimed to know the influence of traditional game engklek on children’s rude motoric physic development in 5 -6 years old at Puri air dingin resident RT. 03 Pekanbaru. This research used experimental research with one group pretest-posttest design, quantitative approach. The population in this research took 11 children in 5 – 6 years old at Puri air dingin resident RT. 03 Pekanbaru. Meanwhile, the data collection technique used a non-test instrument or performance test. The data analysis technique in this research used a non-parametric statistical method with Wilcoxon signed ranks test. The hypothesis result in this research could be seen from Asymp. Sig. (2-tailed) in score 0.03. in case, 0.03 < 0.05, it could be concluded that Ha was accepted. Also, it could be stated that average of the children’s rude motoric physis development in 5 – years old by using engklek traditional game gave influence in it. Therefore, traditional game engklek gave influence of children’s rude motoric physic development in 5 -6 years old at Puri Air Dingin Resident RT.
Pendidikan Karakter Di Era Digital
Authors: Sasvitaningsih Dwi Anggi , Putri Farrenty Desfenta , Yunita Bella Panca 
Published: January 2024

Abstract. Character education is needed not only at school, but also at home and in the community. In today's digital era, it is difficult to form good characters in children, because of the mindset of parents who consider character growth trivial in their children. Not a few parents who solve children's problems with gadgets without thinking about what will happen in the future. Whereas character education is very important for the survival of each individual and also the survival of the nation. One day, children will surely face competition in their own country and even competition from various countries in the world.Keywords: Character education, digital era

Abstrak. Pendidikan karakter sangat diperlukan bukan hanya disekolah, tetapi juga dirumah dan dilingkungan masyarakat. Di era digital seperti saat ini sulit untuk membentuk karakter yang baik pada anak, karena pola pikir orang tua yang menganggap sepele pertumbuhan karakter pada anak mereka. Tidak sedikit orang tua yang menyelesaikan persoalan anak dengan gadget tanpa memikirkan apa yang akan terjadi dimasa yang akan datang. Padahal Pendidikan karakter ini sangatlah penting untuk kelangsungan hidup masing-masing individu dan juga kelangsungan hidup bangsa. Suatu saat nanti pasti anak-anak akan menghadapi persaingan dinegaranya sendiri bahkan persaingan dari berbagai negara didunia.Kata kunci: Pendidikan karakter, era digital
Pemanfaatan Teknologi Informasi Dan Sistem Pengendalian Intern Terhadap Pengelolaan Alokasi Dana Desa (Studi Kasus Kecamatan Boliyohuto Kabupaten Gorontalo)
Authors: DITA FARA , Niswatin Dr. , - Usman 
Published: January 2024

Tujuan dari penelitian ini adalah untuk mengetahui Pemanfaatan Teknologi Informasi dan Sistem Pengendalian Intern berpengaruh terhadap Pengelolaan Alokasi Dana Desa Di Kecamatan Boliyohuto Kabupaten Gorontalo.Jenis metode yang digunakan dalam penelitian ini adalah metode kuantitatif dengan teknik pengumpulan data menggunakan survey kuesioner. Adapun jumlah responden dalam penelitian ini sebanyak 52 responden yang terdiri dari Kepada Desa, Sekretaris Desa, Bendahara Desa, dan Badan Permusyawaratan Desa di seluruh Kecamatan Boliyohuto Kabupaten Gorontalo. Teknik analisis data dalam penelitian ini adalah analisis kuantitatif deskriptif dengan menggunakan uji t statistik, uji f statistik, dan uji koefisien determinasi (R Square) dengan menggunakan IBMSPSS 16 for windows. Berdasarkan hasil penelitian menunjukkan bahwa Pemanfaatan Teknologi Informasi berpengaruh secara persial senilai 58.9%, dan Sistem Pengendalian Intern berpengaruh secara persial sebesar 58.5%. kemudian secara simultan Pemanfaatan Teknologi Informasi dan Sistem Pengendalian Intern berpengaruh positif dan signifikan terhadap Pengelolaan Alokasi Dana Desa di kecamatan Boliyohuto Kabupaten Gorontalo dengan nilai determinan sebesar 56.4% sedangkan sisanya sebesar 43.6% dijelaskan oleh variabel lain yang tidak diteliti dalam penelitian ini. Kata Kunci: Pemanfaatan Teknologi Informasi, Sistem Pengendalian Intern Pengelolaan Dana Desa Klafisikasi JEL : M4
Time trends and modifiable factors of COVID-19 contact tracing coverage, Geneva, Switzerland, June 2020 to February 2022
Authors: Mongin Denis , Bürgisser Nils ,   the Covid-SMC Study Group, Courvoisier Delphine Sophie 
Published: January 2024

Background
Contact tracing was one of the central non-pharmaceutical interventions implemented worldwide to control the spread of SARS-CoV-2, but its effectiveness depends on its ability to detect contacts.

Aim
Evaluate the proportion of secondary infections captured by the contact tracing system in Geneva.

Methods
We analysed 166,892 concomitant infections occurring at the same given address from June 2020 until February 2022 using an extensive operational database of SARS-CoV-2 tests in Geneva. We used permutation to compare the total number of secondary infections occurring at the same address with that reported through manual contact tracing.

Results
Contact tracing captured on average 41% of secondary infections, varying from 23% during epidemic peaks to 60% during low epidemic activity. People living in wealthy neighbourhoods were less likely to report contacts (odds ratio (OR): 1.6). People living in apartment buildings were also less likely to report contacts than those living in a house (OR: 1.1–3.1) depending on the SARS-CoV-2 variant, the building size and the presence of shops. This under-reporting of contacts in apartment buildings decreased during periods of mandatory wearing of face masks and restrictions on private gatherings.

Conclusion
Contact tracing alone did not detect sufficient secondary infections to reduce the spread of SARS-CoV-2. Campaigns targeting specific populations, such as those in wealthy areas or apartment buildings, could enhance coverage. Additionally, measures like wearing face masks, improving ventilation and implementing restrictions on gatherings should also be considered to reduce infections resulting from interactions that may not be perceived as high risk.