bluuebunny/crossref_metadata_2025_split huggingface dataset:
Exploration of Enterprise Financial Management Innovation Based on Accounting Informatization under the Background of Big Data
Authors: Heng Yixin , Zhang Yanping 
Published: November 2023

Abstract
This paper first demonstrates an enterprise-intelligent financial management platform built on big data technology. Secondly, KPCA is used to preprocess financial data to improve the accuracy of financial data warnings and combined with the XGBoost algorithm to construct a financial warning model to analyze the enterprise’s economic crisis. Finally, the enterprise’s intelligent financial management platform underwent performance testing and prediction analysis. The results show that when the number of concurrent users is 100, the average response time of the platform is 1.94s, and the error rate of the system is about 0.5%. The platform can also predict and analyze financial data of the enterprise, which can help the enterprise better understand its financial situation and formulate a development plan. In summary, accounting automation can promote the development of enterprise financial management innovation. Intelligent financial management platforms can further realize enterprise accounting informatization to help enterprises achieve good economic development.
Model innovation of mental health education personnel training based on the environmental psychological characteristics model
Authors: Wang Yunling 
Published: November 2023

Abstract
Exploring the innovative model of mental health education talent training is beneficial for aiding students in establishing correct mental health concepts. In this paper, starting from the data mining algorithm based on the random forest algorithm and XGBoost algorithm, the RF-XGBoost hybrid analysis model is jointly constructed by the residual sequence of the random forest model and the prediction sequence of the XGBoost model. The influencing factors of mental health education were described, the integration model of mental health education talent cultivation was given, and the data analysis of the principles and contents of integrated talent cultivation using the RF-XGBoost hybrid model was conducted with the University of Z as an example, from the cultivation principles, wholeness, coordination, and continuity improved by 90.09%, 71.47%, and 90.86%, respectively, compared with 2017. Regarding the training content, the percentages of those who rated very satisfied, generally satisfied, and dissatisfied were 57.36%, 30.01%, and 12.63%, respectively. This shows that the integrated talent training model can help mental health education achieve its cultivation goals and establish the correct concepts for students.
Analysis of factors affecting the transformation of scientific and technological achievements in universities based on structural equation modeling
Authors: Wang Weiman , Wang Shifeng 
Published: November 2023

Abstract
Based on structural equation modeling, this paper measures and evaluates the transformation of scientific and technological achievements of colleges and universities in terms of implicit and explicit variables. The PLS algorithm is used to measure the intrinsic factor, which is designed to follow the Gaussian distribution and reach the expected value through iterative loops. The indicators and parameters of the explicit variables are evaluated by combining the principal component analysis and the great likelihood method. According to the results, the factors that are influenced by the policy environment account for 16.5%, while the problem of capital investment accounts for 36.3%. The number of invention patents increased by 8.93% after measuring and assessing them using the method presented in this paper. It demonstrates that universities can explore their technological achievements in depth and enhance their scientific research level.
Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis
Authors: Tong Haijun , Cai Ying 
Published: November 2023

Abstract
This paper adopts the combination of fusion features and data clustering analysis, using fusion features and the FasterRCNN algorithm to process the data of artisanal skill cultivation and industrial synergistic development in the context of vocational education and derive relevant features. The features are fused and categorized by means of anchor frame extraction, and the processed data form a feature model. Then, the current development of vocational education in 31 provinces in China was analyzed using data clustering analysis, and Jiangsu Province, which has the best development, was selected for data collection. Six hundred and fourteen pieces of graduate information were selected for cluster analysis, and it was concluded that the cultivation of artisanal skill talents in the context of vocational education has a positive impact on the synergistic development of the industry.
Research on intelligent analysis and identification of visualization scenes in transport supervision hall based on image processing technology
Authors: Gu Liang , Hao Xiaowei , Gong Xin , Feng Jinglun , Gao Qidong , Li Rongsheng 
Published: November 2023

Abstract
This paper firstly investigates the visual scene testing method with image processing technique and predicts the number of scenes by UML structure. Secondly, the scene recognition of the transport supervision hall is performed by using image processing technology, and the ant colony optimization algorithm is proposed for local search to update the scene information and edge extraction. Then, the ED-AlexNet network model is constructed to detect and identify the target scenes. Finally, an error matrix is introduced to calculate the confidence of the sample model distribution in the test set, and the recognition extraction performance and recognition accuracy of the ED-AlexNet network model are analyzed. The study shows that when the error matrix is introduced, the highest value of ED-AlexNet F – measure is close to 0.9, and the end value is over 160, which has a good performance of scene target recognition extraction. The average recognition accuracy of ED-AlexNet is higher than 95%, with good compatibility and high accuracy of recognition.
Diversified curriculum innovation of college music education under deep learning model
Authors: Xin Yajing 
Published: November 2023

Abstract
In order to innovate the college music education model, this paper first analyzes the design ideas of music-diversified courses based on deep learning and carries out the feature extraction of music course content. Secondly, combined with the diversified music wisdom environment and curriculum evaluation, a diversified music curriculum system teaching model based on deep learning is designed. Finally, the teaching practice is conducted, and a control experiment is designed to analyze the effectiveness of diversified curriculum innovations. The results showed that after the teaching practice, the basic level of the experimental class increased by 0.26, the cognitive ability increased by 0.23, the learning attitude increased by 0.23, the learning style increased by 0.23, and the interests and hobbies increased by 0.25. The diversified curriculum based on this paper can effectively carry out music teaching innovation.
Research on Digital Business English Teaching Mode under the Background of Big Data Technology
Authors: Chen Qian , Wang Zhenxing 
Published: November 2023

Abstract
This paper proposes an automatic grammar error correction model based on an encoder-decoder structure, which is combined with a new business English teaching model that can improve the teaching quality of teachers and enable students to get feedback quickly. The model employs a dual encoder structure and extracts source sentence information through an encoder that is based on the attention mechanism. Meanwhile, a fluency-based data augmentation method is also proposed in order to be able to select sentences with different fluency levels based on the fluency ratio between the target sentence and the source sentence. Finally, a Passive-Aggressive algorithm for candidate word selection has been designed, which can avoid generating repetitive and short-biased English sentences. It has been verified that the total grade of the class that incorporates this paper’s model in business English teaching has increased by 9.3 points on average, with the most obvious improvement in business writing by 3 points, followed by translation by 2.8 points. The proposed teaching model in this paper can enhance students’ comprehensive use of business English.
To the Question of an Qnalytical Estimate Some Internal Sizes of the Earth
Authors: Гладков С.О. 
Published: November 2023

С помощью модельного представления о движении ядра Земли в вязком континууме, получено его уравнение движения, и аналитически найден линейный размер барисферы. Дана вполне адекватная оценка расстояния от центра Земли до центра масс ядра, не противоречащая современным геодезическим представлениям. Показано, что предложенная модель, не связанная с измерением скоростей продольных и поперечных сейсмических волн, позволяет вполне удовлетворительно определить ряд основных геометрических параметров барисферы и ядра. Все проведенные вычисления основаны на идее применения подвижного базиса, в котором динамические уравнения движения имеют весьма компактный и значительно более простой вид в отличие от декартовых координат. Помимо этого, главное преимущество подобного подхода связано еще и с возможностью аналитического решения полученных уравнений, что дает нам вполне обоснованную и объективную модель, позволяющую предсказать ряд геометрических параметров, касающихся внутреннего строения Земли, и дающих возможность их численной оценки. Описанный подход можно применить к решению отдельных геофизических задач, в качестве одной из которых можно рассмотреть, например, расплавленное внешнее ядро в виде неньютоновской жидкости, динамическая вязкость которой возрастает с увеличением расстояния от центра Земли.
Using a model representation of the motion of the Earth’s core in a viscous continuum its equation of motion is obtained and the linear size of the barispheric is analytically found. A completely adequate estimate of the distance from the center of the Earth to the center of mass of the core is given which does not contradict modern geodetic ideas. It is shown that the proposed model, which is not related to the measurement of the velocities of longitudinal and transverse seismic waves, makes it possible to determine quite satisfactorily all the basic geometric parameters of the barisphere. In addition, the main advantage of this approach is also associated with the possibility of analytically solving the resulting equations, which gives us a completely justified and objective model that allows us to predict a number of geometric parameters relating to the internal structure of the Earth and making it possible to evaluate them numerically. The described approach can be applied to solving individual geophysical problems, one of which can be considered, for example, the molten outer core in the form of a non-Newtonian fluid, the dynamic viscosity of which increases with increasing distance from the center of the Earth.
Some Methods of Additional Processing of GPR Data on the Example of Radargrams Obtained in the Crater of the Gorely Volcano (Kamchatka)
Authors: Павлова В.Ю. , Водинчар Г.М. , Некрасова М.Ю. 
Published: November 2023

В статье представлены результаты работы с прибором георадар «ОКО-250» в кратере вулкана Горелый (Камчатка). В мировой практике это первый опыт проведения исследования методом георадиолокации в кратере активного вулкана. В 2010-2011 году на вулкане Горелый регистрировалось непрерывное спазматическое вулканическое дрожание. Периодически из кратера вулкана наблюдалась парогазовая деятельность. В августе 2011 года, когда были проведены полевые работы, сейсмичность на вулкане Горелый продолжала оставаться выше фона. Данная работа является частью исследований, направленных на решение основной цели, которая заключается в создании научно-методической основы метода георадиолокации применительно к Камчатке, включая методику обработки и интерпретации данных, с учетом практического опыта применения на различных объектах. Одна из решаемых задач, затрагиваемая в данных исследованиях, заключается в применение некоторых методов дополнительной обработки результатов зондирования на конкретных объектах исследования для изучения особенностей волновой картины на радарограммах. Представленные в работе методы дополнительной обработки радарограмм позволяют детально проанализировать волновую картину. При этом выбор методов будет зависеть от поставленных целей и решаемых задач.
The article presents the results of work with the georadar «OKO-250» in the crater of the Gorely volcano (Kamchatka). In world practice, this is the first experience of conducting research using the method of ground-penetrating radar in the crater of an active volcano. In 2010-2011, continuous spasmodic volcanic trembling was recorded on Gorely volcano. Steam-gas activity was periodically observed from the crater of the volcano. In August 2011, when field work was carried out, seismicity at Gorely volcano continued to remain above background. This work is part of the research aimed at solving the main goal, which is to create a scientific and methodological basis for the GPR method in relation to Kamchatka, including the methodology for processing and interpreting data, taking into account practical experience of application at various sites. One of the tasks addressed in these studies is the use of some methods for additional processing of sounding results on specific objects of study in order to study the features of the wave pattern on radargrams. The methods of additional processing of radargrams presented in the paper make it possible to analyze the wave pattern in detail. In this case, the choice of methods will depend on the goals and tasks to be solved.
On a Mixed Problem for a Third Order Degenerating Hyperbolic Equation
Authors: Макаова Р.Х. 
Published: November 2023

В работе исследуется смешанная краевая задача для гиперболического уравнения третьего порядка с вырождением порядка внутри области. В положительной части области рассматриваемое уравнение совпадает с уравнением Аллера, которое является уравнением третьего порядка гиперболического типа, хотя его принято называть уравнением псевдопараболического типа. А в отрицательной части области оно совпадает с вырождающимся гиперболическим уравнением первого рода, частным случаем которого является уравнение Бицадзе-Лыкого. Для исследуемой задачи доказана теорема существования и единственности регулярного решения. Единственность решения исследуемой задачи доказана методом Трикоми. Относительно следов искомого решения найдены соответствующие фундаментальные соотношения. С помощью метода интегральных уравнений вопрос существования решения задачи эквивалентно редуцируется к вопросу о разрешимости интегрального уравнения Вольтерра второго рода относительно следа производной искомого решения. Согласно общей теории линейных интегральных уравнений Вольтерра второго рода, полученное уравнение разрешимо единственным образом в классе регулярных функций. Решение исследуемой задачи можно выписать в явном виде как решение смешанной задача для уравнения Аллера в положительной части области и как решение задачи Коши для вырождающегося гиперболического уравнения первого рода в отрицательной части области.
The paper investigates a mixed boundary value problem for a third-order hyperbolic equation with order degeneration inside the domain In the positive part of the domain, the equation under consideration coincides with the Hallaire equation, which is a third-order hyperbolic equation, although it is commonly called an pseudoparabolic equation. In the negative part of the domain, it coincides with the degenerate hyperbolic equation of the first kind, the special case of the Bizadze-Lyskov equation. For the problem under study, a theorem on the existence and uniqueness of a regular solution is proved. The uniqueness of the solution is proved by the Tricomi method. Regarding the desired solution, the corresponding fundamental ratios have been found. Using the method of integral equations, the existence of a solution is equivalently reduced to the solvability of the Volterra integral equation of the second kind with respect the derivative of the desired solution. According to the general theory of Volterra integral equations of the second kind, the resulting equation is uniquely solvable in the class of regular functions. The solution to the problem can be stated explicitly as a solution to the mixed problem for the Hallaire equation in the positive part of the domain and as a solution to the Cauchy problem for the degenerate hyperbolic equation of the first kind in the negative part of the domain.
FENOMENA FRIEND WITH BENEFIT (FWB) Di KALANGAN REMAJA DALAM TINJAUAN HUKUM ISLAM
Authors: Isnawan Fuadi 
Published: November 2023

Fenomena pergaulan yang ada pada dewasa ini adalah fenomena Friends With Benefit atau FWB yang berkembang di dalam kehidupan remaja pada saat ini. Dalam tulisan ini akan difokuskan terhadap bagaimana hukum dari FWB itu dalam hukum Islam dan juga bagaimana adab pergaulan antar lawan jenis dalam hukum Islam sehingga jelas apa hukumnya melakukan FWB itu dalam hukum Islam dan mengetahui apa saja adab yang ada ada dalam ajaran agama Islam dalam berinteraksi dengan lawan jenisnya. Metode yang digunakan adalah metode penelitian normatif, yang akan mengkaji ajaran agama Islam yang bersumber dari Al – Qur’an dan Hadis untuk meneliti fokus penelitian permasalahan ini. Hasil dari penelitian ini ialah FWB ini termasuk zina sesuai dengan ajaran agama Islam, karena di dalamnya terdapat berbagai macam aktivitas seksual yang ada, baik itu bersifar ringan maupun berat. Selain itu ada beberapa macam adab yang harus dimengerti oleh para remaja dalam bergaul antar lawan jenis sehingga tidak terjadi apa yang dilaknat oleh Allah SWT karena perbuatan tersebut.
PERAN MAJELIS PENDIDIKAN DASAR DAN MENENGAH MUHAMMADIYAH DALAM PENGEMBANGAN LEMBAGA PENDIDIKAN DI KABUPATEN KEPAHIANG
Authors: Irwan Fathurrochman  , Tince Ajeng Yurika  , Iis Sugianti  , Lukman Asha  
Published: November 2023

Penelitian ini bertujuan untuk mendeskripsikan Peran Majelis Pendidikan Dasar dan Menengah (Dikdasmen) Muhammadiyah dalam Pengembangan Lembaga Pendidikan di Kabupaten Kepahiang. Penelitian ini bertujuan untuk mengetahui sejauh mana peran Majelis Pendidikan Dasar dan Menengah sudah melaksanakan tugas dan fungsinya yang merupakan salah satu komponen pembantu pimpinan dalam persyarikatan Muhammadiyah dibidang pendidikan. Metode penelitian ini menggunakan pendekatan kualitataif deskriptif. dengan teknik pengumpulan data observasi, wawancara, kepada ketua Majelis Dikdasmen Kabupaten Kepahiang serta didukung beberapa literatur yang berkaitan. Data penelitian tersebut direduksi dan disajikan, selanjutnya dianalisis untuk beberapa kesimpulan. Hasil penelitian menunjukkan bahwa; Memberikan bantuan fasilitas Pembelajaran mengusahakan sarana dan prasaran serta pembiayaan memberikan fasilitas kegiatan pembelajaran dengan melalui kegiatan olahraga, pramuka dan kegiatan keagaamaan untuk mendukung mutu lembaga pendidikan agar berkembang lebih baik dan unggul, meningkatkan mutu SDM tenaga pendidik melalui pelatihan-pelatihan rutin serta pembinaan dari instansi terkait dan melaksanakan evaluasi pembelajaran pada setiap lembaga pendidikan cara melihat laporan kinarja bulanan, hal ini sesuai dengan tugas majelis Dikdasmen yaitu sebagai berikut.
METODE MIND MAPPING MEDIA GAMBAR TERHADAP HASIL BELAJAR KOGNITIF PADA MATA PELAJARAN IPS TERPADU
Authors: Yasin Ahmad , Priawasana Endra , Kustiyowati Kustiyowati 
Published: November 2023

The purpose of this study was to determine the effect of the mind mapping method of image media on cognitive learning outcomes. the teacher must be able to apply the mind mapping technique assisted by image media to students optimally so that obstacles can be resolved properly. based on this, the results of learning ips erpadu using the mind mapping method assisted by image media are able to increase motivation and learning outcomes of ips lessons. This can be seen from the activities carried out by students in making concept maps that have met expectations, namely students have been able to convey subject matter using mind mapping with their own variations, and students have been able to summarise long material into the form of concept maps that are varied by theme, the method used is a pre experimental design method with a one group pretest-posttest design research design, the subject group in this study is class viii students of mtsn 8 Banyuwangi as many as 35 students, and the results of the research show that there is a significant difference between cognitive learning outcomes before treatment and after treatment, between groups of students using the maind mapping method and groups of students using image media. this is evidenced by the acquisition of the t-h value. This is evidenced by the acquisition of the t-count value of the maind mapping method of -4.961 with a significance value of 0,215, while with the image media the t-count value is -4.902 with a significance value of 0,417.
Tujuan dalam penelitian ini untuk mengetahui pengaruh metode mind mapping media gambar terhadap hasil belajar kognitif. guru harus mampu menerapkan teknik mind mapping berbantuan media gambar kepada siswa secara optimal sehingga kendala-kendala bisa diselesaikan dengan baik. berdasarkan hal tersebut, hasil belajar ips erpadu dengan menggunakan metode mind mapping berbantuan media gambar mampu meningkatkan motivasi dan hasil belajar maa pelajaran ips. hal ini terlihat dari kegiatan yang dilakukan siswa dalam membuat peta konsep sudah memenuhi harapan yaitu siswa sudah mampu menyampaikan materi pelajaran dengan menggunakan mind mapping dengan variasi mereka sendiri, dan siswa sudah dapat meringkas materi yang panjang ke dalam bentuk peta konsep yang divariasikan dengan tema, metode yang digunakan adalah metode pre experimental design dengan desain penelitian one group pretest-posttest design, , kelompok subyek dalam penelitian ini adalah siswa kelas viii mtsn 8 banyuwangi sebaak 35 siswa,an hasil perneliterdapat perbedaan ang signifikan antara,hasil belajar kognit sebelum perlakuan dan sesudah perlakuan, antara kelompok siswa yang menggunakan metode maind mapping dan kelompok siswa yang menggunakan media gambar. hal ini dibuktikan dengan perolehan nilai t-hitung meode maind mapping sebesar -4,961dengan nilai signifikansi sebesar 0,215. sedangkan dengan media gambar nilai t-hitung sebesar -4,902 dengan nilai signifikansi sebesar 0 ,417