bluuebunny/crossref_metadata_2025_split huggingface dataset:
Semantic network model in Chinese vocabulary generation and evolution
Authors: Tu Jianan 
Published: May 2024

Abstract
This study delves into the semantics of Chinese vocabulary generation and evolution, providing insights into the profound connotations of the Chinese language and culture. We begin by vectorizing Chinese vocabulary data using the Word2Vec algorithm, which is subsequently input into a deep neural network model. Within this framework, the neurons are tasked with extracting semantic features pertinent to the developmental trajectory of Chinese vocabulary. Following this, the Intersection over Union (IoU) value for each semantic feature is computed, enabling the semantic annotation of the vocabulary. Additionally, the formulation of constraint rules significantly enhances the model’s accuracy in semantic recognition analysis. This approach not only advances our understanding of linguistic structures but also enriches our appreciation of the cultural dynamics embedded within the language. The accuracy and recall of the semantic network model in this study are much higher than those of other comparative models, with an average semantic annotation accuracy of 91.33% in the three Chinese vocabulary datasets, which supports further research and analysis in follow-up. The exploration of the practical application of the semantic network model shows that it achieves better results in the semantic identification and annotation of words in poems, and it is found that the lexical semantic class with the highest frequency in the Three Hundred Song Lyrics is {Func word}, which accounts for 0.056. The semantic network model designed in this paper provides an effective method in the field of Chinese vocabulary semantics analysis and lays the foundation for a deep understanding of the generation and evolution of the culture of the Chinese language. A foundation is laid for a deep understanding of the generation and evolution of Chinese language culture.
Research on the application of machine vision in the design of machine automation
Authors: Zhang Dawei , Li Yayun 
Published: May 2024

Abstract
The application of machine vision technology to mechanical automation design is an inevitable measure to improve the comprehensive productivity of mechanical production manufacturing. In this paper, a mechanical automation system based on SOA architecture is designed to cover the image acquisition, processing, and recognition workflow of an image processing module based on machine vision. The binocular camera calibration is completed by the Zhang Zhengyou calibration method. The image is preprocessed by using algorithms such as the mean value method, segmented linear transformation and median filtering, and an algorithm is proposed to improve the ORB feature point extraction, which can extract and match the feature points quickly and efficiently. Meanwhile, a Harris corner point detection algorithm is proposed to improve the SIFT algorithm to enhance the accuracy of target recognition and localization. The designed mechanical automation system is applied to the lychee picking robot, for example, analysis, which shows that the overall recognition P-R value of the system reaches 0.953, and the classification accuracy is above 0.917. In the mechanical automation route localization, the lateral deviation is lower than 4.80cm. The maximum time for image processing and parameter transfer is 117.966ms, which indicates that the system involved in this paper is relatively stable in operation and has a better effect on the localization of the navigation line, which is of certain application value in the field of mechanical automation design.
Research on Visual and Interactive Evaluation Methods for Space Design Based on Virtual Reality Technology
Authors: Zhang Tao 
Published: May 2024

Abstract
This paper establishes different detail-level terrain grids for different terrain data blocks and generates multi-resolution terrain based on the tree-structured LOD model as a way of layering large-scale terrain data. Then, the virtual environment’s visual and image texture are rendered to visualize the virtual spatial environment. Then, the overall architecture of the interaction platform was designed, and the virtual space design visualization and interaction effects were studied based on spatial distance perception, presence experience perception, and error analysis. The results show that there is a significant difference between the mean value of people’s perceived satisfaction in the interaction space and non-interaction space M=163.138, t=1.376, p=0.005<0.05. The error in the interaction of the system in this paper is between (0.2 and 1.8), which indicates that the system performs well. This study of interaction design research proposes a new research dimension for the traditional interaction interface based on virtual reality technology, which provides an effective reference basis for future related designs.
Application and testing technology of new road materials in highways
Authors: Jia Chunyan 
Published: May 2024

Abstract
In the face of annual highway construction and highway maintenance projects, traditional road materials and road testing technology are difficult to meet the current highway construction needs. Based on this research background, the article first discusses the three-dimensional ground-penetrating radar nondestructive testing technology, analyzes the detection principle from the fluctuation equation of electromagnetic wave, the propagation characteristics of electromagnetic wave, and the propagation speed in the medium, and specifically analyzes its detection performance and application in the detection of the thickness of the structural layer. Finally, some sections of the Shanzhan Expressway are chosen as test objects and test experiments are designed and implemented. The test results show that the strength of the road material with water water-reducing agent increases compared to the material without water water-reducing agent. By using red mud instead of cement, road materials can have a relatively high strength. Therefore, using red mud as a substitute for conventional materials is entirely feasible and can save costs. The cracking rate of the highway was reduced by using the “leaching recycled” material, and the small cracks of less than 2mm were basically sealed, while the cracks of more than 2mm were alleviated. There is no water seepage on the pavement at 28 points of the 7 sections tested, so the “leaching regeneration” material has a better waterproof effect on the highway pavement.
Tax Strategy and International Financial Management of Multinational Companies
Authors: Jin Qisen , Fu Yu 
Published: May 2024

Abstract
In the context of intensifying global competition, the exploration of corporate tax strategy is emerging as a pivotal area within financial management. This paper develops a flowchart for a tax planning scheme tailored to the economic strategy of multinational corporations. It examines the tax planning approaches related to enterprise financing strategy and capital operation strategy, identifying the optimal tax planning scheme based on two primary service objectives outlined in the flowchart. An empirical analysis is conducted using the case of H Communication Company to investigate the tangible benefits of its tax strategy on international financial management during its multinational operations. The results demonstrate that following tax planning, the coefficient for the cross-term of the multinational company’s earnings per share stands at 0.8340, suggesting that the market has positively received the company’s effective tax avoidance measures. This study not only advances practical research on tax planning for multinational projects but also serves as a dual theoretical and practical reference for the operations of multinational enterprises.
Analysis of Innovative Strategies of English Literature Teaching in Colleges and Universities under the Guidance of Ecological Literature Criticism
Authors: Liao Haiyan 
Published: May 2024

Abstract
This paper analyzes the theory of ecological literary criticism from the perspectives of anthropocentrism, environmentalism, ecologism, materialistic developmentalism, and technological supremacy and points out the prospects for the application of the theory of ecological literary criticism in the teaching of English literature in colleges and universities. Based on the characteristics and contents of English literature teaching in colleges and universities, a model of English literature teaching that incorporates ecological literary criticism is proposed. Taking the English majors of Normal University as the research object, using SPSS software and Coh-Metrix 3.0 as the analyzing tool, we set up the control group and the experimental group. We conducted an instance analysis of the English literature teaching mode that incorporates the theory of ecological literary criticism. The results show that the grouping presents a 0.05 level of significance (t=2.265, p=0.032) for the posttest of the application essay achievement, as well as the specific comparison of the differences can be seen, the mean value of the experimental group (11.935), which will be significantly higher than the control group’s mean value (10.915). It means that compared with the traditional English writing teaching mode, the English literature teaching mode based on the ecological literary criticism theory is more helpful in promoting the improvement of the English literature writing level of the students in the experimental group.
Inclusive teaching through a musical instrument: the case of the musical studio in Aktobe, Kazakhstan
Authors: Spulber Diana , Magzimbetova Gulsana 
Published: May 2024

Abstract
The manuscript aims to analyze the impact of learning musical instruments on the inclusion process. Music represents a universal language capable of bringing together and connecting seemingly different worlds. Due to this facilitator function in communication, music can become an effective tool for inclusion. Learning music and musical instrument music is fundamental for the cognitive, emotional, and motor development of individuals, with particular regard to children with different disabilities. Adapting the method of Skriabin of Itten and figure notes and to teaching music to disabled children has shown a positive impact on social and emotional improvement and, respectively, on the inclusion of children with disabilities. The study case results will permit the improvement of inclusion through music learning using the developed method.
Social Responsibility in Ukrainian HEIs: Sociological Analysis of Current Situation and Key Trends During the Wartime
Authors: Orzhel Olena , Petroye Olha , Shofolova Nataliia , Lytovchenko Olena 
Published: May 2024

Abstract
The goal of the paper is examination of social responsibility implementation by Ukrainian HEIs, its modifications during wartime and prospective adjustments to fit the purposes of postwar revival. Several methods were applied in this study: content analysis for literature review; survey method to collect and interpret data on USR at Ukrainian HEIs; descriptive and mathematical statistics methods for data processing and presentation; synthesis method and reflexion for analysis, discussion and drafting conclusions. The main findings of the survey are as follows: the dominant share of university community believes that social responsibility policy is present and implemented in their HEIs; for the majority of respondents, university social responsibility is primarily associated with ensuring high quality of education, volunteer activities and philanthropy, responsible research, and educating students to be responsible citizens; academic staff and students are the major agents who initiate projects, programs and events focusing on social responsibility; university social responsibility has intensified with the beginning of fully-fledged war; currently HEIs understand their social responsibility as ensuring safety of students and staff, support to the Ukrainian army, caring for displaced persons, maintaining and restoring mental health of students and staff, as well as other citizens.
Transformational Leadership, Perceived Organizational Support Sharing, Organizational Commitment and Employee Performance: the Role of Religiosity
Authors: Sulaeman Moh. Muklis , Haryono Tulus , Sunaryo Sinto , Hendarsjah Hidajat , Riani Asri Laksmi , Wahyuni Salamah 
Published: May 2024

Objective: The purpose of this study is to examine how transformational leadership, knowledge sharing, and perceived organizational support affect organizational commitment and how their effects on performance are influenced by religiosity at Nahdlatul Ulama University in East Java. This kind of study is known as explanatory research.

Method: Purposive sampling is the kind of sample strategy that should be applied. 345 samples were successfully obtained for this study. A Likert scale questionnaire was employed as the data gathering method in this investigation. The Partial Least Square (PLS) method was used to analyze the data, and SmartPLS version 3 PLS software was used.

Research Findingsand Discussions: The following factors have been found to have a positive and significant impact on organizational commitment: 1) Transformational Leadership; 2) Perceived Organizational Support; 3) Knowledge Sharing; 4) Organizational Commitment has a positive and significant impact on performance; and 5) Religiosity strengthens the relationship between organizational commitment and employee performance.

Research Implications: Research implicates poor lecturer performance with low-quality tertiary institutions. Studies must expand focus to include knowledge sharing, organizational support, and leadership to enhance relationships and improve organizational commitment and performance.

Originality/Value: The poor performance of lecturers as members of the teaching staff in higher education is inextricably linked to the low quality of tertiary institutions. Numerous studies that have been done only look at a few variables and ignore the importance of knowledge sharing, perceived organizational support, and transformational leadership in maximizing the potential for relationships that are mediated by organizational commitment and moderated by religiosity to improve company performance.
Rains, Tragedies and Media Coverage: Analysis of Floods In Rio Grande do Sul
Authors: Oliveira Felipe Moura , Holanda Thiago Costa , Ramalho Ana Lidia de Oliveira Silva , Kloeckner Natalia Varela da Rocha , Moura Italo Emmanoel Mesquita Oliveira de , Ricarte Thiago Limoeiro , Ribeiro Karina Valdez 
Published: May 2024

Objective: The objective of this study is to present how the tragedy in Rio Grande do Sul is handled by the media, in order to observe whether it is being related to climate change.

Theoretical Framework: Environmental disasters have been intensifying with the great advances of human actions, which cause climate change and journalistic structures play a crucial role in shaping the public perception of natural disasters, framing them in the context of climate change.

Method: From the use of text mining techniques in reports published in Brazilian news portals about the floods in Rio Grande do Sul, a corpus of 100 texts from Google News was selected, being processed through the Voyant Tools software for extraction and analysis of textual data.

Results and Discussion: Media coverage of the tragedy in Rio Grande do Sul highlighted the social consequences and the impact on urban centers. The news simplifies the understanding of the causes of the tragedy, focusing mainly on heavy rains and neglecting factors such as global warming and El Niño. In addition, socioeconomic influences that amplify flood risks, such as poor infrastructure and housing conditions, were neglected in the discussions. The media also emphasized the importance of understanding the interaction between climate and geography to formulate strategies that minimize the effects of flooding and promote the sustainable development of the affected regions.

Research Implications: By revealing how climate change narratives are being integrated into coverage of natural disasters, this study helps to understand the role of the media in educating the public and influencing public perception of the need for climate mitigation and adaptation policies.

Originality/Value: This study examines how the Brazilian media approaches flooding in Rio Grande do Sul, highlighting the social consequences and the importance of understanding the interaction between climate and geography. Using text mining techniques to analyze a corpus of news stories, the research offers a succinct and objective analysis of media coverage, contributing to an understanding of communication about extreme weather events.
Community Engagement, The Context for Teachers’ Work-Efficiency? A Tism Approach
Authors: Sahoo Saroj Kumar , Cagáňová Dagmar , Pattnaik Laxmikant , Sahu Valavadra , Sahoo Sandhyarani 
Published: May 2024

Purpose: The main purpose of this research work is to find the scope of enhancing the teachers’ work-efficiency through the logical linkages of emotional exhaustion, attitude, knowledge management (KM), and community-engagement.

Methods: With a qualitative research approach, i.e.: Total Interpretive Structural Modeling (TISM), this study tried to explore the intricate relationships between the aforesaid components in Indian context. With the overview of community engagement having its significant importance in educational settings, research problem is defined, which guided for extensive literature review, the core part of TISM. The study utilizes fundaments of ISM along with the contextual relationships to reach the hierarchical model of TISM to visually represent the relationships between the identified factors, reflecting their driving power and dependency power.

Results & discussions: This study established the complete interpretations of the linkages among variables through developed model of TISM. Further, this research-work shows how the identified factors collectively contribute to teachers’ overall work-efficiency, where online customer-engagement and offline customer-engagement forms the context for the attitude and KM, and emotional exhaustion that are in turn leads to work-efficiency of teachers.

Implications of the study: This study highlights the scopes for comprehensive strategies to enhance work-efficiency of teachers through fostering positive attitudes and effective KM on the ground of community engagement, where emotional exhaustion is managed adequately.
Adaptability, Knowledge, Resilience: Effects on Socialization in a Post COVID-19 Context – Empirical Study
Authors: López-Torres Virginia Guadalupe , Jiménez-Terrazas Carmen Patricia 
Published: May 2024

Objective: The objective of the study is to analyze the socialization of Covid-19 in university students based on its relationship with knowledge, adaptability and resilience.

Theoretical Framework: The theory of socialization analyzes the associations between lived experiences, behaviors, beliefs and dispositions, in particular, socialization focuses on Covid-19 considering that having socialization of information and knowledge helps to overcome challenges, adapt and be resilient when being better prepared for a future contagion or a new pandemic.

Method: Quantitative research, empirical, non-experimental, cross-sectional design, sample of university students. Data collection by questionnaire. Data analysis by partial least squares structural equation modeling (PLS-SEM).

Results and Discussion: The results confirm that knowledge has a strategic role in triggering adaptability, resilience and successful socialization post Covid-19 and support the theory of socialization, elements that are conducive to chaotic situations such as the pandemic.

Research Implications: Professors and university staff, as a socializing organization, can influence formal processes that enhance the social integration of students, acquiring knowledge that allows them to adapt and be resilient to Covid-19 outbreaks or new pandemics.

Originality/Value: Innovative study since, according to the review conducted, there are no previous studies that investigate the direct and indirect effect of adaptation, resilience and knowledge on post covid-19 socialization.
The Sustainable Management of Gayo Coffee Cultivation in Rikit Musara Village, Meriah District, Indonesia
Authors: Jaya Irhas , Harahap R. Hamdani , Simatupang Irfan , Ginting Bengkel 
Published: May 2024

Objective: This study aims to investigate how sustainable management of Gayo coffee is managed by farmers in Rikit Musara Village.

Method: This study applied a case study design to investigate the management of Gayo coffee cultivation in Rikit Musara Village, Aceh. The research focused on management, challenges faced, and opportunities for improvement. Data was collected by interviewing several informants who directly influenced Gayo coffee cultivation. Documentation on cooperative relations between related institutions is also carried out to see how related parties work together to cultivate Gayo Coffee.

Results and Discussion: The management of Gayo coffee cultivation in this village has yet to be effective. Several problems were found in the failure to carry out institutional tasks properly, inadequate farmer resources, inadequate government budget allocations, and misaligned visions between farmers and the Department of Agriculture. Institutions that have been formed in different domains already exist. However, management between parties related to Gayo Coffee cultivation, namely farmer institutions, Gayo Coffee farmers, and DPKBM, must still be well established.

Research Implications: There is a need for policy interventions to improve the management of Gayo coffee cultivation. This could include advocating for increased government budget allocations, better coordination between institutions, and the establishment of clearer institutional tasks.

Originality/Value: This study contributes to the literature by providing practical recommendations for improving the management of Gayo coffee cultivation in the village. These recommendations can inform policy interventions, capacity-building efforts, and partnership development strategies aimed at enhancing the sustainability of Gayo coffee cultivation in the village and similar contexts.
Integrated Reporting: A Literature Review
Authors: Cruz Sandra P. , Dias Rui , Varela Miguel , Galvão Rosa 
Published: May 2024

Background: Integrated Reporting (IR) is an innovative and effective reporting model combining financial and non-financial information into a single report.

Purpose: This paper reviews the literature concerning Integrated Reporting related to voluntary disclosure. The study analyses the theoretical foundations of Integrated reporting. It discusses the main dimensions of the concept from the perspective of the company and other stakeholders, highlighting the importance of Integrated Reporting and integrated thinking in how the companies communicate. It aims to summon these points of view and achieve, through a systematic literature review, a clear depiction of voluntary disclosure using Integrated Reporting.

Methods: A systematic literature review was performed using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) methodology. Prisma is a framework of evidence-based elements designed to help authors conduct systematic literature reviews.

Results: The results confirm the benefits a company can have when adopting quality integrated reporting. It promotes a long-term vision of corporate management, improves the diffusion of a culture of sustainability within the company, and promotes integrated thinking, an innovative strategic and cultural approach to corporate management. The limitations involved in adopting integrated reporting were also highlighted.

Conclusion: This systematic literature review sought to consolidate knowledge on the subject. Opportunities for further empirical research in this area are suggested.