bluuebunny/crossref_metadata_2025_split huggingface dataset:
Optimized 3D-2D CNN for automatic mineral classification in hyperspectral images
Authors: Attallah Youcef , Zigh Ehlem , Adda Ali Pacha 
Published: November 2024

Abstract
Mineral classification using hyperspectral imaging represents an essential field of research improving the understanding of geological compositions. This study presents an advancedmethodology that uses an optimized 3D-2D CNNmodel for automatic mineral identification and classification. Our approach includes such crucial steps as using the Diagnostic Absorption Band (DAB) selection technique to selectively extract bands that contain the absorption features of minerals for classification in the Cuprite zone. Focusing on the Cuprite dataset, our study successfully identified the following minerals: alunite, calcite, chalcedony, halloysite, kaolinite,montmorillonite,muscovite, and nontronite. The Cuprite dataset results with an overall accuracy rate of 95.73%underscore the effectiveness of our approach and a significant improvement over the benchmarks established by related studies. Specifically, ASMLP achieved a 94.67%accuracy rate, followed by 3D CNN at 93.86%, SAI-MLP at 91.03%, RNN at 89.09%, SPE-MLP at 85.53%, and SAMat 83.31 %. Beyond the precise identification of specific minerals, ourmethodology proves its versatility for broader applications in hyperspectral image analysis. The optimized 3D-2D CNNmodel excels in terms of mineral identification and sets a new standard for robust feature extraction and classification.
The Existence of Tourism and Local Culture: A Study of the TALC Tourism Model in Bali
Authors: Sari Wulan Purnama , Pandrianto Nigar , Azeharie Suzy , Sukendro Gregorius G. , Irena Lydia 
Published: November 2024

Objective: This research was conducted with the aim of conducting a study on the sustainability of tourism in Bali, exploring the reasons for how Bali maintains its existence as a leading tourist destination, amid the challenges and obstacles faced, associated with the tourism life cycle model proposed by Butler. This research focuses on how tourism can adapt to the changes that occur. This is also the novelty of this research, which provides a description of how a tourist area that is already in the superior stage continues to maintain its status and existence, while adapting to the changes that occur. The novelty in this research includes a holistic approach that not only emphasizes economic benefits, but also social, cultural, and environmental aspects to maintain the sustainability of tourism and the preservation of local culture.

Theoretical Framework: This research focus on tourism communication using model TALC by Butler.

Method: This research uses a qualitative approach with a phenomenological method. Researchers chose a qualitative approach and phenomenological method with the aim of being able to describe and analyze the direct experiences of the interviewees related to tourism life in Bali. Qualitative research allows researchers to explore the subjective experiences of the interviewees.

Results and Discussion: Based on the research results, it was concluded that Bali tourism is now in the sixth stage of Butler's TALC cycle model, namely decline or revitalization. Problems such as pollution, environmental damage, and the loss of local Balinese cultural values have the potential to accelerate the decline if not addressed properly. However, revitalization efforts have begun, with local and national governments starting to pay attention to the development of sustainable tourism. Programs to preserve the environment, maintain cultural balance, and limit development in sensitive areas have begun to be implemented. In addition, community-based tourism development has also been introduced to empower local communities and maintain Balinese cultural values.

Research Implications: Bali's existence as a tourist destination will continue to live as long as the Balinese people continue to apply their local cultural values and practices in their daily lives. These local cultural values and practices remain a magnet for attracting tourists to come and visit Bali, coupled with innovation and revitalization to continue to preserve local culture in Bali.

Originality/Value: This study contributes to the literature of tourism communication theory by examing the implementation of model TALC by Butler.
Pengaruh Media Sosial Pada Promosi di Bagian Pemasaran ITB STIKOM BALI
Authors: Astiti Ni Made , Ulandari Ni Wayan Ari , Putra I Putu Warma 
Published: November 2024

Pemasaran digital, atau digital marketing, adalah upaya atau metode untuk mempromosikan merek atau produk dengan menggunakan media berbasis digital. Meskipun dampaknya signifikan, diperlukan penelitian untuk mengevaluasi keakuratan penerapan digital marketing dalam promosi kampus. Penelitian ini bertujuan untuk menganalisis pengaruh media sosial terhadap keputusan calon mahasiswa untuk mendaftar di ITB STIKOM Bali. Data dikumpulkan melalui survei menggunakan Skala Likert, dengan total responden sebanyak 365 orang. Penelitian ini mengkaji pengaruh media sosial terhadap promosi pemasaran di ITB STIKOM Bali. Dengan menganalisis tanggapan responden, ditemukan bahwa media sosial berperan penting dalam keputusan pendaftaran, Sebanyak 81,09% responden sering mengakses media sosial untuk mencari informasi tentang ITB STIKOM Bali. Informasi mengenai pendaftaran, kegiatan kampus, dan testimoni yang disampaikan melalui media sosial terbukti signifikan mempengaruhi keputusan calon mahasiswa. Media sosial tidak hanya menjadi sumber informasi utama tetapi juga membangun kepercayaan dan kedekatan antara calon mahasiswa dan ITB STIKOM Bali, menjadikannya alat efektif dalam menarik minat pendaftar baru.
Strategi Komunikasi Pemasaran Afiliator dalam Menarik Minat Belanja Konsumen Pada Sebuah Produk di Marketplace
Authors: Dewa Ayu Dewa Ayu Mirna Wati , Suniantara I Ketut Putu , Sastrawan I Nengah Oka 
Published: November 2024

Media sosial adalah platform digital yang memfasilitasi penggunanya untuk memudahkan interaksi sosial yang bersifat interaktif. Media sosial juga menjadi salah satu cara yang efektif untuk memasarkan produk dan jasa secara luas yang dapat meningkatkan penjualan serta memajukan bisnis. Dalam upaya menggaet para pengunjung untuk membuka bahkan sampai berbelanja di sebuah platform e-commerce, tentu saja tidak lepas dari banyaknya orang yang mempengaruhi (meracuni) promosi dengan iklan yang ada diberbagai sosial media sehingga banyak orang yang tertarik untuk mengunjungi e-commerce tersebut dan bahkan sampai membeli produk yang dijulnya. Agar tersampaikannya sebuah informasi dan juga kepentingan lainnya, maka dibutuhkan seseorang atau sekelompok orang yang dianggap berpengaruh untuk menggiring opini dan menyuarakan kepentingan marketing seperti halnya promosi. Saat ini telah banyak sekali bermunculan berbagai profesi baru, akibat dari tingginya pengguna social media di Indonesia, salah satunya adalah content creator. Content creator adalah seseorang yang berfokus pada pembuatan konten, baik itu dalam bentuk tulisan, gambar, video, podcast, atau bentuk lainnya. Saat ini, content creator sudah banyak bergabung kedalam affiliate untuk mendapatkan komisi. Affiliate akan mendapatkan Komisi berdasarkan performa mereka dalam mempromosikan produk Shopee serta membagikan link Affiliate. maka dari itu penelitian ini sangat menarik untuk diteliti karena untuk mengetahui seperti apa strategi yang dilakukan oleh affiliator Shopee dalam mempromosikan produk. Metode penelitian yang digunakan adalah metode deskriftif kualitatif dengan tujuan ingin mengatauhi bagaimana strtategi komunikasi pemasaran yang digunakan oleh para affiliator Shopee dan bagaimana hasil dari strategi yang sudah dijalankan tersebut.
Improvement of Mohr-Coulomb criterion for designing pavements of roads of low traffic intensity
Authors: Aleksandrov A. S. , Semenova T. V. 
Published: November 2024

Introduction. Currently, when designing road pavements taking into account soil shear displacement, shear stresses from temporary and permanent loads are calculated at different values of internal friction angle. Consequently, in terms of soil shear displacement while designing road pavements, stresses applied along two different sites are considered, which is an error and requires correction. Materials and methods. A model for predicting accumulated residual deformation has been developed, which allows for determining the value of the maximum principal stress at which the residual deformation reaches its limit value, given that values of the minimum principal stress and the number of applied loads are known. The values of principal stresses being taken into account, the adhesion and the angle of internal friction are calculated for the number of loads considered in the deformation calculation. Results. The calculation of shear resistance and resistance to universal tension parameters was performed by applying the proposed model and the Barksdale-Kazarnovsky model for calculating the accumulated residual deformation. The calculation results have been compared. Conclusions. The obtained results allow for designing surfaces of roads of low traffic intensity based on the criterion of resistance to soil shear displacement.
Karyawan Milenial: Grit dan Prokrastinasi Kerja
Authors: Pratama Sagita Indah , Prahara Sowanya Ardi 
Published: November 2024

Employees are important factor in the development of the company. Employees belonging to the millennial generation are prone to delaying behavior or work procrastination. The research aims to know if there's a link between grit with work procrastination on millenial workers. The research using quantitative method. The sampling technique using purposive technique. The sample of this research employs millenial workers (24 years old - 42 years old) with total of 72 workers. The instrument of this research employs grit scale and work procrastination scale. While the hypothesis of this research using spearman's rho correlation test. According the analysis' result, the Sig. (1-tailed) 0,014 < 0,050. Then, it is concluded that there's a significant link between grit with work procrastination. And then according to the coefficient number of correlation in the amount of -0,260, it means that the strength level of the link is low with the guidelines for the degree of relationship of 0,200-0,399. It is concluded that the higher the grit of someone get, the procrastination would be low. In reverse, a subject that has low grit level, the procrastination would be on higher level. The implication of this research is that there is a negative relationship between grit and work procrastination in millennial employees.

Karyawan merupakan faktor penting dalam berkembangnya perusahaan. Karyawan yang tergolong generasi milenial rentan terhadap perilaku penundaan atau prokrastinasi kerja. Penelitian ini bertujuan untuk melihat apakah terdapat hubungan antara grit dengan prokrastinasi kerja pada karyawan milenial. Teknik sampling yang digunakan yaitu teknik purposive sampling. Sampel penelitian yang digunakan yaitu karyawan yang termasuk golongan usia milenial (24 tahun – 42 tahun) berjumlah 72 orang. Instrumen yang digunakan adalah Skala Grit dan Skala Prokrastinasi Kerja. Sedangkan untuk uji hipotesis menggunakan uji korelasi spearman’s rho. Berdasarkan hasil analisis didapatkan nilai sig. (1-tailed) 0,014 < 0,050 maka dapat dikatakan bahwa ada hubungan yang signifikan antara grit dengan prokrastinasi kerja. Sehingga dapat disimpulkan bahwa semakin tinggi grit yang dimiliki subjek, maka prokrastinasi akan semakin rendah. Sebaliknya, subjek yang memiliki grit rendah akan memiliki prokrastinasi yang tinggi. Implikasi pada penelitian ini adalah terdapat hubungan negatif antara grit dengan prokrastinasi kerja pada karyawan milenial.
DAMPAK AKTIVITAS OLAHRAGA TERHADAP STRES AKADEMIK PADA PESERTA DIDIK
Authors: Widohardhono Rachman , Rachman Nabila , Jannah Miftakhul 
Published: November 2024

Background: In the academic process, students have the potential to experience academic stress, among others, due to high expectations, a lot of incoming information, academic pressure, and unrealistic ambitions. One of the activities carried out is sports activities. Objective: The objective of the study was to assess the relationship between sport activity and academic stress. Method: A total of 65 student were involved in this study. Age range of 14–17 years, Data obtained from Global Physical Activity Questionnaire (GPAQ) and reported the number of days and duration of activities they spent on studying or working, travelling, and recreational activities. All responses as to the duration were converted from hours into METs. Data academic stress obtained from Perception of Academic Stress Scale. Statistical analysis using analysis of varian was performed using JASP for window version 0.14.1 Result: The research results show an F value of 3.304 with a p value of 0.043 (<0.05). Conclusion: There is a significant difference between the level of sports activity and academic stress. The higher the level of sports activity, the lower the academic stress.

Keywords: Academic stress, sport activity, student.
Latar Belakang: Peserta didik dalam dalam proses akademik ada potensi mengalami stres akademik antara lain karena ekspektasi yang tinggi, banyaknya informasi yang masuk, tekanan akademis, ambisi yang tidak realistis. Salah satu kegiatan yang dilakukan adalah aktivitas olahraga. Tujuan: Penelitian ini bertujuan untuk menilai hubungan antara aktivitas olahraga dan stres akademik siswa Sekolah Menengah Atas. Metode: Sebanyak 65 siswa dilibatkan dalam penelitian ini. Rentang usia 14–17 tahun. Data diperoleh dari Global Physical Activity Questionnaire (GPAQ) dan melaporkan jumlah hari dan durasi aktivitas yang mereka habiskan untuk belajar atau bekerja, bepergian, dan aktivitas rekreasi. Semua tanggapan mengenai durasi diubah dari jam menjadi MET. Data stres akademik diperoleh dari Skala Persepsi Stres Akademik. Analisis statistik menggunakan analisis varian dilakukan dengan menggunakan JASP for window versi 0.14.1. Hasil: Hasil penelitian menunjukkan nilai F sebesar 3,304 dengan nilai p 0,043 (<0,05). Kesimpulan: Terdapat perbedaan yang signifikan antara tingkat aktivitas olahraga dengan stres akademik. Semakin tinggi tingkat aktivitas olahraga maka semakin rendah stres akademik.

Kata kunci: Stress akademik, aktivitas olahraga, peserta didik.
PERAN CHARACTER STRENGTH TERHADAP RESILIENSI AKADMEIK PADA MAHASISWA YANG BEKERJA
Authors: Aini Luthfi Noor , Variani Davita , Wardhani Nia Kusuma 
Published: November 2024

Background: Students who study and work face many daily challenges such as time constraints, work and study pressures, and busy schedules that can cause stress and interfere with individual mental health. Resilience is a factor that plays an important role so that individuals can survive in overcoming problems and adapting to stressful situations. Objective: This study examines whether there is an influence of character strength on resilience in working students. Method: This type of research is quantitative with simple regression analysis that measures the magnitude of the influence between the dependent variable and the independent variable. Total respondents were 149 working students in Yogyakarta Province. Results: Character strength variables can be used as predictors of academic resilience variables. The R square value of 0.163 indicates that 16.3% of the Character strength variable can predict the level of academic resilience in the subject. Conclusion: There is a significant relationship between Character strength and resilience in working students. The relationship between the two variables is positive, which means that if the Character strength in students is positive, the resilience is high, otherwise if the student's Character strength is negative, the resilience is low.
Comparison of innovative and classical approaches to the creation of hemostasis in nosebleeds at the prehospital stage
Authors: Kadyshev V. A. , Goncharova N. A. , Bulychev S. N. , Voronkova N. Y. , Sapozhnikov A. V. , Rokhmacheva Yu. A. 
Published: November 2024

The relevance of the problem of achieving high-quality hemostasis in patients with spontaneous nosebleeds (NC) in emergency medical care (SMP) is beyond doubt.The purpose of the study. To compare the effectiveness of providing emergency medical care to patients over 18 years of age with anterior NC in the conditions of the NSR using a silicone single-chamber intra-nasal tampon with internal point glues and the classic method of tamponade using gauze turunda.Research objectives. To analyze the prevalence and causes of NC development in the structure of SMP calls in patients over 18 years of age in Moscow; to compare the effectiveness of the developed silicone single-chamber intra-nasal tampon with internal point glues and gauze turunda.Materials and methods. An analysis of the structure of calls to patients with NC and an assessment of the effectiveness of stopping NC using an intra-nasal tampon with internal point glues and a gauze turunda were carried out.Results. In the study groups, NC ranged from 66 % to 68 % in patients with hypertension. It was found that in the first group of observations using a single-chamber intra-nasal tampon with internal point glues, the best characteristics of the effectiveness of stopping NC were revealed: hemostasis was achieved in 94 % of cases, which is 28 % higher than the result of nasal tamponade with gauze turunda (66 % of cases); less time spent on anterior nasal tamponade was 3 times before 1.2 ± 0.3 min. and 3.4 ± 0.4 min. accordingly, the time spent on making a call decreased by 9.4 minutes – from 33.1 ± 1.7 minutes to 23.7 ± 1.2 minutes; pain in patients was less pronounced – 0.31 ± 0.01 and 1.45 ± 0.01 points, respectively; the number of repeated calls with recurrent NC (6 % and 22 % of cases, respectively) and repeated anterior nasal tamponade (2 % and 12 % of cases, respectively).Conclusion. The results are of great scientific and practical importance for SMP specialists and allow us to recommend a promising expansion of the range of medical devices used with an innovative approach to creating high-quality hemostasis in NC at the prehospital stage.
Geomorphology and Sedimentology of a Rapidly Retreating Alpine Glacier: Insights From the Taschachferner, Tirol, Austria
Authors: Le Heron D. P. , Mejías Osorio P. , Heninger M. , Davies B. J. 
Published: November 2024

The rapid retreat and fragmentation of Alpine glaciers is widely reported as humanity faces dramatic climate change in mountainous regions. This rapid change leads to changes in sedimentary processes, which are exposed in recently deglaciated regions. These Alpine glacier forefields offer a wide spectrum of settings through which the ancient sedimentary record can be interpreted. Glacial valley orientation, slope inclination and lithology, and plumbing of subglacial and englacial meltwater drainage all influence the immediate preservation potential of glacial sediments upon deposition. In this contribution, we explore the geomorphology and sedimentology of the Taschachferner (a valley glacier), presenting a new geological-geomorphological map. This small glacier drains an icefield in the Ötztal Alps, and its current ice margin lies at approximately 2550 m a.s.l. Thus far, the glacial sedimentology and its bedrock geology have not been subject to investigation. The bedrock geology is dominated by E-W striking units of paragneiss and amphibolite, and the latter exhibit a series of well-preserved striations together with meltwater-sculpted bedforms (p-forms). The lower region of the glacier can be divided into two parts: (i) a clean-ice part, on the northern valley side with a low, subdued profile and (ii) a debris-covered part at the southern valley side, covered with supraglacial debris. The valley margins are dominated by several generations of lateral moraines, the most prominent of which corresponds to the 1852 Little Ice Age Maximum. A well-developed “hanging sandur” is observed immediately in front of the ice margin. This consists of a series of sand and gravel bars cradled in the lee of an interpreted regional fault cross-cutting the bedrock. Sandur deposition is currently influenced and overprinted by dead ice, influencing the trajectory and location of river channels and gravel bars. This paper provides clear lessons regarding the distribution of ice-margin facies associations, which must be incorporated into models of glacier decay in the context of a rapidly warming climate.
Exploring challenges and enablers for community pharmacists using electronic prescriptions (Wasfaty) in Makkah region, Saudi Arabia: a qualitative study using the theoretical domains framework
Authors: Alharthi Mohammed S. 
Published: November 2024

BackgroundTransition to electronic prescribing (e-prescribing) systems, such as Wasfaty, represents a significant advancement in healthcare. Introduced by the Saudi Arabian Ministry of Health in 2019, Wasfaty aims to enhance medication availability and streamline healthcare delivery. This study explores the challenges and enablers community pharmacists face when using the Wasfaty system in Saudi Arabia. This study uses the Theoretical Domains Framework (TDF) to analyse behavioural and contextual factors influencing pharmacists’ adoption of electronic prescriptions. TDF identifies key challenges and enablers across multiple behavioural domains, making it well-suited for understanding complex healthcare implementation processes.MethodsA qualitative study design was employed using the Theoretical Domains Framework (TDF) to understand factors affecting Wasfaty use. Participants were purposively sampled, focusing on community pharmacists experienced with Wasfaty prescriptions. Recruitment and interviews occurred from June to August 2024. Data saturation was achieved at 18 interviews. Transcripts were coded and mapped into TDF domains to identify barriers and enablers.ResultsFive key TDF domains influenced Wasfaty use: environmental context and resources; social influences; beliefs about capabilities; social/professional role and identity; and knowledge. Challenges included high prescription volumes, medication shortages, technical difficulties, resistance from elderly patients, and inconsistent training. Some pharmacists reported inadequate training as a barrier, while others highlighted effective programs as enablers.ConclusionSignificant barriers, such as insufficient training and high prescription volumes, impede effective Wasfaty use. However, continuous training, prior experience with electronic systems, and organisational support were crucial enablers. Addressing these challenges through targeted interventions can enhance e-prescription efficiency, improving patient care and outcomes. Findings underscore the importance of ongoing professional development and supportive work environments in fostering pharmacists’ competence in electronic systems.