bluuebunny/crossref_metadata_2025_split huggingface dataset:
ONLINE PLATFORM FOR MOVIE RECOMMENDATION
Authors:   Dept. of CSE Chandigarh University Mohali, India, Tulsyan Ansh , Bhardwaj Anshul , Shukla Pranjal , Verma Jatin , Singh Tushar 
Published: January 2025

It might be difficult to locate movies that suit personal tastes in the era of digital media. A state-of-the-art internet tool called CineMatch tackles this problem by providing individualized movie suggestions using sophisticated algorithmic analysis. With the use of both user input and machine learning techniques, CineMatch offers a distinctive, user-focused movie-selection experience. The complex recommendation engine at the heart of CineMatch's technology combines filtering based on content, filtering that is collaborative, and the processing of natural language (NLP). The program can evaluate large datasets of movie information, ratings from users, and watching habits thanks to this tripartite methodology. While content-based filtering looks at aspects of a film such as cast, director, and genre, collaborative filtering makes movie recommendations based on the tastes of people who are similar to one another. NLP improves the system's comprehension of user feedback and plot summaries, allowing for more nuanced recommendations. The user interface of CineMatch is simple to use and guarantees simplicity of engagement. By allowing users to rate films, provide reviews, and make watchlists, the suggestion accuracy is significantly improved. Furthermore, the portal has a 'Discover' area that highlights obscure films and promotes going outside of the mainstream.

The platform may be used for more than just personal amusement; it can also provide studios and producers with information about audience trends and preferences. CineMatch is proof of how technology can revolutionize the movie-watching experience by making it more fun, individualized, and accessible. In conclusion, CineMatch transforms how people find and enjoy movies by utilizing cutting-edge algorithms to accommodate a wide range of preferences and likes in the constantly evolving digital landscape.

Keywords—Personalized Recommendations, Machine Learning, User Interface Design, Collaborative Filtering, Content-Based Filtering, Natural Language Processing (NLP).
The Mathematical Foundations for Data Representation and Analysis in Data Science: A Comprehensive Review
Authors:   AI & DS (Computer Engineering) VP’s Kamalnayan Bajaj Institute of Engineering and Technology, Baramati., Daphal Pratiksha 
Published: January 2025

The rapid advancement of data-driven technologies has underscored the importance of mathematical foundations in data science, particularly in how data is represented and analyzed. This review delves into the key mathematical frameworks that support modern data science, focusing on areas like linear algebra, probability, optimization, and topology. These mathematical tools form the backbone for efficiently representing data, discovering patterns, and constructing predictive models. The review explores techniques such as dimensionality reduction, sparse representations, and manifold learning, highlighting both their theoretical bases and practical uses. It also discusses challenges encountered in large-scale and complex data, such as scalability, data quality, and interpretability. By summarizing recent developments and identifying unresolved issues, the review seeks to offer a thorough understanding of the mathematical principles that drive progress in data science methods and applications.

Key Words: Machine learning, Linear algebra, Calculus, Probability, Statistics, Optimization and Data analysis
2024/5 German holiday law can apply to a managing director of a private limited company (GE)
Authors: Traber Othmar 
Published: January 2025

2024/5 German holiday law can apply to a managing director of a private limited company (GE)
Recent German rulings, following several ECJ decisions, require employers to inform employees about their holiday entitlement and the risk of losing it if not used by certain deadlines. If employers fail to do so, the entitlement remains valid. In the case at hand, the German Federal Labour Court (Bundesarbeitsgericht, the ‘BAG’) needed to decide if a managing director was considered an employee under the Federal Vacation Act.
Some Methods for Estimating the Parameters of A New Generalized Gamma- Weibull Distribution
Authors: A. Razaq Qasim Bahaa , Montadher J. Mahdi  
Published: January 2025

In this paper, four different estimation methods are presented to estimate distribution parameters of A New Generalized Gamma-Weibull Distribution (NGGW) it represented Maximum Likelihood Method (ML), Weighted Least Square Method (WLS) , Power Density Method (PD), and Mean Standard Deviation Method (MSD). In order to obtain the best results, the study compared the estimation methods by applying the Monte Carlo simulation method using the Wolfram Mathematica 13 program. Several experiments were conducted with different sample sizes (n=20,50,100 and 250), and the results showed the superiority of the maximum potential method in finding estimates of distribution parameters compared to the rest of the methods used in this paper.
AKURASI HARGA POKOK PRODUKSI BERBASIS ACTIVITY-BASED COSTING SEBAGAI UPAYA EFISIENSI OPERASIONAL PADA UMKM TAPE BONDOWOSO
Authors: Enik Enik Sulistyowati , Nur Hamidah  , Iis Riyana  , Khofidatus Soliha  , M. Sholehuddin  
Published: January 2025

This study aims to analyze the management of production costs in Bondowoso Tape MSMEs using the Activity-Based Costing (ABC) method as an effort to improve the accuracy of the calculation of Cost of Production (CoP), Cost of Goods Sold (CoGS), and Break-Even Point (BEP). The researcher collected data through interviews, observations, and documentation of financial statements which were then analyzed using a qualitative descriptive approach. The results show that the ABC method provides a more accurate cost allocation compared to the traditional method with details of the HPP of Mika Tape products of Rp. 5,147.39 per unit, while Small Tape is Rp. 3,601.93 per unit. BEP was achieved for Mika Tape at 19,821 units and for Small Tape at 3,944 units, while the profit and loss report indicated a net profit of Rp. 34,960,318.38 for Mika Tape and Rp. 70,672,831.34 for Small Tape, so it can be concluded that the research using the ABC method is able improve cost efficiency and provide a basis for strategic decision-making for Tape Bondowoso MSMEs..
Keywords: Activity-Based Costing, Cost Of Production, Break-Even Point, MSMEs.
Percepções da população do bairro Cabanagem, Belém, Pará, Brasil, sobre os impactos da implementação da política pública territórios pela paz
Authors: Oliveira Cláudio Luciano Monteiro de , Mello César Maurício de Abreu , Ramos Edson Marcos Leal Soares 
Published: January 2025

Importância: A percepção da população impctada sobre determinada políticas públicas, se constitui em métrica relevante para a avaliação da atuação estatal. Objetivo: caracterizar a percepção da população do bairro Cabanagem, Belém, Pará, Brasil sobre implementação da Política Pública Territórios Pela Paz. Metodologia: É estudo quantitativo de caráter exploratório e descritivo, desenvolvido com base na análise de dados coletados junto aos moradores do local da pesquisa, a partir da aplicação formulário composto por 192 perguntas (itens), o qual contém filtros para algumas questões, o que impossibilita que algum dos participantes da pesquisa o responda de forma completa. A análise dos dados coletados foi realizada na forma descritiva. Resultados: Por meio de diversas abordagens de avaliação, foi observado que a política pública Territórios Pela Paz teve um impacto positivo na realidade das pessoas que vivem no bairro Cabanagem, Belém, Pará, Brasil. Essa constatação se manifestou em diferentes graus, conforme a percepção da população. Conclusão: Os dados coletados, e representativos das percepções da população destacam não apenas a diminuição da criminalidade, mas também a melhoria da realidade da população impactada, o que representa o êxito da política pública TerPaz como forma de intervenção estatal que busca a sinergia entre ações de segurança pública e inclusão social.
Capacitação em suporte básico de vida para enfermeiros em unidades básicas de saúde
Authors: Ferreira Gabriela Zaleuski , Sloboda Dyenily Alessi , Rodrigues Aline Scharr , Lima Sherlyn Aparecida Souza de , Rodrigues Carla Regina Blanski , Silva Carla Luiza da , Bordin Danielle , Souza Andressa Larissa Dias Muller de 
Published: January 2025

Objetivo: Demonstrar a efetividade de uma capacitação em Suporte Básico de Vida na aprendizagem de Enfermeiros inseridos em Unidades Básicas de Saúde. Método: Estudo quase experimental, realizado com enfermeiros inseridos em Unidades Básicas de Saúde do município de Ponta Grossa/PR. O estudo ocorreu em 3 fases: Pré-teste; Capacitação em Suporte Básico de Vida e; Pós-teste. Resultados: Fizeram parte do estudo 26 enfermeiros, com predomínio do sexo feminino (88,5%). Na análise da retenção do conhecimento teórico sobre as manobras de Suporte Básico de Vida, observou-se que a média de enfermeiros que acertaram todas as questões foi maior no pós-teste (24,8 na manobra de Ressucitação Cardiopulmonar e 25,5 na manobra de Heimlich), do que comparado no pré-teste (21,9 na manobra de Ressucitação Cardiopulmonar e 22 na manobra de Heimlich). Na avaliação prática de Ressucitação Cardiopulmonar, a média daqueles que acertaram todas as questões no pré-teste foi de 17, e no pós-teste de 23,2. Enquanto que na manobra de Heimlich, foi de 12,5 no pré-teste e 20 no pós-teste. Conclusão: Observou-se que o desempenho teórico e prático dos enfermeiros nas manobras de Suporte Básico de Vida foi sempre melhor após a intervenção, demonstrando que a capacitação é efetiva na aprendizagem.
Mediasi Penal Dalam Penyelesaian Tindak Pidana Di Kecamatan Socah Kabupaten Bangkalan
Authors: Rusdiana Erma , Hidayatulloh Moh. Rizqi , Muti’ah Dewi 
Published: January 2025

Isu hukum yang perlu dikaji adalah bagaimana peran kepala Desa Sebagai Mediator atas dugaan tindak pidana dan hambatan apa saja yang dialami oleh Kepala Desa selama menjadi mediator. Penelitian ini menggunakan jenis penelitian hukum empiris dengan pendekatan yuridis sosiologis atau penelitian lapangan. Lokasi penelitian ini adalah Kecamatan Socah. Kepala Desa di Kecamatan Socah menyelesaikan suatu perselisihan dalam masyarakat dengan cara melakukan mediasi kepada pihak yang berselisih. Dari hasil penelitian dan kajian yang dilakukan diperoleh bahwa (1) peran Kepala Desa di Kecamatan Socah sangat penting demi menjaga perdamaian desa dan peran Kepala Desa di Kecamatan Socah sebagai mediator termasuk efektif dengan tingginya kasus yang berhasil di mediasi dan jenis dugaan tindak pidana yang diselesaikan oleh Kepala Desa di Kecamatan Socah adalah pencurian, penganiayaan, kenakalan remaja, pengancaman, kecelakaan, kekerasan dalam rumah tangga (KDRT) dan penggelapan (2) terdapat beberapa hambatan yang dialami oleh Kepala Desa di Kecamatan Socah yakni adanya adanya provokator dalam mediasi yang sedang berlangsung dan salah satu pihak yang tidak mau datang untuk melakukan mediasi.
Kata Kunci: Peran Kepala Desa; Mediator; Dugaan Tindak Pidana; Mediasi Penal
Abstract
The legal issues that need to be studied are the role of the village head as a mediator regarding alleged criminal acts and what obstacles the village head experiences while being a mediator. This research uses empirical legal research with a sociological juridical approach or field research. the location of this research is socah district. The village head in socah district resolves a problem in the community by mediating with disputing parties. From the results of the research and studies carried out, it was found that (1) the role of the village head in socah district is very important in maintaining village peace and the role of the village head in socah district as a mediator is quite effective with the high number of cases being successfully mediated and the types of suspected criminal acts being resolved by village heads in socah district are theft, signing, juvenile delinquency, threats, accidents, domestic violence (kdrt) and embezzlement (2) there are several obstacles experienced by village heads in socah district, namely the existence of provocateur in ongoing mediation and one of the parties who does not want to come to mediation.
Keywords: Role Of The Village Head; Intermediary; Alleged Criminal Acts; Penal Mediation
The Resource-Based View in the Asta Brata and Organisational Performance: A Moderating Approach of Adaptability and Innovation
Authors: Akbar Abdi , Idris Muh. Ma’ruf , Kurniawan Agung Widhi , Mustafa Muh. Yushar , Natsir Uhud Darmawan , Angreyani Andi Dewi 
Published: January 2025

This study explores the impact of the Asta Brata leadership style on organisational performance, emphasizing the moderating effects of adaptability and innovation. Asta Brata, rooted in traditional Javanese philosophy, encompasses eight guiding principles that influence leaders' behaviours and decision-making processes. Utilising a quantitative approach, data was collected from a diverse range of organisations across various sectors. The findings indicate that the Asta Brata leadership style affects organisational performance in significant and positive way, in other words, this study finds that ethical conduct, courage, and discipline of the leader have significant and positive influence on the organisational performance. Adaptability and innovation also play a positive and significant role on organisational performance of SMEs. This means that if the visionary leadership, emphasis on learning, and competitive intelligence and digital transformation increase, SMEs’ financial, operational, and employee performance are also improved. The relationship between Asta Brata leadership style and organisation performance is moderated positively and significantly by adaptability and innovation. It can be concluded that the Asta Brata leadership style has a positive and significant impact on organisational performance, particularly when such adaptability and innovation exist. Furthermore, the analysis reveals that adaptability and innovation serve as critical moderators, amplifying the positive effects of Asta Brata on performance outcomes. This research contributes to leadership theory by demonstrating how cultural leadership frameworks can be instrumental in navigating contemporary business challenges, ultimately providing actionable insights for leaders seeking to improve organisational effectiveness.
Pembelajaran Sistem Blok pada Implementasi Kurikulum Merdeka (IKM) dalam Meningkatkan Hasil Belajar Siswa di Sekolah Menengah Kejuruan
Authors: Jatmoko Dwi , Primartadi Aci , Purwanto Joko , Muslim  , Purwantyono Eko 
Published: January 2025

Penelitian ini bertujuan untuk mengetahui motode Pembelajaran Sistem Blok Pada Implementasi Kurikulum Merdeka (IKM) dalam meningkatkan hasil belajar siswa di Sekolah Menengah Kejuruan pada mata pelajaran Pemeliharaan Kelistrikan Kendaraan Ringan (PKKR) siswa kelas XI TKR tahun ajaran 2022/2023 yang menjadi pembeda dan sudah menjadikan contoh untuk sekolah yang lain dengan banyak variasi model saat pembelajaran, sehingga sekolah tersebut menjadi sekolah favorit. Jenis penelitian ini adalah Penelitian Tindakan Kelas (PTK). Sumber penelitian ini adalah Guru dan Siswa pengumpulan data menggunakan wawancara, observasi dan dokumentasi. Teknik analisis data menggunakan reduksi data, penyajian data, dan verifikasi. Berdasarkan hasil penelitian menunjukan peningkatan hasil belajar siswa dari rata-rata persentase 68,14% pada siklus I meningkat menjadi 71,25% pada siklus II dengan kategori baik. Berdasarkan data hasil tes akhir siklus melalui pembelajaran dengan memanfaatkan model Pembelajaran Sistem Blok hasil belajar mengalami peningkatan dari nilai rata-rata 50,42 dengan ketuntasan 19,44% pada pra siklus menjadi rata-rata 74,44 dengan ketuntasan 66,67% pada siklus I dan meningkat lagi menjadi rata-rata 80,42 dengan ketuntasan 86,11% pada siklus II.
Merajut Identitas Budaya: Eksistensi Tembe Nggoli sebagai Warisan Tekstil Tradisional Masyarakat Bima NTB
Authors: Haif Abu , Sumirah  , Summiati  , Hidayatullah Asnawi 
Published: January 2025

Tujuan penelitian ini adalah untuk mendeskripsikan, memaparkan tentang kerajinan tekstil tradisional masyarakat Bima NTB yaitu tembe nggoli, proses pembuatan dan makna corak tembe nggoli, bagaimana pelestarian serta pengembangan kerajian tembe nggoli sebagai warisan budaya. Penelitian ini merupakan penelitian kualitatif, jenis penelitian adalah library research. Metode pengumpulan data yang digunakan adalah studi literatur. Hasil penelitian menunjukan bahwa; 1) tembe nggoli jika dilihat dari sisi sejarah kemunculannya, belum dipastikan kapan dan tahun berapa kemunculan daripada kerajinan tembe nggoli ini. Namun tembe nggoli diperikirakan telah ada sebelum masa kesultanan Bima, hal tersebut dapat dilacak baik pada sumber lisan maupun tulisan khususnya yang terdapat catatan sejarah Bima. 2) proses pembuatan kerajinan tekstil tradisonal ini tentunya butuh beberapa hal yang harus dipersiapkan, alat dan bahan menjadi kebutuhan utama yang disiapakan. Mengetahui proses pembuatan kerajinan ini bukanlah fokus utamanya, sebab fokus utamanya terdapat pada pada corak yang ada dalam kerajinan tembe nggoli. 3) tembe nggoli (sarung nggoli) oleh pemerintah Bima terutama oleh pengrajinnya sejauh ini masih terus dilestarikan sebab ia merupakan salah satu warisan budaya, tidak lepas pula karena banyaknya permintaan oleh masyarakat Bima ketika memperingati hari jadi Bima, serta perayaan hari-hari tertentu, seperti perayaan hari kemerdekaan indonesia serta even-even tertentu yang diadakan di Bima.
Pengaruh Model Pembelajaran Teams Games Tournament (TGT) terhadap Kemampuan Berfikir Kritis Siswa Mata Pelajaran IPA Kelas IV SDN Tirtayasa 1
Authors: Nurkholifah Siti Ifah , Nursehah Uvia , Wijaya Sastra 
Published: January 2025

Penelitian ini bertujuan untuk melihat pengaruh model pembelajaran Teams Games Tournament (TGT) terhadap kemampuan berpikir kritis siswa. Populasi dan sampel penelitian ini ialah siswa kelas IV SDN Tirtayasa 1 dengan jumlah 46 siswa. Metode yang dipakai yaitu metode Quasi Experimental Design, dengan desain penelitian Nonequivalent Control Group Design. Untuk pengumpulan data, instrumen yang dipakai yaitu tes essay, observasi serta dokumentasi. Hasil uji hipotesis memakai teknik Independent sample T-test dengan menggunakan IBM SPSS versi 29. Hasil analisis skor pre-test memperlihatkan skor Sig. (2-tailed) sebesar 0.087, lebih dari tingkat signifikansi α = 0.005. Sehingga H0 diterima dan H1 ditolak. Sementara skor post-test memperlihatkan skor Sig. (2-tailed) sebesar 0.000, kurang dari tingkat signifikansi α = 0.005. Sehingga H0 ditolak dan H1 diterima. Ini mengindikasikan perbedaan yang signifikan dalam rata-rata poin post-test antara kelas eksperimen dan kelas kontrol. Sedangkan untuk skor rata-rata pre-test siswa sebelum menggunakan model pembelajaran TGT di kelas eksperimen, hanya memperoleh rata-rata 30% (kurang kritis), sementara di kelas kontrol mencapai 42% (cukup kritis). Kemudian, rata-rata skor post-test siswa sesudah diberi perlakuan dengan model pembelajaran TGT di kelas eksperimen meningkat menjadi 80% (kritis), sementara di kelas kontrol, yang hanya menggunakan metode ceramah, rata-rata skornya adalah 71% (ktitis). Dapat disimpulkan bahwa terdapat Pengaruh Model Pembelajaran Teams Games Tournament (TGT) terhadap Kemampuan Berpikir Kritis Siswa Mata Pelajaran IPA Kelas IV SDN Tirtayasa 1.
Kemampuan Literasi Matematika Siswa Kelas V pada Model CIRC (Cooperative Integrated Reading And Composition) berbasis Etnomatematika Menara Banten
Authors: Hastuti Silvia , Nursehah Uvia , Wijaya Sastra 
Published: January 2025

Kemampuan siswa terhadap literasi matematika masih tergolong rendah, hal tersebut disebabkan karna kurangnya pengimplementasian guru terhadap model pembelajaran serta media konkret yang bervariatif selama proses belajar berlangsung. Penggunaan model dan media variatif dianggap mampu meningkatkan literasi matematika, salah satu model dan media yang dapat menjadi upaya untuk diimplementasikan yaitu model CIRC berbasis Etnomatematika Menara Banten. Penelitian ini bertujuan untuk mengetahui pengaruh implementasi dari model CIRC (Cooperative Integrated Reading and Composition) berbasis Etnomatematika menara banten terhadap kemampuan literasi matematika. Populasi pada penelitian ini adalah siswa Kelas V SDN tenjoayu 2. Metode penelitian yang digunakan yaitu quasi experiment dengan jenis non equivalent control group design. Teknik pengambilan sampel pada penelitian yaitu purposive sampling dengan sampel masing masing kelompok sebanyak 16 siswa. Instrumen pengumpulan data menggunakan tes berupa essai. Analisis data menggunakan Uji Independent Sample T-test dengan bantuan Statistic SPSS versi 22. dengan hasil sig (2-tailed) sebesar = 0,001 < α (0,05) yang berati H0 ditolak dan H1 diterima. Kesimpulan yang dapat ditarik ialah penggunaan model CIRC (Coopertaive Integrated Reading and Composition) berbasis Etnomatematika Menara Banten memiliki pengaruh, sehingga model dan media ini dapat dijadikan sarana untuk meningkatkan kemampuan literasi matematika pada siswa.
Pengaruh Media Sosial terhadap Motivasi Belajar Siswa Kelas XII Jurusan Teknik Komputer dan Jaringan di SMK Sumber Daya Kota Bekasi
Authors: Nuraifyah Riska , Aryani Rita , Kurniawan Luluh Abdillah 
Published: January 2025

Penelitian ini bertujuan untuk mengetahui pengaruh media sosial terhadap motivasi belajar siswa kelas XII Jurusan Teknik Komputer dan Jaringan di SMK Sumber Daya Kota Bekasi. Metode penelitian yang digunakan metode kuantitatif asosiatif. Teknik pengambilan sampel menggunakan sampel jenuh dengan jumlah sampel 68 siswa kelas XII Jurusan Teknik Komputer dan Jaringan SMK Sumber Daya Kota Bekasi. Data yang digunakan adalah Analisis regresi linier sederhana. Berdasarkan data hasil penelitian yang telah diperoleh, maka peneliti dapat menarik kesimpulan yaitu berdasarkan analisis regresi linier sederhana hasil perhitungan SPSS pengujian hipotesis uji t didapat nilai thitung > ttabel yakni 2,775 > 1.997 dan nilai signifikansi < α = 5 % atau 0,05, maka H0 ditolak dan Ha diterima. Berdasarkan uji signifikansi diperoleh bahwa terdapat pengaruh yang signifikan antara media sosial terhadap motivasi belajar siswa kelas XII Jurusan Teknik Komputer dan Jaringan SMK Sumber Daya Kota Bekasi. Berdasarkan hasil perhitungan SPSS diperoleh R adalah 0,104. Hal itu menunjukan bahwa tingkat pengaruh media sosial terhadap motivasi belajar siswa adalah 10,4%. Sedangkan nilai koefisien determinasi (R2) sebesar 0,323 Hal ini dapat disimpulkan bahwa kontribusi sosial media (X) terhadap motivasi belajar (Y) adalah 10.4% sedangkan sisanya 89.6% di pengaruhi variabel lain yang tidak dijelaskan dalam penelitian ini. Jadi dapat disimpulkan bahwa pengaruh variasi media sosial (X) memiliki pengaruh yang negatif terhadap motivasi belajar (Y). Pengujian lineritas dan signifikasi persamaan regresi ditentukan berdasarkan Coefficients table yang telah di uji melalui program SPSS diketahui bahwa nilai F hitung = 7,699 dengan tingkat signifikansi sebesar 0,007 < 0,05, maka model regresi dapat dipakai untuk memprediksi variabel game online atau dengan kata lain ada pengaruh variabel media sosial (X) terhadap variabel motivasi belajar (Y). Hasil penelitian ini memberikan arti penting untuk pengembangan kebijakan pendidikan, khususnya terkait dengan pengurangnya siswa menggunakan Sosial Media.