bluuebunny/crossref_metadata_2025_split huggingface dataset:
Analisis Sentimen Wisatawan terhadap Taman Nasional Bunaken dan Top 10 Hotel Rekomendasi Tripadvisor Menggunakan Algoritma SVM dan DT berbasis CRISP-DM
Authors: Singgalen Yerik Afrianto 
Published: October 2023

It is necessary to analyze traveler sentiment towards Bunaken National Park and Tripadvisor's Top 10 Recommended Hotels to identify traveler satisfaction with the attractions, accommodation services, and transportation used. Considering this, this study uses the Cross-Industry Standard Process for Data Mining (CRISP-DM) framework by testing the performance of the Decision Tree (DT) algorithm and the Support Vector Machine (SVM). CRISP-DM has six stages: business understanding, data understanding, data preparation, modeling, evaluation, and deployment. Based on the processing of 398 Bunaken National Park destination data and 1793 review data on the top 10 hotels recommended by Tripadvisor, the SVM algorithm performed better. In the context of Bunaken National Park destination data, the performance of the SVM algorithm using the SMOTE operator can produce 100% accuracy, precision, recall, f-measure, AUC, and t-Test values. In addition, in processing the top 10 hotel datasets recommended by Tripadvisor, the SVM algorithm using the SMOTE operator provides an accuracy value of 96.42%, a precision value of 100%, a recall value of 92.83%, an f-measure value of 96.27%, an AUC value of 100%, and a t-Test value of 96.4%. The results of identifying the five words that most often appear in tourist reviews for Bunaken Marine Park tourist destinations are 164 words fish, 165 words island, 193-word dive, 230 diving, and 280 words Bunaken. This indicates the driving factor for tourist visits to Bunaken Marine Park is the beauty of underwater nature, including the diversity of marine animal species, the natural beauty of the archipelago, and diving activities. In addition, the results of identifying the five words that most often appear in traveler reviews for Tripadvisor's top 10 recommended hotels are 1170 great words, 1222 bunaken words, 1550 resort words, 1613 diving words, and 1711 dive words. This indicates that the characteristics of tourists who have the motive of traveling to Bunaken National Tourism Park have the intention to use resort accommodations around Bunaken and have mobility and facilities to support diving activities. Thus, the output of this study can be used as a recommendation for accommodation service managers to prepare supporting facilities for tourists who want to visit Bunaken National Park.
Data Mining Penerapan Asosiasi Apriori Dalam Penentuan Pola Penjualan
Authors: Saputra Firdo Andri , Iskandar Agus 
Published: October 2023

Penjualan merupakan hal yang tak terpisahkan dari kehidupan sehari-hari, di mana setiap orang secara rutin melakukan transaksi jual beli yang berdampak besar bagi pertumbuhan ekonomi. Bagi para pebisnis yang bergerak di bidang penjualan, seperti pemilik coffee shop, strategi untuk meningkatkan jumlah penjualan dan laba menjadi hal krusial. Dengan aktivitas transaksi harian yang terus meningkat, data penjualan tersebut bukan sekadar arsip biasa, melainkan memiliki potensi untuk diolah menjadi informasi berharga guna meningkatkan penjualan. Namun, seringkali terjadi masalah ketika stok item yang diinginkan oleh konsumen tidak tersedia atau habis karena kurangnya pengelolaan stok yang baik oleh karyawan coffee shop. Akibatnya, data transaksi penjualan yang ada hanya terabaikan dan tidak dimanfaatkan secara optimal, menyebabkan kerugian karena persediaan menu tidak terkontrol dengan baik. Sebaliknya, data transaksi sebelumnya dapat digunakan untuk mengidentifikasi pola pembelian pelanggan, sehingga dapat diambil kesimpulan bahwa jika pelanggan membeli menu A, kemungkinan besar akan membeli menu B juga. Untuk mengatasi permasalahan tersebut, solusi yang dapat diterapkan adalah memanfaatkan data transaksi penjualan yang telah terkumpul. Data ini mengandung informasi berharga yang bisa digunakan untuk pengambilan keputusan dan memperoleh pengetahuan baru tentang pola penjualan di coffee shop, sehingga pengelolaan persediaan menu dapat lebih terstruktur dan jumlah persediaan menu yang tidak diminati dapat dikurangi. Untuk mencapai persediaan yang ideal, peneliti menggunakan metode Data Mining, khususnya metode Assosiasi dengan Apriori. Namun, pencarian support hanya dilakukan hingga 3 set item tanpa ditemukan kombinasi yang memenuhi batas minimum support, sehingga proses tersebut dihentikan. Untuk melanjutkan pencarian nilai confidence, digunakan gabungan 2 set item (L2) yang memenuhi syarat untuk membentuk asosiasi. Hasil analisis dengan metode ini menghasilkan tiga aturan asosiasi yang berharga untuk meningkatkan penjualan, yaitu "Jika membeli cappuccino maka akan membeli donat" dengan confidence 0,65, "Jika membeli donat maka akan membeli cappuccino" dengan confidence 0,93, dan "Jika membeli muffin maka akan membeli cappuccino" dengan confidence 0,83.
Analisis Semiotik terhadap Kebebasan Berpendapat di Film Aum!
Authors: Achmad Rivenskly Fahreza , Kusuma Ade 
Published: October 2023

Movies depict the reality in which they are made. Movies can be used as a medium of communication from the filmmaker to convey messages in the form of ideas, thoughts or concerns about a particular matter. Director Bambang Kuntara Murti's from film call “Aum!” tells the story of the challenges experienced by independent filmmakers who went through the film production process during the “Orde Baru” era. This research uses a qualitative approach with the semiotic method of Roland Barthes, aiming to see how nationalism and freedom of speech during the early reformation period in the movie entitled “Aum!”. The results of this study show the efforts of the characters in the film, which is how activists tried to convey criticism of the new order government through a work of a film. The films they made were a form of the struggle of young people at that time to convey their voices and criticize the policies of the authorities. Movies became a medium to convey resistance to oppressive rulers. This movie with drama and action genres also educates the public that how to show the value of nationalism can be in any way according to their respective creativity.
Keywords: films, Freedom of Speech, Nationalism, Semiotic
Komunikasi Bahasa Indonesia sebagai Pemersatu Bangsa
Authors: Efendi Erwan , Akbar Rizky Akbar , Sahlaya Muhammad Rishan , Tadjuddin Asri 
Published: October 2023

Humans are social beings who interact with each other. The form of this interaction can be reflected in the form of communication. Communication is used to convey certain intentions from one person to another through language, be it verbal, written or sign language. Without language, it will be difficult for us to convey our intentions or goals to others and to establish relationships in everyday life. This study uses a qualitative method, namely where reference sources are obtained from literature studies originating from articles, journals, opinions of experts and researchers who first examine Indonesian language communication which is used as a unifying nation.
Keywords: Communication, Indonesian and Unifying Language.
Diskriminasi Perempuan Dalam Media Baru (Analisis Semiotika Roland Barthes pada Tayangan Eksperimen Sosial Channel Youtube Zavilda TV)
Authors: Muriawan Nie Gusti Madia 
Published: October 2023

Zavilda TV is a YouTube channel created by a veiled Muslim woman from Surabaya named Vilda Rosandi, but commonly known as Zavilda. Zavilda's youtube has 211 thousand subscribers with a total of 179 contents that have been uploaded since April 2021. The content produced by Zavilda is social experiment content related to hijab. Researchers used primary data in the form of three videos on Zavilda TV's youtube channel. This research uses a descriptive qualitative approach with Roland Barthes semiotic analysis to reveal meanings (denotative, connotative, myth). The three women in the social experiment show on the Zavilda TV Youtube channel are the targets and objects of social experiments who experience acts of discrimination both directly and digitally by Zavilda, because these women receive psychological intimidation, digital objectification, and coercion / pressure to agree to wear the hijab. The targeted women are also not treated as humans who are in full control of their autonomy, as they are used as Zavilda TV's main commodity solely for profit. This can be seen from the selection of titles, thumbnails, and video content that focuses on women's bodies and uses sensual words. This is an act of discrimination against women because it violates their right to freedom of expression and religion and violates their right to privacy and autonomy. Therefore, the researcher has concluded that discrimination of women in new media is still a problem because it is not only done by the opposite sex, but discrimination can also be obtained from fellow women.
Emotional Attraction on Grabmart Ads “Kasih Selalu Sampai Karena Kasih Sayang Gak Pake Ditunda”
Authors: Fitri Norhabiba  , Tatak Setiadi  , Anam Miftakhul Huda  , Danang Tandyonomanu  , Tsuroyya  , Ade Firmannadya  
Published: October 2023

Advertising is one of the important initiatives in introducing, providing information, selling and building a brand of a product and service. Good advertising can benefit the advertiser/entrepreneur. In the digital age nowadays there are a variety of advertising media that can be found.
The method used is qualitative descriptive. This method aims to describe the data obtained by observing the phenomena directly. The object of the research is a grabmart advertisement of an irretrievable love edition that can be accessed on youtube. This research focuses on messages contained in pieces or ad scenes using an emotional approach. In those ads the scenes are shown not far from the family's day-to-day life. Love for your children, for yourself, and also for your loved ones, the excitement of friends can't be delayed either.
Marketers or communicators can use emotional appeals in creating creative designs on their ads, especially to show how the characters in those ads get the emotional result or benefit from the brand of goods or services they offer.
Influence of Stakeholder's Engagement on Implementation of Drug and Alcohol Abuse Policy: A Case Study of Langas Estate Uasin Gishu County
Authors: Tatua Philip Gicheha , Abuga Isaac Mokono 
Published: October 2023

Purpose: The purpose of the research study was to ascertain how the involvement of stakeholders affects the decline in substance abuse in Langas Estate. Specifically, the study was anchored on the following objectives; Public awareness, Capacity building and Policy implementation.
Methodology: The researcher adopted a simple random sampling approach who were to help present primary data. Primary data was gathered using surveys with closed ended questions, with focus being on Langas Estate, comprising youth and adults. Google forms were used as the primary data collection tool, with respondents receiving a link to the form, filling and submitting the completed forms. Microsoft Excel was used to code, tabulate, and analyze correctly completed surveys forms. To get a representative sample, a 5% margin of error and 90% confidence level and a 30% proportion was used. The calculated sample size was 229 respondents. Descriptive statistics included means, standard deviation, frequency and percentages. Data was presented in form of tables and graphs. Correlation and regression analysis were used to explore the strength between the independent and dependent variables.
Findings: The findings showed limited awareness of drug policies and education efforts based on low mean scores, reflecting gaps in the Belief System Model. Respondents disagreed that capacity building by entities like Nyumba Kumi is adequate, aligning with Family Systems Theory. Sentiment indicated ineffective policy implementation, tying to Problem Behavior Theory. The analysis reveals deficits in awareness, capacity building and policy implementation that likely perpetuate drug abuse, validating the study's theoretical framework. The study recommends stakeholders strengthen awareness campaigns, increase community empowerment programs, improve policy enforcement and funding support.
Unique contribution to theory, practice and policy: The study identifies the gaps that lie between policy implementation, drugs and substance abuse awareness campaign. It shows that the stakeholders are not doing enough to help curb the menace. There are still gaps to be filled especially in awareness campaign, capacity building and policy implementation. It this calls for the full engagement of national government, county government, chief, Nyumba Kumi initiative and NACADA to play their roles effectively in enforcement of the stated policies.
Unlocking the Healing Power of Art: An Online Collaborative Canvas to Promote the Importance of Art & Community in Mental Well-Being
Authors: Gumulya Shareen , Harditya Arya 
Published: October 2023

Declining mental health as well as mental disorders like severe depression and anxiety continues to be the main risk factor of suicide all around the world, including Indonesia. Depression in Indonesia is prevalent in young adults, with 6% of them suffering from moderate depression. This moderate depression, if not dealt with correctly, will lead to further disorders and even taking of one’s own life. Unfortunately, mental health care in the country is not as accessible as compared to other more developed countries.
Complementary treatments such as making art, or art therapy, is an alternative that has been used to address the patient’s health requirements. Throughout the years, the use of art therapy has gradually increased and bore positive outcomes mainly among those suffering from depression disorders and anxiety. Therefore, this project explores effective approaches and practices of art therapy and combines it with new media technology, transforming a simple work of art into an interactive installation that also serves to promote the use of art in improving mental health.
Keywords: Art Therapy, Depression, Interactive, Mental Health
CHIEF EXECUTIVE OFFICER (CEO) ATTRIBUTES AND TAX AVOIDANCE INSIGHT FROM LISTED NON-FINANCIAL FIRMS IN NIGERIA
Authors: Faith Ogagaoghene, OBAROLO  , Associate Professor (Mrs.) Mary JOSIAH  , Associate Prof. Omimi Ejoor ATU  
Published: October 2023

The study mainly examined the effect of chief executive officers’ attribute on tax avoidance of listed non-financial firms in Nigeria. To achieve this objective, this study specifically tests the hypothesis that chief executive officers’ attributes in the context of chief executive officers’ tenure, chief executive officers’ ownership, chief executive officers’ gender and chief executive officers’ nationality significantly affects tax avoidance over a 10year time frame (2012 – 2021) for non-financial listed firms in Nigeria. This study is anchored on the Upper Echelon Theory noting that the key concept of the upper echelon theory is that the company reflects its chief executive officer. Robust regression analysis technique was employed to test the formulated hypotheses after fulfilling the necessary conditions for obtaining non-spurious regression estimates. Specifically, the result reveals mixed evidence suggesting that the effect of chief executive officers’ attribute on tax avoidance depends on the observed or unobserved traits. Particularly, the result suggests that higher ownership rights owned by the chief executive officer reduces the level of tax avoidance of listed non-finance firms in Nigeria. Therefore, this study recommends among others that to optimize the non-debt tax saving strategy, management must develop a culture within the organization that values responsible tax planning and encourages chief executive officers’ to actively consider the non-debt tax shield as a strategic tool. Further, management team should promote transparency and open communication about tax strategies, ensuring that tax planning is integrated into overall business decision-making processes.
Keywords: Chief Executive Officer Attribute, Tax Avoidance, Robust Regression, Upper Echelon Theory.
Türk Heykel Sanatı Tarihini İstanbul Resim Ve Heykel Müzesinden Okumak
Authors: ÖZŞEN Derya 
Published: October 2023

İstanbul Resim ve Heykel Müzesi(İRHM), Atatürk’ün talimatıyla Dolmabahçe Veliaht Dairesi’nde 1937 tarihinde açıldı. Ülkemizdeki ilk plastik sanatlar müzesi olma özelliğini taşıyan İRHM’nin oluşum süreci ise bu tarihten önce başlar. Osmanlı döneminde 1882’de kurulan Sanayi Nefise Mektebinin kurulduğu yıllar bu oluşum sürecinin başlangıcıdır. Müzenin gerekliliği o zamandan hissedilmiş bunun için çeşitli girişimler başlatılmıştır. Müze koleksiyonu’nu oluşturmak için Batılı resim sanatının büyük ustalarına ait eserlerin satın alınması ve Müze-i Hümayun’da sergilenmesi için bir müze bütçesi oluşturulur. Fakat bu çaba dönemin şartları nedeniyle istenilen şekilde yapılamaz. Büyük ustaların yapıtlarını alacak yeterli para sağlanamayınca bu yapıtların kopyalar yaptırılır. Türk ressamlardan da eser alınır. Böylece “Elvah-ı Nakşiye” koleksiyonu oluşturulur. Osman Hamdi’nin bu hayali ondan sonra görevi devrelan kardeşi Halil Edhem gerçekleştirir. Edhem Bey’in çabaları sonucu 1917’de “Âsâr-ı Nakşîye Müzesi” kurulur. Halil Edhem'in önayak olduğu bütün bu girişimler, 1937'de açılacak olan İstanbul Resim ve Heykel Müzesi'nin ön aşamalarını oluşturmuştur.

1937 yılında müze, Elvah-ı Nakşiye Kolleksiyonu, Dolmabahçe Sarayı, Topkapı Sarayı Müzesi ve 50 yıllık Türk Resmi Sergisinden seçilen resimler, bakanlıklar ve diyer devlet dairelerinden toplanan üç yüze yakın eserden oluşmaktadır. Sonraki yıllarda müze yapılan sergiler ve yarışmalardan başarılı bulunan sanat yapıtları satın alma yöntemiyle koleksiyona dahil edilmiştir.
Bu makale, 1883 ve 1960’li yıllar arasını kapsayan, İRHM’sinin heykel koleksiyonu ve bu koleksiyonun oluşum serüceni heykel sanat tarihi açısından ele almaktadır. Bu amaçla Türk heykelinin gelişim sürecini etkileyen faktörler müze koleksiyonunda yer alan yapıtlar üzerinden araştırılmış ve müzenin türk heykel sanatı için önemi ortaya konulmuştur. Heykel Sanatımız açısından önemli bir belleğe sahip İRHM’si heykel sanatının öğretildiği bir çok eğitim kurumuna sergilediği heykel koleksiyonu ile plastic anlatım biçimine dair geçmişten günümüze görsel bir tecrübenin aktarım ve paylaşım alanı olmuştur.
TRANFORMASI TATA KELOLA PEMERINTAHAN DESA PANCANA MELALUI EVALUASI MUTU PELAYANAN DEMI TERCAPAINYA DESA SWASEMBADA
Authors: S Fatmawada , Haerana Haerana , Laha M. Saleh , Darlin Darlin 
Published: October 2023

Pemerintah harus memenuhi kebutuhan dasar dan hak masyarakat sipil melalui upaya penyelenggaraan pelayanan publik berkualitas. Upaya melalui evaluasi mutu pelayanan merupakan salah satu langkah yang tepat untuk meninjau keberhasilan setiap wilayah dalam penyelenggaraan pelayanan publik sesuai aturan yang berlaku khususnya disub unit kecil seperti desa. Tujuan dilakukannya penelitian ini ialah untuk mengukur keberhasilan pelayanan Desa Pancana menggunakan tolak ukur Permendagri No.7 tahun 2017 demi terwujudnya desa swasembada. Penelitian ini menggunakan metode kualitatif deskriptif. Teknik pengumpulan data yang digunakan penulis dalam penelitian ini yaitu studi kepustakaan, studi lapangan yang terdiri dari observasi dan wawancara serta studi dokumentasi. Analisis data menggunakan teknik deksriptif analisis yakni menganalisis lebih dalam mengenai evaluasi mutu pelayanan di desa Pancana melalui satu indikator khusus yaitu Permendgari No.2 Tahun 2017. Berdasarkan hasil penelitian bahwa 1) penerapan Standar Pelayanan Minimal Desa sesuai Permendagri No.2 Tahun 2017 sudah berjalan dengan maksimal, setiap indikator SPM telah terpenuhi 2) Desa Pancana telah dapat dikategorikan sebagai desa swasembada di Kabupaten Barru dari sekitar 40 desa, tidak hanya itu upaya aparat pemerintah desa menggiring desa Pancana sebagai Desa swasembada diwujudkan dengan menjadikan desa Pancana sebagai desa wisata.
Homiletika Fenomenologis: Pewartaan Firman Tuhan Dalam Keseharian Umat
Authors: Adipati Yustus 
Published: October 2023

Pewartaan Firman Tuhan melalui keseharian umat merupakan ranah dari kegiatan teologi praktis. Dalam ilmu homiletika, bahwa keberadaan teks-teks kitab suci, selalu membutuhkan kesadaran teologis melalui dialog dengan pengalaman hidup. Melalui pendekatan fenomenologis ini, bahwa dalam pewartaan Firman Tuhan lebih dekat dengan pengalaman keseharian hidup umat. Masalah yang muncul dalam artikel ini adalah bagaimana memperlakukan homili yang mampu menjaga nilai-nilai utama teks-teks kitab suci yang memuat pengalaman pribadi bersama Tuhan di keseharian umat, dan bagaimana pewartaan Firman dengan prinsip-prinsip dan nilai-nilai utama bagi keseharian umat. Pendekatan Homiletika Fenomenologis tentu dapat menjadikan pewartaan Firman Tuhan ini nyata di tengah-tengah realita hidup umat, sebagai intervensi Tuhan, dan kesatuan iman, serta tanggungjawab dengan evangelisasi baru. Metode penulisan dalam artikel ini adalah melalui kajian pustaka. Penulis berkeyakinan bahwa homiletika fenomenologis dapat menjadi pintu gerbang homili, di tengah minimnya pengetahuan teologi praktis bagi pengkhotbah tentang adanya realita kaum awam di tengah tuntutan panggilan dan identitas kekristenannya. Salah satu cara yang dapat dilakukan ialah melalui pendekatan ‘Homiletika Fenomenologis’ ini.
ELABORAÇÃO DE UMA FICHA DE AVALIAÇÃO NUTRICIONAL INDIVIDUAL SEGUNDO A SISTEMATIZAÇÃO DO CUIDADO EM NUTRIÇÃO PARA UM CENTRO DE ATENÇÃO PSICOSSOCIAL (CAPS) TIPO I, EM TEOTÔNIO VILELA – ALAGOAS
Authors: Sobrinho Rosiene Maria dos Santos , Da Silva Sônia Almeida , Silva Keyla dos Santos , Pinheiro Ariane Gleyse Azevedo 
Published: October 2023

O presente trabalho discorre a cerca de um relato de experiência sobre a elaboração de uma Ficha de Avaliação Nutricional Individual, por estagiários de um curso de Nutrição, para ser empregada como ferramenta de avaliação e acompanhamento de pacientes de um Centro de Atenção Psicossocial tipo I na cidade de Teotônio Vilela em Alagoas. Objetivo: Elaborar uma ferramenta que pudesse padronizar e auxiliar na rotina diária do Nutricionista na unidade em questão. Métodos: Para a coleta de dados foi empregado um questionário online personalizado, aplicado com o profissional nutricionista da referida unidade para traçar o perfil epidemiológico e feito levantamento de artigos científicos publicados em bases de dados online e manuais técnicos. Foram incluídos ao todo 12 estudos acerca do tema no período de 15 anos com exceção da Lei do exercício profissional de Nutrição que data de 1991. Resultados: Não houve tempo hábil, durante o período de estágio, para a implementação da Ficha e mensurar seus resultados a médio e longo prazo, porém, o material foi incluído no serviço como ferramenta privativa do Nutricionista. Conclusão: Foi possível desenvolver a ferramenta de cuidado individualizado, para o uso exclusivo do profissional nutricionista, contendo informações essenciais para sistematizar e facilitar as condutas em nutrição dentro da unidade em questão.