bluuebunny/crossref_metadata_2025_split huggingface dataset:
A Comprehensive Survey on Recommender Systems Techniques and Challenges in Big Data Analytics with IoT Applications
Authors: Shinde Anita Vikram , Patil Dipti Durgesh , Tripathi Krishna Kumar 
Published: November 2023

Purpose: Purpose of this research is to carry out survey on Recommendation systems techniques in Big Data Analytics. This article presents designing of recommender systems and evaluates it with help of various performance metrics in IoT applications.

Theoretical framework: With fast development and applications of Internet of Things, large amount of user data is generated and accumulated every day. Growth of media consumption in online social networks is exponential which requires an efficient and effective recommendation system to enhance excellence in experience for users. Recommender systems help users to overcome Information Overload problem by providing them relevant contents.

Method/design/approach: The main aspect of recommender system is how to take complete advantage of this ubiquitous data. Recommender system is mainly used to guess or predict users’ interests and make relevant recommendations. Collaborative filtering is the technique that uses the relationships between users and between items in order to build a prediction. Collaborative filtering algorithms are mainly categorized as model-based methods and memory-based methods. In this article, various methods to build recommender system are described. Similarly, Collaborative filtering uses Pearson cosine, cosine vector, Jaccard similarity to identify same users or items. Recommender system has various applications in domain such as healthcare, transportation, agriculture, e-media etc.

Findings: Evaluation of recommender system with help of metrics such as Precision and Recall is presented. Comparison of experimental results is presented with help of MAE and RMSE. Recommendation system helps to discover relevant insights and can be one of the vital technologies in future IoT solutions.

Research, Practical & social implications: The research makes significant contribution by providing survey of existing recommender systems along with challenges faced while designing effective and accurate recommender. Various similarity measures to find similar users or items are investigated with future pointer direction. Recommender system help in decision making process.

Originality/value: The results and conclusion obtained in this research are helpful in development of novel Recommender systems which definitely assist users to overcome Information Overload issue. It helps user to save network load as well.
Use of complementary medicine vs alternative therapies in Polycystic ovary syndrome
Authors: Chicaiza Quilligana Yadira Nathaly , Jiménez Peralta Ana Lucia 
Published: November 2023

Introduction: Polycystic Ovary Syndrome (PCOS) is a gynecological endocrine pathology characterized by affecting the quality of life of women of reproductive age, due to the variety of signs and symptoms that manifest, there are treatment options such as the use of complementary medicine and alternative therapies. Objective: to determine the use of complementary medicine and alternative therapies in Polycystic Ovary Syndrome. Methods: systematic review with reflexive critical analysis of publications from 2019 to 2020, in English and Spanish. The question was elaborated using the PICO strategy. Keywords extracted in Health Sciences Descriptors (DeCs) were used. The search was performed in Scopus, PubMed, Semantic Scholar and Google Scholar databases. The PRISMA flowchart was used as a search strategy. The bibliographic sources were organized and interpreted by means of documentary analysis and synthesis. Results: the methods used in complementary medicine are acupuncture, auriculotherapy, kinesiology, Chinese medicine enema and electrical stimulation. On the contrary, in alternative therapies are yoga, moxibustion, naturopathy and phytotherapy. In addition, as pharmacological method vitamin D, metformin and iron or folic acid. Conclusions: complementary medicine is the most used as a method of treatment of Polycystic Ovary Syndrome, specifically the most prevalent is acupuncture as it decreases the symptomatology, induces ovulation, allows improving the menstrual cycle, fertility and increases self-esteem in patients
Wood heater smoke and mortality in the Australian Capital Territory: a rapid health impact assessment
Authors: Vardoulakis Sotiris , Johnston Fay H , Goodman Nigel , Morgan Geoffrey G , Robinson Dorothy L 
Published: November 2023

AbstractObjectivesTo estimate the number of deaths and the cost of deaths attributable to wood heater smoke in the Australian Capital Territory.Study designRapid health impact assessment, based on fine particulate matter (PM2.5) data from three outdoor air pollution monitors and published exposure–response functions for natural cause mortality attributed to PM2.5 exposure.SettingAustralian Capital Territory (population, 2021: 454 000), 2016–2018, 2021, and 2022 (2019 and 2020 excluded because of the impact of extreme bushfires on air quality).Main outcome measuresProportion of PM2.5 exposure attributable to wood heaters; numbers of deaths and associated cost of deaths (based on the value of statistical life: $5.3 million) attributable to wood heater smoke.ResultsWood heater emissions contributed an estimated 1.16–1.73 μg/m3 to the annual mean PM2.5 concentration during the three colder years (2017, 2018, 2021), or 17–25% of annual mean exposure, and 0.72 μg/m3 (15%) or 0.89 μg/m3 (13%) during the two milder years (2016, 2022). Using the most conservative exposure–response function, the estimated annual number of deaths attributable to wood heater smoke was 17–26 during the colder three years and 11–15 deaths during the milder two years. Using the least conservative exposure–response function, an estimated 43–63 deaths per year (colder years) and 26–36 deaths per year (milder years) were attributable to wood heater smoke. The estimated annual equivalent cost of deaths was $57–136 million (most conservative exposure–response function) and $140–333 million (least conservative exposure–response function).ConclusionsThe estimated annual number of deaths in the ACT attributable to wood heater PM2.5 pollution is similar to that attributed to the extreme smoke of the 2019–20 Black Summer bushfires. The number of wood heaters should be reduced by banning new installations and phasing out existing units in urban and suburban areas.
SOUTH NIAS LANGUAGE CONJUNCTIONS IN THE VILLAGE HILIZIHӦNӦ FANAYAMA DISTRICT
Authors: Duha Agustinus , Daely Bimerdin 
Published: November 2023

Penelitian ini dilatarbelakangi oleh pelestarian bahasa Nias khususnya bahasa Nias Selatan, yang jugamemiliki kelas kata seperti halnya kelas kata dalam bahasa Indonesia yaitu kelas kata konjungsi. Tujuan penelitian ini, untuk mendeskripsikan (konjungsi koordinatif dan subordinatif) bahasa Nias Selatan di desa HilizihÕnÕ Kecamatan Fanayama. Penelitian ini menggunakan pendekatan kualitatif dengan metode deskriptif. Berdasarkan Hasil penelitian,sapat diuraikan beberapa konjungsi koordinatif dan konjungsi subordinatif dalam bahasa Nias Selatan di desa Hilizihn Kecamatan Fanayama. Konjung koordinatif yang ditemukan sebanyak 9 kata dan konjungsi subordinatif sebanyak 10 kata. Jadi, konjungsi yang terdapat dalam bahasa NiasSelatan di desa Hilizihn Kecamatan Fanayama sebanyak 19 kata. Simpulan, jenis konjungsi yang banyak ditemukan oleh peneliti dalam bahasa Nias Selatan di desa Hilizihn Kecamatan Fanayama ialah konjungsi subordinatif sebanyak 10 kata. Data-data temuan penelitian ini dapat dijadikansebagai pedoman bagi masyarakat dan sebagai pembelajaran di sekolah salah satunya bagi peserta didik SMP. Hal ini, dapat diterapkan dalam materi pembelajaran muatan lokal (mulok) khususnya bahasa Nias. Saran, kepada guru hendaknya menggunakan penelitian inisebagai tambahan dalam pembelajaran yang relefan untuk menambah ilmu pengetahuan siswa tentang konjungsi koordinatif dan konjungsi subordinatif dalam bahasa Nias. Bagi masyarakat, penelitian ini dapat menjadi pedoman untuk mendalami bahasa Nias. Bagi peneliti selanjutnya, sebaiknya menggunakan penelitian ini sebagai bahan referensi untuk penelitian yang relevan.
ANALISIS NILAI-NILAI MORAL DALAM NOVEL SELIMUT MIMPI KARYA R. ADRELAS
Authors: Lase Priska 
Published: November 2023

This research is motivated by means of the moral values in the novel Blanket of dreams via R. Adrelas. The reason of this examine is to describe moral values, specifically honesty, discipline, social care, empathy, admire for others, religiosity, independence, and responsibility inside the novel Rompis by way of R. Adrelas's Mimpi. The method used in this studies is a qualitative method with a descriptive research type. primarily based at the effects of the look at, it changed into observed that the values of honesty are suitable, well mannered, honest in work and movements, the price of area, the value of social care, particularly caring for fellow humans, supporting individuals who are more difficult genuinely with out asking for remuneration, the price of empathy, specifically being capable of placed oneself in a function others, to apprehend and sense what others sense, the value of, namely the cost of respecting others, specifically respecting parents and respecting the honour of a female, the cost of religiosity, namely perfection only belongs to God the creator, but our circumstance as humans should in no way forget the writer (God), and in no way judge fellow humans because simplest God has the right to judge, the cost of independence, and the fee of obligation can be achieved thru the tasks given can be executed properly. based totally on the consequences of the study, it can be concluded that the moral values contained within the novel cover Mimpi by using R. Adrelas are proven from conduct, lifestyles lessons, training that may be learned in accordance with the values that exist in society. it's miles advised to readers, they can increase their knowledge and information of moral values in literary works, specially R. Adrelas's clean Dream novel. For future researchers, it's miles hoped that this research may be used as a reference or reference. The researcher also hopes that destiny researchers can continue deeper research, especially the unconventional Blanket of dreams with the aid of R. Adrelas.
STUDENTS’ DIFFICULTIES IN COMPREHENDING NARRATIVE TEXT AT THE ELEVENTH GRADE OF SMA SWASTA FAJARMAS BAWONAURU
Authors: Zebua Nasimanis , Laiya Rebecca Evelyn , Laia Restu Damai 
Published: November 2023

This research aimed at analysing the difficulties incomprehending narrative text at the eleventh grade of SMA Swasta Fajarmas Bawonauru. This research designed by using qualitative descriptive method. In analyzing the data, the researcher used theory of Miles and Huberman; data reduction, data display, and conclusion drawing/verification. The data source of this study was taken from the Eleventh Grade of SMA Swasta Fajarmas Bawonauru. To get the data, researcher use Documentation and Interview technique. The data of this study are difficulties and factors. To examine the credibility of this study the researcher used triangulation. The results of this study found that there were 5difficulties that is (1) Difficulties understanding the meaning of text that given by teacher in the classroom, (2) Difficulties in understanding new words, (3) Difficulties in understanding the purpose of the text, (4) Difficulties in understand language feature of narrative text, (5) Difficulties in understanding grammar in narrative textand factors were 2 that is (1) Limited vocabulary, (2) Teacher explanationthat occurred at Eleventh Grade of SMA Swasta Fajarmas Bawonauru.
EDUKASI KESELAMATAN MELEWATI PERLINTASAN SEBIDANG KERETA API BAGI PENGEMUDI TRUK MUATAN BERAT ATAU BUS UMUM
Authors: Marsusiadi Edi Nyoto , Priyanto Sapto , Adi Perwira Dimas , Sunardi Sunardi , Churniawan Erifendi 
Published: November 2023

Kereta api konvensional digunakan untuk angkutan massa yang sering bersinggungan dengan jalan raya. Truk muatan berat dan bus sering menciptakan masalah di perlintasan sebidang kereta api karena dimensi dan beban kendaraan. Kejadian kemacetan dan kecelakaan lalu lintas sering terjadi di perlintasan ini, terutama saat kereta api melintas. Pengemudi sering tidak sabar dan tidak memahami perbedaan pengereman antara mobil dan kereta api, yang menyebabkan masalah keselamatan di perlintasan kereta api. Tujuan dari penelitian ini adalah Memberikan pengetahuan dan wawasan kepada pengemudi truk/bus umum ketika melewati perlintasan sebidang kereta api agar mengerti dan memahami rambu-rambu yang ada maupun yang tidak ada di sekitar perlintasan sebidang kereta api. Memberikan pemahaman untuk menumbuhkan kesadaran akan pentingnya keselamatan diri sendiri maupun orang lain dalam berkendara di pintu perlintasan sebidang kereta api. Metode yang digunakan adalah memberikan pemahaman melalui wawancara tentang etika berkendara dan keselamatan di perlintasan sebidang kereta api. Selain itu, ada kerjasama dengan pihak otoritas pengelola terminal/regulator yang terkait. Hasil dari penelitian ini di mana Kondisi selamat dapat diwujudkan dengan berbagai cara, niatkan untuk berperilaku hati-hati untuk tujuan keselamatan, ikuti aturan berlalu lintas di perlintasan sebidang kereta api dengan memperhatikan rambu-rambu yang ada , jika berada di perlintasan sebidang resmi di jaga ataupun tidak dijaga, apalagi pintu perlintasan liar kereta api, tetaplah waspada dan berhati-hati.
Pemikiran Immanuel Kant tentang Kritisisme dan Implementasinya dalam Pendidikan Islam
Authors: Farah Syafirna  , Jihan Faeruzia Haris  , Atika Najwa  , Muhammad Faqih Khamimi  
Published: November 2023

Penelitian ini bertujuan untuk mengetahui tokoh tokoh filsuf dalam dunia pendidikan khususnya pendidikan islam. dalam hal ini kami mendapat tugas menganalisa pemikiran imanuel kant (kritisisme). penelitian ini menggunakan metode penelitian terhadap referensi referensi yang dipilih dengan memperhatikan pendapat tokoh lain terhadap kebijakan atau pemikiran kant. imanuel kant ialah seorang ahli falsafah Jerman yang dianggap sebagai salah satu daripada pemikir Eropah moden yang terpengaruh, serta ahli falsafah terutama yang terakhir dalam Zaman Pencerahan. Beliau lebih mengutamakan tentang kritisisme. yang dapat membuka atau mengubah prinsip dan pemikiran orang lain tentang pendidikan. Menurut kant, semua hal yang terjadi harus terlebih dahulu di teliti dengan menyesuaikan rasio yang ada. Tidak dengan pemikiran filsuf terdahulu yang berpendapat hanya percaya dengan mudah kepada kemampuan rasio tanpa meneliti atau melihat langsung dan mengamati dengan kejadian yang ada. sederhananya seperti ini, imanuel kant mengatakan bahwa apabila kita ingin mempercayai atau menerima suatu hal maka kita harus menyelidiki terlebih dahulu apakah hal tersebut bisa diterima atau tidak.
This research aims to find out the figures of philosophers in the world of education, especially Islamic education. In this case we have the task of analyzing Immanuel Kant's thinking (criticism). This research uses research methods on selected references by taking into account the opinions of other figures regarding Kant's policies or thoughts. Immanuel Kant was a German philosopher who was considered one of the most influenced modern European thinkers, as well as the last philosopher in the Age of Enlightenment. He prioritized criticism. which can open or change other people's principles and thoughts about education. According to Kant, everything that happens must first be scrutinized by adjusting the existing ratios. Not with the thoughts of previous philosophers who argued that they only believed easily in the ability of reason without researching or looking directly and observing existing events. Simply put, Immanuel Kant said that if we want to believe or accept something, we must first investigate whether it can be accepted or not.
Pemberdayaan Masyarakat Melalui Pengolahan Cabai Sundari Menjadi Abon Cabe Sundari Untuk Peningkatan Ekonomi Masyarakat
Authors: Rohmah Nafilatur 
Published: November 2023

The price of an abundant chili harvest is often not comparable to the cheap selling price of chilies. Therefore, the farmers suffer losses. Sundari chilies have advantages more then the others. But it has the similar selling price. Therefore, it is necessary to make efforts to increase the selling price of chilies to improve the economic of Lembor's community. The empowerment through processing Sundari chili into sundari chili floss is expected to be a stimulus for the community to be more creative and innovative in processing agricultural products. This community service is carried out using the PAR method with 9 PAR tools. The results of this community service are: 1. Participants have skills in processing Sundari chili into shredded sundari chili; 2. Participants get skill of attractive product packaging.They will also know the procedures for processing industrial licence from the Lamongan district cooperative office; 3. Participant also can know the skill for marketing techniques via online and offline. Then, they also can share their experiences from micro-entrepreneurs to attract participant motivation.
PROYEKSI TREN SUHU UDARA DI JAWA TIMUR BERDASARKAN SKENARIO RCP 4.5
Authors: Prayoga Tegar , Arifianto Fendy , Arno Giarno 
Published: November 2023

Changes in the pattern and intensity of climate parameters, including air temperature, can be used to detect climate changes. It is very important to study air temperature trends related to climate change in East Java because this region is one of the provinces that contributes the largest rice production in Indonesia. Food security is negatively impacted by climate change. The research aims to determine changes temperature trend in detail on a regional scale. Climate change detection is carried out by analyzing the air temperature index issued by the Expert Team on Climate Change Detection and Indices (ETCCDI). Apart from looking at current conditions, this study examines projected future temperature trends using the RCP 4.5 scenario. RCP 4.5 is the scenario that most closely describes current climate conditions. Based on the research results, MPI-ESM-LR is the model that has the best accuracy compared to other methods. The air temperature index for the baseline period (1991-2020) shows an increasing trend of several significant intensity indices (p<0.05) at the maximum and minimum temperatures, which causes the air temperature during the day and at night to increase. The frequency index (TN10p TN90p, TX10p, and TX90p) shows a warming trend and several regions experience a significant upward trend. The projection period (2021-2050) shows an increasing trend in most of East Java and several indices such as TNn, TXn and TX90p show an increasing trend of warming which is higher than the baseline period.
Konsep Kesetaraan Gender Perspektif M. Quraish Shihab Dan Nasaruddin Umar
Authors: Hadi Shofyan , Muid N Abd. , Nurbaiti Nurbaiti 
Published: November 2023

Gender merupakan status sosial yang terbentuk atas dasar konstruksi di masyarakat, perspektif gender lahir dari pola budaya yang berkembang dan berulang mengikuti standar moral masyarakat yang heterogen. Gender menjadi satu pembahasan yang sangat sensitif ketika banyak dari kalangan perempuan yang menyuarakan kesetaraan dan persamaan status pada khalayak publik.
Pada penelitian kali ini peneliti memakai kualitatif yaitu penelitian yang bersifat deskriptif dan lebih menggunakan analisis pada narasi. Jenisnya menggunakan deskriptif dan menggunakan metode tafsir Al-Qur’an yang jenisnya maudhu’i dimana metode penafsiran ini membahas ayat-ayat Al-Qur’an yang disesuaikan dengan tema dan judul yang telah ditetapkan atau dengan kata lain metode maudhu’i juga disebut sebagai metode penafsiran secara tematik. Metode maudhu’i y ini akan membahas secara mendalam asbab al-nuzul dari berbagai aspek yang kemudian juga didukung dengan dalil dan fakta yang dapat dipertanggungjawabkan secara ilmiah baik argumen yang berasal dari Al-Qur’an dan Hadis. Pada hasil penelitian ini menunjukkan bahwa penafsiran M. Quraish Shihab dan Nasaruddin Umar tentang kesetaraan gender dengan tema penciptaan dan kepemimpinan perempuan memiliki kesamaan pendapat bahwa di dalam ?Al-Quran tidak ada ayat-ayat yang bias gender, bahkan Islam sangat ?memuliakan perempuan.?
Pengaruh Return On Equity (ROE), Current Ratio (CR), Ukuran Perusahaan dan Debt to Equity Ratio (DER) terhadap Price to book value (PBV)
Authors: A Adhiguna 
Published: November 2023

Tujuan dari penelitian ini yaitu untuk mengetahui pengaruh profitabilitas yang diukur dengan Return On Equity (ROE), Current Ratio (CR), ukuran perusahaan dan Debt to Equity Ratio (DER) terhadap Price to book value (PBV). Penelitian dilakukan di perusahaan Makanan dan Minuman yang terdaftar di Bursa Efek Indonesia periode 2015-2021. Dengan sampel sebanyak 20 perusahaan makanan dan minuman. Jenis penelitian ini adalah kuantitatif deskriptif dengan menggunakan analisis regresi berganda sebaggai metode analisis data. Hasil dari penelitian ini menyatakan bahwa tidak adanya pengaruh Return On Equity (ROE) terhadap Price to book value (PBV), terdapat pengaruh Current Ratio (CR) negative signifikan terhadap Price to book value (PBV), terdapat pengaruh ukuran perusahaan negative signifikan terhadap Price to book value (PBV), terdapat pengaruh Debt to Equity Ratio (DER) negative signifikan terhadap Price to book value (PBV) sub sektor makanan dan minuman yang terdaftar di BEI periode 2015-2021. Secara keseluruhan, penelitian ini memberikan wawasan mengenai faktor-faktor yang mempengaruhi nilai perusahaan pada subsektor makanan dan minuman. Meskipun ROE tidak berpengaruh signifikan, likuiditas, ukuran perusahaan, dan DER memiliki pengaruh signifikan negatif terhadap PBV. Faktor-faktor eksternal, seperti pertumbuhan industri dan peran pemerintah, juga turut berkontribusi pada kinerja perusahaan di sektor ini.
Penerapan Prinsip Green Economy Dalam Pengembangan Desa Wisata Pasir Putih di Kabupaten Lembata
Authors: Saputri Toebajoe Ramayana , Wilhelmina Ballo Fransina , Theresia Kiak Novi 
Published: November 2023

Penelitian ini bertujuan untuk menjelaskan penerapan prinsip green economy dalam pengembangan desa wisata Pasir Putih di Kabupaten Lembata. Penelitian ini menggunakan pendekatan deskriptif kualitatif. Pengumpulan data yang digunakan adalah wawancara, observasi dan dokumentasi. Hasil penelitian menunjukkan bahwa penerapan prinsip green economy dalam pengembangan desa wisata Pasir Putih di Kabupaten Lembata belum sepenuhnya diterapkan. Prinsip green economy yang belum sepenuhnya diterapkan adalah prinsip sampah adalah makanan, prinsip skala tepat guna atau skala keterkaitan, prinsip kemampuan diri organisasi diri dan rancangan diri serta prinsip kreativitas dan pengembangan masyarakat. Faktor penghambat penerapan prinsip green economy dalam pengembangan desa wisata Pasir Putih di Kabupaten Lembata yaitu ketersediaan air bersih yang terbatas, masyarakat yang masih awan atau belum mengerti dengan baik apa itu desa wisata dan konsep green economy, serta keterbatasan dana dalam pengembangan desa wisata. Adapun Pihak-pihak yang terlibat dalam pengembangan desa wisata yaitu masyarakat pengelola desa wisata, Dinas Pariwisata dan Ekonomi Kreatif Kabupaten Lembata, pemerintah desa, dan pokdarwis ata nale. Manfaat yang didapatkan dari adanya desa wisata yaitu menambah penghasilan, memberikan lapangan pekerjaan, memberikan pendapatan bagi masyarakat dan pemerintah desa serta kelestarian lingkungan desa wisata terjaga dengan baik.