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Optimizing Agricultural Land Fertility through Nutrient Content and pH Analysis Tamam, Moh. Badri; Anwari; Rofiuddin; Supriatin
Intelmatics Vol. 5 No. 2 (2025): July-December
Publisher : Penerbitan Universitas Trisakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25105/v5i2.24051

Abstract

This research addresses the challenge of declining soil fertility in Pamekasan, East Java, by proposing a machine learning approach to improve the accuracy of soil fertility classification and provide data-driven recommendations. Conventional methods like linear regression and expert systems are limited in capturing the complexity of soil variables, leading to less accurate results. Therefore, this study compares the performance of two machine learning algorithms, Random Forest and XGBoost, in classifying soil fertility levels based on nutrient content (N, P, K, and micronutrients) and soil pH. The dataset, consisting of 880 soil samples from Pamekasan, revealed an imbalance, with the high-fertility class accounting for only 39 samples. After data preprocessing, both models were evaluated. The Random Forest model achieved an overall accuracy of 90.34%, slightly outperforming XGBoost, which reached 88.64%. Random Forest demonstrated superior performance in detecting low-fertility land (recall 0.97) and medium-fertility land (precision 0.93, recall 0.88). For the high-fertility minority class, Random Forest showed better recall (0.60) than XGBoost (0.40), while maintaining perfect precision (1.00). The study concludes that Random Forest is the optimal model for classifying soil fertility in Pamekasan. These findings provide a basis for more precise, efficient, and sustainable fertilization recommendations, which are expected to help farmers optimize productivity and support the sustainability of the local agricultural ecosystem by reducing excessive fertilizer use.
PERILAKU BERMEDIA SOSIAL PADA SANTRI MAHASISWA PONDOK PESANTREN AL-ISTIQOMAH CUKIR DIWEK JOMBANG JAWA TIMUR Sholikah, Lathifatul; Anwari
Spektra Komunika : Jurnal Komunikasi & Dakwah Vol 2 No 1 (2023): SPEKTRA KOMUNIKA : Jurnal Komunikasi & Dakwah
Publisher : Universitas Hasyim Asy'ari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/.v2i1.3731

Abstract

Pondok Pesantren Al-Istiqomah Cukir, Diwek, Jombang memiliki kebijakan memperbolehkan santri menggunakan gadget atau media sosial. Penelitian ini bertujuan untuk mengetahui pengaruh media sosial terhadap perilaku santri, menjelaskan mengenai apa saja pengaruh media sosial bagi santri di masa perkembangannya kemudian untuk mengetahui apa saja pengaruh terhadap perilaku santri yang disebabkan oleh media sosial saat ini. Penelitian ini menganalisis mengenai perubahan perilaku santri yang menggunakan media sosial dan pengaruh penggunaan media sosial bagi santri mahasiswa Pondok Pesantren Al-Istiqomah. Penelitian ini menggunakan metode kualitatif dengan pendekatan deskriptif. Dari hasil penelitian ini menunjukkan bahwa ada perubahan perilaku pada santri Pondok Pesantren Al-Istiqomah yang menggunakan media sosial. Perubahan yang terjadi dapat dilihat dari tata krama/etika, kecanduan media, dan kurang interaksi dengan santri lingkungan sekitarnya. Penggunaan media sosial memberikan dampak positif dan negatif bagi santri. Dampak positifnya antara lain memberikan wawasan yang luas kepada santri, untuk menambah relasi dan informasi. Sedangkan, dampak buruk penggunaan media sosial bagi santri yaitu mengurangi minat belajar, malas mengikuti kegiatan dan penyalahgunaan media sosial untuk hal-hal yang merugikan.
WACANA BERITA KEKERASAN SANTRI PONDOK PESANTREN GONTOR DI REPUBLIKA ONLINE Ridha, Nisrina Salsabila; Anwari
Spektra Komunika : Jurnal Komunikasi & Dakwah Vol 2 No 2 (2023): SPEKTRA KOMUNIKA : Jurnal Komunikasi & Dakwah
Publisher : Universitas Hasyim Asy'ari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/.v2i2.4720

Abstract

In every online media platform, there exists a diverse range of ideologies and perspectives that influence the production of news content. Republika Online adheres to its own distinct ideology in the dissemination of information to the publik. Ideology can be discerned by analyzing the textual structure and discourse employed by each media platform. In the year 2022, a significant number of acts of violence occurred within the realm of education. Among these incidents was a case of violence against students at Gontor Islamic Boarding School, located in Ponorogo, East Java. Acts of violence can have adverse effects on both physical and mental health. In the case of the violence that occurred at Gontor Islamic Boarding School, it tragically resulted in the fatality of one of the students, highlighting the severe consequences of such incidents. This thesis focuses on two research questions: Firstly, how does Republika Online, as an online media platform, employ textual structure in presenting news regarding the violence against students at Gontor Islamic Boarding School, specifically in the edition from 06 to 08 September 2022. Furthermore, this study aims to investigate the discourse employed by Republika Online, an online media platform, in presenting news regarding the violence against students at Gontor Islamic Boarding School in the edition from 06 to 08 September 2022. In order to address these two issues, the researcher employed a qualitative (non-participant) approach. In this research, the researcher utilized Teun A. Van Dijk's discourse analysis method to analyze the "Violence against students at Gontor Islamic Boarding School, edition from 06 to 08 September 2022." In this study, it can be concluded that the textual structure utilized by Republika Online exhibits a tendency to explicitly marginalize the perpetrators and Gontor Islamic Boarding School.
ANALISIS FRAMING PEMBERITAAN ISU PENCABULAN SANTRIWATI DI SERANG BANTEN PADA KOMPAS.COM DAN TRIBUNBANTEN.COM Haryanti, Nanda Kumala; Anwari
Spektra Komunika : Jurnal Komunikasi & Dakwah Vol 2 No 2 (2023): SPEKTRA KOMUNIKA : Jurnal Komunikasi & Dakwah
Publisher : Universitas Hasyim Asy'ari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/.v2i2.4733

Abstract

This study focuses on two issues: firstly, how Kompas.com conducts the framing of news regarding the case of three female Islamic boarding school students' molestation in Kasemen District, Serang City, Banten, on December 12, 2022, and secondly, the comparison of news framing regarding the same molestation case between Kompas.com and TribunBanten.com on December 12, 2022. To address these two issues, the researcher utilizes a qualitative approach. The method employed by the researcher is the framing analysis method developed by Robert N. Entman in the study entitled “Framing the Issue of Female Islamic Boarding School Students' Molestation in the Online Media of Kompas.com and TribunBanten.com on December 12, 2022. The findings of this study lead to the conclusion that Kompas.com and TribunBanten.com exhibit distinct textual structures. Particularly on Kompas.com, there is a discernible tendency to side with the victims and firmly incriminate the perpetrators. On the other hand, the textual structure of news regarding the issue of Female Islamic Boarding School Students' Molestation on TribunBanten.com demonstrates a lack of clarity in delineating the chronology of events. Moreover, the discourse accentuates the notion that the conduct undertaken by the perpetrators is inherently unacceptable and should not have transpired.
A Representasi Pesan Moral Dalam Film Luqothoh Karya Rumah Produksi Tebuireng Atika Suri, Putri Sukma; Anwari
Millatuna: Jurnal Studi Islam Vol. 1 No. 02 (2024): Studi Islam
Publisher : Fakultas Agama Islam, Universitas Hasyim Asy'ari Tebuireng Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/mjsi.v1i02.6254

Abstract

Abstract : Basically, a film is a work of art that is born from the role of actors in playing their characters. One example is the film Luqothoh by the Tebuireng Production House, which was produced by Abdullah Aminuddin Aziz. This film tells the story of Kaf (played by M. Dzannuroin Aldivano), the great-grandson of KH. Hasyim Asy'ari, who spent his time as a santri, was filled with trials and tribulations that made him mature. In this research, the researcher formulated two main problems that will be answered in this thesis, namely: (1) What are the denotative, connotative and mythical meanings of the scenes that convey moral messages in the film Luqothoh? (2) What is the moral message implied in the film Luqothoh? To answer these two problems, the researcher used a descriptive qualitative approach by applying a semiotic analysis method based on Roland Barthes' theory. The results of this analysis show that there is a moral message that includes values such as: respecting teachers, upholding honesty and responsibility, having empathy, holding commitment in fulfilling promises, having a trustworthy nature, appreciating the help given, carrying out devotion to worship, being wise in making decisions. , have firmness in your stance, and try seriously. Keywords: Morals, Semiotics, Luqothoh Film
A Representasi Moral Pada Serial Film Animasi Upin & Ipin Episode Hidup Bergaya Dalam Channel Youtube Alkhoir, Difa; Anwari
Millatuna: Jurnal Studi Islam Vol. 1 No. 04 (2024): Studi Islam
Publisher : Fakultas Agama Islam, Universitas Hasyim Asy'ari Tebuireng Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/mjsi.v1i4.6566

Abstract

Film adalah bentuk seni yang mempengaruhi dan membentuk pandangan penonton melalui pesan-pesan yang disampaikannya. Pesan-pesan ini dapat bersifat edukatif, informatif, religius, moral, dan lain-lain. Sebagai contoh, film animasi "Upin & Ipin: Keris Siamang Tunggal" menjadi subjek menarik untuk dikaji dalam konteks ini. Penelitian ini bertujuan untuk mengungkap makna tanda-tanda dan pesan moral yang tersemat dalam film tersebut. Dengan menggunakan pendekatan kualitatif deskriptif dan metode analisis semiotika Roland Barthes, setiap adegan dalam film diperiksa secara mendalam untuk mengungkap makna tersembunyi di balik narasi visualnya. Melalui analisis ini, para peneliti berhasil mengidentifikasi dan menjelaskan tanda-tanda dalam film menggunakan konsep semiotika seperti denotasi, konotasi, dan mitos. Mereka juga menjelaskan pesan moral implisit yang disampaikan dalam cerita, seperti pentingnya kasih sayang, setia pada diri sendiri, hidup sederhana, kesabaran, kesadaran akan proses, dan menjaga keseimbangan antara dunia nyata dan virtual. Proses penelitian melibatkan tahapan seperti eksplorasi topik, formulasi masalah, penentuan metode, pengumpulan data, analisis mendalam, dan penarikan kesimpulan yang relevan. Dengan demikian, studi ini tidak hanya memberikan wawasan mendalam tentang film tersebut, tetapi juga menunjukkan bagaimana film animasi dapat efektif sebagai medium untuk menyampaikan nilai-nilai dan pesan-pesan yang bermakna kepada audiens, khususnya generasi muda.
Etika Penggunaan Media Digital Pada Mahasiswa Fakultas Agam Islam Universitas Hasyim Asy’ari Shofi Yuli Setiani; Anwari
Millatuna: Jurnal Studi Islam Vol. 1 No. 04 (2024): Studi Islam
Publisher : Fakultas Agama Islam, Universitas Hasyim Asy'ari Tebuireng Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/mjsi.v1i4.6749

Abstract

Media digital adalah media yang transitif dalam format digital dan dapat terdeteksi  oleh mesin, media digital juga memiliki macam salah satunya video conference yang digunakan sebagai alat interaksi dalam perkuliahan daring pada Fakultas Agama Islam Universitas Hasyim Asy’ari seperti zoom meting dan google meet. Melalui studi ini akan menjawab (1) bagaimana proses perkuliahan daring melalui media digital pada mahasiswa Fakultas Agama Islam Universitas Hasyim Asy’ari (2) bagaimana etika mahasiswa dalam penggunaan media digital di Fakultas Agama Islam Universitas Hasyim Asy’ari. Untuk menjawab kedua permasalahan tersebut, peneliti menggunakan pedekatan kualitatif deskriptif dengan menerapkan teori deontology dengan menerapkan etika seperti responsif, menyalakan kamera, perhatikan dan ikuti perkuliahan sampai akhir, menon atau mengaktifkan audio, berpakaian rapih, menggunakan nama sesuai id mahasiswa, tidak melakukan plagiarism dan komunikasi dengan dosen.