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Analisis Sentimen Publik Terhadap Keberadaan Juru Parkir Liar Menggunakan Naïve Bayes Dengan Teknik SMOTE Daniel, Daniel; Saputra, Andreas; Al Rivan, Muhammad Ezar
Algoritme Jurnal Mahasiswa Teknik Informatika Vol 5 No 1 (2024): Oktober 2024 || Algoritme Jurnal Mahasiswa Teknik Informatika
Publisher : Program Studi Teknik Informatika Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/algoritme.v5i1.8154

Abstract

The continuous growth of YouTube is increasingly leveraged by users to convey information, including critiques and suggestions about illegal parking attendants. The method used in this research is data classification using the Naïve Bayes Classifier (NBC). The system is developed using internal data collected from the internet/YouTube to determine whether sentences are positive or negative opinions. This determination is classified as a classification process. The data is processed using SMOTE to balance the dataset, followed by classifying comments into two classes: positive and negative. This classification employs the Naïve Bayes algorithm. This classification provides convenience for users to view both positive and negative opinions. The accuracy test results for the Naïve Bayes method without SMOTE for classification yielded an average of 86.93%, while the accuracy test results for the Naïve Bayes method with SMOTE technique yielded an average of 91.99%.
An Examination of Factors Influencing Turnover Intentions Among Generation Z Employees Daniel, Daniel; Sanjaya, Regi
Banking & Management Review Vol. 12 No. 2: Banking & Management Review
Publisher : STIE Ekuitas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52250/bmr.v12i2.880

Abstract

Introduction/Main Objectives: Gen-Z has started to take over the workforce both worldwide and in Indonesia. In particular, West Java and the city of Bandung have the highest numbers of Gen-Z workers and residents. Background Problems: However, challenges arise when Gen-Z workers frequently change jobs and move on from their positions. Novelty: This paper represents the first qualitative study investigating the factors that influence turnover intentions among Gen-Z employees in Bandung city. Research Methods: This research employs a qualitative and descriptive approach to provide a clear understanding of the causes or factors behind turnover intention, using interviews and observations. A total of 12 individuals from various industries in Bandung served as informants for this study. Finding/Results: 9 out of the 12 respondents interviewed reported experiencing more than one factor influencing their turnover intentions. These factors are interconnected, forming primary and secondary influences. The most common reasons driving Gen-Z employees’ desire to leave their jobs include heavy workloads linked to multiple job responsibilities, dissatisfaction with compensation, high work intensity, toxic work culture and leadership, and a lack of supportive work environment. Conclusion: This research aims to encourage companies to implement effective and suitable staffing practices. By analyzing job positions and creating clear job descriptions, companies can avoid overlapping responsibilities. Additionally, placing competent leaders can help prevent toxic work cultures and foster a supportive environment for Gen-Z employees, ultimately reducing their intention to leave the company.
Multi-drug resistance-1 (MDR-1) gene expression in MCF-7 cells after treated with doxorubicin-deoxyelephantopin combination and prediction of inhibitory activity against Pgp receptors with in silico DANIEL, DANIEL; FRENGKI, FRENGKI; JALALUDDIN, MUHAMMAD; SARI, WAHYU EKA; ROSMAIDAR, ROSMAIDAR; HASRIATI, HASRIATI; ZAKIAH, NONI
Jurnal Natural Volume 24 Number 3, October 2024
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jn.v24i3.33237

Abstract

Doxorubicin chemotherapy has been a strong focus in breast cancer research. Side effects, toxicity and resistance have been extensively studied. One proposed solution to these issues that its combination with deoxyelephantopin. Deoxyelephantopin is known to be toxic in many cancer cells but safe in normal cells. IC50 of each compound were determined by using a MTT assay, and the MDR-1 gene mRNA expression were determined by using qPCR method, while the interaction of doxorubicin in combination with deoxyelephantonin on Pgp receptor were predicted by using an in silico approach. The IC50 of deoxyelephantopin was found to be 11.2 g/mL, while IC50 of doxorubicin was 448 nM IC50 values showed a deoxyelephantopin-doxorubicin combination was able to reduce MDR-1 expression by 19% compared to doxorubicin and IC50 values indicated that the combination formula reduced the expression by 15% over doxorubicin alone. The affinity of doxorubicin and deoxyelephantopin is -12.16 kcal/mol and -9.51 kcal/mol, respectively, while the affinity of doxorubicin after combine with deoxyelephantopin decreases from -12,16 kcal/mol to -11,25 kcal/mol due to the release of one Leu 221 hydrogen bond. The combination of doxorubicin with deoxyelephantopin is able to reduce expression and suppress the function of the Pgp protein.
Analysis of the "Hitam Putih" Television Program from the Perspective of Peter M. Blau's Social Exchange Theory Daniel, Daniel; Bahari, Yohanes
Jurnal Pendidikan Sosiologi dan Humaniora Vol 15, No 2 (2024): Edisi Oktober 2024
Publisher : Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/j-psh.v15i2.85503

Abstract

This study aims to analyze the television program "Hitam Putih" using the perspective of Peter M. Blau's social exchange theory. This theory emphasizes the importance of social interactions based on exchanges of value, where each party expects to gain rewards or benefits from social relationships. The study utilizes a library research method to review various literatures and references related to social exchange theory and the "Hitam Putih" program. The findings indicate that the program reflects the dynamics of social exchange through interactions between the host, guests, and audience, where exchanges of popularity, information, and experiences occur in a mutually beneficial manner. The host gains reputation and popularity, while the guests have the opportunity to share their stories and perspectives. The study highlights the importance of reciprocity in social relationships that influences the program's success.
POTENSI AKTIVITAS ANTIOKSIDAN EKSTRAK METANOL DAUN SINGKIL(Premna corymbosa Roxb & Willd.) Dewi, Camelia Eugenia; Saleh, Chairul; Ryn Pratiwi, Djihan; Magdaleni, Agustina Rahayu; Daniel, Daniel
JURNAL ATOMIK Vol 9 No 2 (2024)
Publisher : Jurusan Kimia FMIPA UNMUL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/ja.v9i2.1431

Abstract

Antioxidant and sunscreen activity tests have been carried out on the methanol extract of singkil leaves(Premna corymbosa Roxb & Willd.) in vitro with the 1.1-diphenyl-2-picrylhydrazil (DPPH) radicalscavenging method using a spectrophotometer UV-Vis. This research aims to determine the antioxidantof singkil leaf. Based on the results of the phytochemical test, it is known that the methanol extract ofsingkil leaves contains alkaloids, flavonoids, phenolics, quinone and steroids. The IC50 value ofmethanol extract of singkil leaves, ia 50.77; in the moderate to strong antioxidant category.
Faktor Penyebab Perilaku Menyimpang Pada Homoseksual Gay di Kecamatan Pontianak Tenggara Imran, Imran; Daniel, Daniel; Ramadhan, Iwan; Sikwan, Agus
Gulawentah:Jurnal Studi Sosial Vol. 8 No. 1 (2023)
Publisher : Universitas PGRI Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25273/gulawentah.v8i1.16234

Abstract

Tujuan penelitian ini adalah untuk mengetahui faktor penyebab terjadinya perilaku menyimpang pada pria gay di Kecamatan Pontianak Tenggara. Penelitian ini menggunakan metode psikoanalisis dengan pendekatan kualitatif deskriptif. Informan dalam penelitian ini terdiri dari 9 orang yang diidentifikasikan sebagai gay. Hasil penelitian menunjukkan bahwa seseorang yang memiliki kontrol diri yang lemah, keluarga, teman sebaya, dan lingkungan masyarakat mempengaruhi seseorang dalam melakukan perilaku yang menyimpang, sedangkan pemahaman agama yang kurang tidak dapat menjamin seseorang dalam melakukan perilaku yang menyimpang.
MINI RIVIEW: POTENSI ASAM MALAT (2-hydrobutanedioic-acid) DAN TURUNANNYA SEBAGAI SURFAKTAN Rachmat, A. Khafifah Dwi; Daniel, Daniel; Pasaribu, Subur P.
PROSIDING SEMINAR KIMIA Vol 3 No 1 (2024): Prosiding SNK 2024
Publisher : Jurusan Kimia Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Mulawarman

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Malic acid (2-hydrobutanedioic-acid) is a dicarboxylic acid (carboxylic acid) which is generally found in many apples. Several malic acid derivatives have been synthesized through esterification and amidation reactions, including methyl malate, maleyl oleate and maleyl glutamide. Based on the results of FT-IR analysis of malic acid, it is known that there is an absorption peak at wave number 3448.72 cm¬-1 indicating the presence of an alcohol group and an absorption peak at wave number 1720.50 cm-1 indicating the presence of a carboxylic group. In methyl malate, it is known that in the wave number area of ​​1735.93 cm-1, stretching vibrations of the C=O ester carbonyl group occur. In maleyl oleate, the absorption in the wave area of ​​1743.65 cm-1 is a typical absorption from the stretching vibration of C=O ester. In maleyl glutamide, it is known that there is absorption at the peak wave number of 3425.58 cm-1 which is the stretching vibration of the NH (amide) group. The results of several literatures explain that the malic acid derivative, namely methyl malate, has an HLB value of 11.2 and can be used as an O/W (Oil in Water) emulsifier. The HLB value of maleyl oleate has a value of 4.61 which can be used as a W/O (Water in Oil) emulsifier and for maleyl glutamide the HLB is 14.84 which can be used as an O/W (Oil in Water) emulsifier. Therefore, malic acid derivatives have potential as materials for surfactant synthesis. Keywords: Malic Acid, Esterification and HLB (Hydrophilic Lipophilic Balance).
Screening of Bioactive Compounds of Gambir leaf (Uncaria gambir Roxb) as Antibiofilm Againts the Glucosyltransferase of Streptococus mutans Enzyme Khalid, Idham; Sari, Dea Kurnia; Bakri, Muttaqien; Daniel, Daniel; Frengki, Frengki; Makmur, Ali; Riandi, Lian Varis; Ferdian, Riyan; Amiruddin, Amiruddin
Jurnal Medika Veterinaria Vol 18, No 2 (2024): J. Med.Vet
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21157/j.med.vet..v18i2.43265

Abstract

The use of natural ingredients in dental care, such as manginang which has become part of the Minang community culture, is considered an alternative dental care that must be created to overcome the negative impacts of dental care made from artificial materials. The core of this study is to change the manginang tradition towards logical verification through screening of bioactive compounds of gambir leaves (Uncaria gambir Roxb.) as antibiofilms against Streptococcus mutans. This study was conducted using an in silico strategy approach with the help of computer programs such as MOE v.09 and Chimera 1.13.1, as well as the Way2Drug site, protein information bank, and protox_ii. This study began with the collection of ligand information from the writing, followed by transformation into 2D and 3D designs. Other antibiofilm actions were decided using the QSAR procedure through the website (http://www.way2drug.com/PASSOnline/predict.php). The selected antibiofilm compounds were then followed by observing their affinity for the receptor (pdb id. 3AIB) using an atomic docking strategy. Finally, the ligand damage profile was observed to anticipate. The results of this study indicate that of the 41 identified gambir leaf compounds, there are 20 compounds that have the potential to have antibiofilm effects with quinnic acid having the highest score (Pa 0.703), while the compound with the strongest affinity for the receptor is chlorogenic acid with an affinity score (Gbinding) of -16.03 kcal/mol and an average of low toxicity (level IV-VI). However, of the 20 bioactive compounds of gambir leaves, only 5 compounds are predicted to have the same potential as the -maltose control.
THE EFFECT OF PROVIDING GAMAL LEAF SILAGE (GLIRICIDIA SEPIUM) ON CONSUMPTION,WEIGHT GAIN AND RANSUM CONVERTION OF LOCAL MALE GOATS DERIVED FROM ETTAWA CROSSBREEDS Ridha, Ahmad; Yustendi, Dedhi; Daniel, Daniel; Zulkifli, Zulkifli
International Journal Multidisciplinary (IJMI) Vol. 2 No. 1 (2025): International Journal Multidisciplinary
Publisher : Antis-Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61796/ijmi.v2i1.302

Abstract

Objective: This study aimed to evaluate the effect of gamal (Gliricidia sepium) leaf silage on the growth performance of local male goats. The research focused on key growth parameters, including daily feed consumption, daily body weight gain (PBBH), feed conversion, and feed efficiency. Method: The experiment was conducted using a randomized block design (RAK) with four treatments and four replications. The treatments included (P0) control with elephant grass without gamal leaves, (P1) 20% gamal leaf silage and 80% elephant grass, (P2) 50% gamal leaf silage and 50% elephant grass, and (P3) 100% gamal leaf silage. The goats were monitored over four weeks to assess their growth response to different feeding compositions. Results: The findings revealed a significant effect of gamal leaf silage on the growth performance of local male goats. The inclusion of gamal leaf silage improved daily body weight gain, feed conversion, and feed efficiency. Higher proportions of gamal leaf silage in the diet resulted in better growth performance compared to the control group. Novelty: This study highlights the potential of gamal leaf silage as an alternative, cost-effective feed source for ruminants. The results contribute to the understanding of utilizing non-conventional feed ingredients to reduce feed costs while maintaining livestock productivity.
PENENTUAN DERAJAT ASILASI (DA) DENGAN METODE BASE LINE DARI SINTESIS N-ALDIMIN KITOSAN Soma, Yolanda V. A; Daniel, Daniel; Saleh, Chairul
JURNAL ATOMIK Vol 3 No 1 (2018)
Publisher : Jurusan Kimia FMIPA UNMUL

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (431.781 KB)

Abstract

Determination Degree of Acylation (DA) with the baseline method from the synthesis of N-Aldimin Chitosan was obtained from the acylation reaction between chitosan and acetaldehyde. The formation of N-Aldimin Chitosan is supported by the data of FT-IR spectroscopy in the wave number 3441.01 cm-1 shows the stretching vibration of OH of chitosan and absorption peaks in the area of wave number 1627.92 cm-1 and 1566.20 cm-1 is vibration C=N which identifies the formation aldimine chitosan. Wavenumber 2924.09 cm-1 shows the C-H stretching vibration as evidenced by a wave number 1404.16 cm-1 which is C-H bending and C-O absorption at wavenumber 1087.85 cm-1. Acylation degree (DA) obtained by 81.33%.
Co-Authors A An Arief Jusuf Abdul Hamid A. Yusra Abdurizal Arsyad, Syech Geopandu Adi Suyatno Adu, Desmon Ayub Agatha, Septian Ahmad Ridha Akbar, Fath Ali Amin, Abdul Rachmad Zahrial Amiruddin Amiruddin Amrazi Zakso ANDI ACO AGUS Andi Muhammad Fadhal Hiqh.T Pangera Andreas Saputra, Andreas Andri Dwi Hernawan Angelita, Maya Anggunadi, Angelica Anis Chariri Annisa Purbasari, Annisa Arjuna, Arjuna Asrini, Luh Juni Athaillah, Farida Batan, Alfrida Bihairi Hadi, Ricky Lutfi Br Ginting, Survina Osalia C. Pickerling Cahya, Lisye Mareta Carolin, Avine Sindi Cendana, Colleen Chandra Wijaya Chatarina Dian Indrawati Christiyanto, Laurensius Erdin Christopher, Arvin Damanik, Justin Gamaliel Dedhi Yustendi Dewantara, Jagad Aditya Dewi, Camelia Eugenia Dewi, Ezra Shandra Dhita Wahyu Anggraeni, Dhita Wahyu Dwi Agustina Dwiputra, Achmad Irvan Erwin Erwin Etriwati E Eva Marliana, Eva Faisal Jamin Faisal Mustafa Farhana, Siti Farhany, Farhany Fathurrohman, Reza Fazhar Sumantri febriyanti febriyanti Febriyanto Febriyanto Feliciana, Anastasia Fellyanto, Fellyanto Ferdian, Riyan Ferdian, Ryan Fila Sasmita Firmansyah, Muchammad Ravi Fredy Purnomo Frengki Frengki, Frengki Gaanty Pragas Maniam, Gaanty Pragas Gunarto, Chintya Halim, Grace Suriadi Harefa, Kasieli Hartono, Eric Hasibuan, Serepina Yoshika Hasriati Hasriati, Hasriati Hendrawan Armanto Hermanto Hermanto Hidayat, Farah Amalia Hiyahara, Irfan Ashari Husnawati Husnawati Hutabarat, Rugun Romaida Idham Khalid Imran Imran Indra Riyana Rahadjeng Isyana Emita Iwan Ramadhan Jap Tji Beng Juliana, Eva Junianto Wika Adi Pratama Justin, Justin Kirana, Stephani Nindya Kumahara, Wien Kurniati, Triani Kusumo, Catherine Tjondro Kwan, Jessyca Larosa, Setiaman Latumahina, Bill Samuel Lelunu, Sapta Leslivania, Monika Liangga, David Liku, Yeli Oktaviana Liku LUCKY, MAYLANI Lukman Hakim Lumbantoruan, Haposan M. Hasan Magdaleni, Agustina R. Magdaleni, Agustina Rahayu Makmur, Ali Malina, Khaira Manisha, Manisha Margareta, Serlen Marpaung, Franky Hadinata Maswadi - Maygusten, Maygusten Maylina, Ajeng Chandra Megawaty, Megawaty Meiliana, Evita Mekar Sari Suteja Melyani Melyani, Melyani Meriyani, Susi Michael Michael Miyata, Andrew Febrian Mochammad Imron Awalludin Moron, Maria Selvi Mufid, Zainul Muhammad Ezar Al Rivan Muhammad Fachrurrozi Bafadal Muhammad Hasan Muhammad Isa Muhammad Jalaluddin, Muhammad Mulyono, Romi Kurniawan Agni Muttaqien Bakri, Muttaqien Naibaho, Lamhot Natal Indra Naufaludin, Ahmad Noni Zakiah Noor Hindryawati, Noor Nora Usrina Nugrahanto, Cornelius Septian Nurhidayah, Annisa Nurleni, Nurleni NURLIANA NURLIANA Nurmawan, Mardatungga Octa Maria Sihombing Octavianus Octavianus, Octavianus Oktavianus Oktavianus Olivia, Nia Panannangan, Josua K. Partomuan Simanjuntak Parulian Hutajulu, Josua Pentagon, Pentagon Pontan, Darmawan Pranita, Widya Pratama, Ellen Puspita Handayani Putri, Andini Amelia Putri, Erika Ardya Mesia R. Rusli Rachmat, A. Khafifah Dwi Rachmat, Zul Rafik, Ahmad RAHMAT GUNAWAN Rahmawati, Rahmawati Rakhmad, Rakhmad Rantung, Dyoys Anneke Ravensca, Irene Razali Daud Riandi, Lian Varis Rindawati, Novi Rismawati Rismawati Riyanto, Kuncoro Budi Riyanto, Rahmat Fajar Rizkiana Karmelia Shaura Rosalina Putri, Kesia Roslizawaty Roslizawaty, Roslizawaty Rosmaidar Rosmaidar, Rosmaidar Rufi'i Rustiyarso, Rustiyarso Ryn Pratiwi, Djihan Saibun Sitorus Saleh, Chairul Sandra, Putri Ayu Sanjaya, Regi Sara Ruhghea Sari, Dea Kurnia Sari, Wahyu Eka SATRIYAS ILYAS Sebastian, Novianto Sembiring, Rinawati Seputri, Merryana Sigit, Miarsono Sikwan, Agus Silvia Monica Sirait, Muhammad Alfajri Erutama Sisilia, Desy Siti Aisyah Sitompul, Citra Uli Sitti, Nur Faridah Situmorang, Aspriska R. Soma, Yolanda V. A Subagyono, R.R. Dirgarini Julia Nurlianti Subur P Pasaribu Sucipto, Rakhmat Hadi Sudrajat Sudrajat Suharti, Tien Sumeru, Indrawati Suriyanisa, Suriyanisa Sutrisno, Marshela Suzzana Winda Artha Mustika Swastika, Rahayu Syafrida, Yuni Tandjung, Muhammad Akbar Thomy Sastra Atmaja Tony Tony Torro, Supriadi Trisna Fajar Prasetyo Variani, Joanna Rika Vedro, Vedro Vera Methalina, Vera Vincent Tristan, Radick Vincentia, Meyshela Viny Christanti M Wangsawidjaja, Dustin Pranata Wardhani, Lailia Dwi Kusuma Wardoyo, Arif Wasino Wasino Widiastiani, Nindry Sulistya Widyandana Widyandana Wijaya, Christian Julius Willyanto, Hubertus Carmelo Dinar Wirya, Wirya Yaputri, Leticia Yenni Yusriani Yohanes Bahari Yonas, Yonas Yudhistira Oscar Olendo Yunita, Risna Zamzami, Rumi Sahara Zulkifli Zulkifli Zulkifli, Baidillah Zulkifli, Said Zuri Astari