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Identification of Social Media Posts Containing Self-reported COVID-19 Symptoms using Triple Word Embeddings and Long Short-Term Memory
Amalia, Raisa
; Lambung Mangkurat University
; Faisal, Mohammad Reza
; Universitas Lambung Mangkurat
; Indriani, Fatma
; Universitas Lambung Mangkurat
; Budiman, Irwan
; Universitas Lambung Mangkurat
; Mazdadi, Muhammad Itqan
; Universitas Lambung Mangkurat
; Abadi, Friska
; Universitas Lambung Mangkurat
; Mafazy, Muhammad Meftah
; Institut Teknologi Sepuluh Nopember
Telematika
Vol 17
, No 1
(2024)
The COVID-19 pandemic has permeated the global sphere and influenced nearly all nations and regions. Common symptoms of this pandemic include fever, cough, fatigue, and loss of sense of smell. The impact of COVID-19 on public health and the economy has made it a significant global concern. It has caused economic contraction in Indonesia, particularly in face-to-face interaction and mobility sectors, such as transportation, warehousing, construction, and food and beverages. Since the pandemic beg...
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Optimizing Clustering of Indonesian Text Data Using Particle Swarm Optimization Algorithm: A Case Study of the Quran Translation
Telematika
Vol 17
, No 1
(2024)
The Quran considered the holy book for Muslims, contains scientific and historical facts affirming Islam's truth, beauty, and influence on human life. Consequently, the Quran text and its translations are valuable sources for text mining research, particularly for studying the interrelationship of its verses. One approach to grouping objects using certain algorithms is clustering, with K-Means Clustering being a prominent example. However, clustering results are often suboptimal due to the rando...
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Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Tikaningsih, Ades
; Universitas Amikom Purwokerto
; Lestari, Puji
; Universitas Amikom Purwokerto
; Nurhopipah, Ade
; Universitas Amikom Purwokerto
; Tahyudin, Imam
; (Scopus ID: 56764427700, Universitas Amikom Purwokerto)
; Winarto, Eko
; RSUD Banyumas Polyclinic Neural
; Hassa, Nazwan
; RSUD Banyumas Polyclinic Neural
Telematika
Vol 17
, No 1
(2024)
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation to improve the quality and control of stroke patient services. Although machine learning technology has been widely used in health data analysis, understanding the relative performance and characteristics of machine learning (ML) models is still limit...
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Pengaruh Penambahan Jamur Kuping Hitam (Auricularia Polytricha) Terhadap Sifat Kimia dan Organoleptik Nugget Ikan Tongkol Abu-Abu (Thunnus Tonggol)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
Fish nuggets are a food that is quite popular with people because they contain high nutrition. Addition of black ear mushrooms to gray tuna nuggets to increase nutritional value and crude fiber content and acceptability. This study aims to determine the effect of the correct concentration of black ear fungus on chemical and organoleptic properties. This research was conducted using a completely randomized design method (CRD) with 4 treatments at the concentration of addition of black ear fungus...
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Pengaruh Ketinggian Lokasi Penanaman Terhadap Sifat Kimia dan Sensori Citarasa Kopi Robusta (Coffea canephora L)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
The chemical characteristics and sensory attributes of Robusta coffee are influenced by the environment of the coffee plant grows, one of the influencing factors is the altitude plantation locations. The aim of the research was to determine the effect of the land altitude of plantation location on the physicalchemical properties and sensory taste of Robusta coffee. This research used a Completely Randomized Design (CRD) with four (4) treatments based on altitude of the Robusta coffee plant...
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Exploring Pre-Service English Teachers’ Knowledge toward GBA Approach in Indonesian EFL Curriculum
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
The aim of research was to figure out pre-service English teachers’ capability, in order to comprehend and to implement the Genre-Based Approach (henceforth, GBA) in EFL classrooms. This study used a qualitative case study approach to investigate the understanding of pre-service English teachers towards the GBA in the Indonesian newest curriculum, called Kurikulum Merdeka (Independent Curriculum). The research was conducted at Al Hikmah Teacher Institute. Non probability with purposive sampling...
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Transitivity System of Markobar Text In Traditional Angkola Marriage
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
This research aims to describe transitivity process types in Markobar text. Quantitative data supported this qualitatively-oriented descriptive study. The subject of the investigation is a Markobar text in Angkola language. The research was designed using qualitative content analysis. Six indigenous elders and four parents were purposively selected as participants in this study. The data source used is oral data in the form of transcripts. Transitivity in Halliday's systemic functional grammar...
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A Critical Task Need Analysis of English for Room Division Department of Hospitality Industry: Internship Students’ Reflection
Fadilah, Rahmi
; Ayudia, Honesty Yonanda
; Harmawan, Violintikha
; Adzandri, Faraz
; Rangkuti, Putri Astri
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
English for hospitality workers is mostly used in the room division where this section is directly related to guests that includes the realm of housekeeping and front office work. In this study, it will be discussed how the needs analysis of the use of English is taken from the learner approach to the task approach. The purpose of the study is for ensuring that language instruction is relevant, efficient, and tailored to the specific requirements of the hospitality industry, ultimately contribut...
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Pelatihan Microsoft Excel Untuk Peningkatan Soft Skills Anggota Perhimpunan Human Resources Development Jawa Tengah
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
Microsoft Excel is a spreadsheet program that allows users to create, manage, and analyze data in a table or worksheet format. Microsoft Excel is useful for performing various business tasks such as inventory management, financial report generation, budget planning, and more. The utilization of Microsoft Excel applications for data processing plays a very crucial role in the world of work. This community service activity aims to improve the skills and understanding of members of the Central Java...
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Analisis Kesalahan Tata Tulis Bahasa Jawa Pada Siswa Kelas VII MTs AL Muslihun Tlogo Kanigoro
Vol 2
, No 2
(2024)
The purpose of this research is to describe grammatical errors in writing Javanese for grade 7 students and to describe what are the factors that cause errors in writing Javanese letters. This study uses a type of qualitative descriptive research. Test and interview methods were used to collect data. Data analysis in this study used descriptive data analysis and the results showed that there were several grammatical errors in the Javanese language in the form of errors in the use of vowels. Fact...
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