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Menampilkan 1–10 dari 19 artikel
Fairness Auditing and Bias Mitigation in Aspect-Based Sentiment Models for Indonesian Public Services
Jondien, Muhammad Shihab Fathurrahman
; Magister of Computer Science, Amikom Purwokerto University, Indonesia
; Hariguna, Taqwa
; Magister of Computer Science, Amikom Purwokerto University, Indonesia
; Saputra, Dhanar Intan Surya
; Magister of Computer Science, Amikom Purwokerto University, Indonesia
Telematika
Vol 19
, No 1
(2026)
This study presents a comprehensive fairness audit and bias mitigation framework for Indonesian sentiment analysis using the SmSA IndoNLU dataset and the IndoBERT language model. The research investigates demographic and linguistic fairness by evaluating model performance across gender and regional groups and introduces an aspect-based extension to assess semantic fairness using an ABSA-style input formulation. Fairness metrics such as ΔF1, Demographic Parity Difference (DPD), and Equality of Op...
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Addressing Algorithmic Bias and Data Privacy in Human Resource Management
Herdiana, Hendi
; Universitas Pendidikan Indonesia
Universitas Indonesia
Universitas Diponegoro
; Munir, Munir
; Department Management, Faculty of Economics and Business Education, Universitas Pendidikan Indonesia, Bandung, Indonesia
; Hurriyati, Ratih
; Department Management, Faculty of Economics and Business Education, Universitas Pendidikan Indonesia, Bandung, Indonesia
; Sultan, Mokh. Adib
; Department Management, Faculty of Economics and Business Education, Universitas Pendidikan Indonesia, Bandung, Indonesia
; Tua, Frans David
; Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Depok, Indonesia
; Ergashevna, Buriyeva Kibrio
; Faculty of pedagogical, Chirchik State Pedagogical University, Chirchik, Uzbekistan
Telematika
Vol 18
, No 2
(2026)
Artificial intelligence (AI) has transformed Human Resource Management (HRM) by automating recruitment, enhancing performance evaluation, and enabling data-driven workforce planning. However, its adoption raises critical concerns related to algorithmic bias, data privacy, and employee trust, creating a significant gap in understanding how these technical and ethical dimensions interact. This study aims to synthesize current evidence on the impact of AI on HRM functions, the challenges associated...
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Pengaruh Modal Usaha, Inovasi Produk, dan Strategi Pemasaran Terhadap Persepsi Profitabilitas Pelaku UMKM Kuliner di Wilayah Pekalongan
Indonesia, Dini Kharisatul Khabibah
; Rokhman, Nur
; Dini Kharisatul Khabibah
; Nur Rokhman
; Titik Rianawati
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
UMKM in Indonesia have an important role in economic growth, as well as being able to absorb labor, and distribute development results. The purpose of this study was to determine the effect of business capital, product innovation, and marketing strategies on the perception of profitability of culinary UMKM actors in the Pekalongan area. The population in this study were culinary UMKM actors in the Pekalongan area. The sampling technique was purposive sampling so that 95 respondents were obtained...
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Comparative Analysis of Classification Methods in Sentiment Analysis: The Impact of Feature Selection and Ensemble Techniques Optimization
Defit, Sarjon
; Universitas Putra Indonesia “YPTK” Padang
; Windarto, Agus Perdana
; STIKOM Tunas Bangsa
; Alkhairi, Putrama
; STIKOM Tunas Bangsa
Telematika
Vol 17
, No 1
(2024)
Optimizing classification methods (forward selection, backward elimination, and optimized selection) and ensemble techniques (AdaBoost and Bagging) are essential for accurate sentiment analysis, particularly in political contexts on social media. This research compares advanced classification models with standard ones (Decision Tree, Random Tree, Naive Bayes, Random Forest, K-NN, Neural Network, and Generalized Linear Model), analyzing 1,200 tweets from December 10-11, 2023, focusing on "Indones...
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14 Sitasi
ANALISIS PENYEBAB TERJADI EROR DALAM TEGANGAN BATERAI 110 V PADA GARDU INDUK SEPATAN
Humainah, Ratu Farah
; Indonesia
; Indonesia, Indonesia
Teknika
Vol 8
, No 2
(2023)
Functional power transmission system to reduce voltage from 150 kV to 20 kV as part of the main substation. During operation, the substation requires a DC power source as a control tool to support the performance of the substation. The source of direct current (DC) to the substation is taken from the rectifier and batteries installed in the installation parallel to the load or what is usually called a DC system. The battery is a backup DC source used to provide DC power to protection devices, PM...
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PERAN BUDAYA ORGANISASI, GAYA KEPEMIMPINAN, DAN KOMUNIKASI ATAS PRODUKTIVITAS PEGAWAI PERUSAHAAN GALANGAN KAPAL
Probisnis
Vol 16
, No 1
(2023)
Perusahaan yang unggul adalah perusahaan yang dapat mengoptimalkan kapasitas yang tersedia. Melihat seberapa jauh permasalahan budaya organisasi, gaya kepemipinan dan komunikasi secara paralel atau simultan berpengaruh pada produktivitas pegawai di PT Daya Radar Utama adalah tujuan penelitian ini. Populasi perusahaan adalah 335 pekerja dengan 78 responden yang dipergunakan sebagai sampel, dan pengumpulan data menggunakan kuesioner. Hipotesis diuji dengan uji t dan F. Baik budaya organisasi, gaya...
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