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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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Pengaruh Manajemen Organisasi Tim terhadap Kinerja Atlet dalam Lingkungan Olahraga Perguruan Tinggi
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini bertujuan untuk mengkaji pengaruh manajemen organisasi tim terhadap kinerja atlet dalam konteks olahraga perguruan tinggi. Penelitian menggunakan pendekatan kuantitatif dengan desain survei. Sampel penelitian melibatkan 120 atlet mahasiswa yang berasal dari tiga perguruan tinggi negeri dan dipilih menggunakan teknik purposive sampling. Instrumen penelitian terdiri atas kuesioner manajemen organisasi tim yang mencakup aspek perencanaan, koordinasi, kepemimpinan pelatih, dan komunik...
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Analisis Keterampilan Teknik Dribbling dan Kontrol Bola dalam Permainan Sepak Bola pada Siswa SMK Methodist Tanjung Morawa
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini dilatar belakangi oleh rendahnya penguasaan teknik dasar sepak bola, terutama dribbling dan kontrol bola, pada siswa yang mengikuti kegiatan ekstrakurikuler sepak bola di SMK Methodist Tanjung Morawa. Keterampilan dasar tersebut sangat penting karena menjadi fondasi utama dalam permainan sepak bola yang efektif, namun kenyataannya banyak siswa yang belum mampu menampilkan teknik dasar dengan baik sehingga berdampak pada performa dan pencapaian prestasi. Tujuan dari penelitian ini...
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Transformation of Micro-Enterprise Marketing Strategies through Artificial Intelligence Training in Semarang City
Amin, F
; Wibisono, S
; Yarisma, F., W
; Ilham, R., M
; Fathurachman, C
; Hadikurniawati, W
; Cahyono, T., D
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
This community service program aims to transform the marketing strategies of microenterprises through training on the utilization ofArtificial Intelligence (AI) in Semarang City. The program was designed using a capacity-building approach that emphasizes hands-on practice and structured mentoring, employing the Demonstration– Practice–Feedback–Revision (DPFR) model. The training materials covered the use of text-to-text AI for generating content ideas, captions, storytelling, and calls to action...
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Pelaksanaan GEMA (Gerakan Bersama Hapus Jentik & Edukasi 3M) dengan Pemberian Abate di Desa Sambung
Nyethrea Baby
; Yesita Ragil Kusuma Ningrum
; Dela Tri Mulyani
; Anandika Cahaya Putra Juliawan
; Silvia Sindi Mareta
; Revi Oktaviana
; Faradilla Putri Aulia
; Intan Lestari Widayanti
; Alfiyatunnadziroh
; Arkhanza Naufal Rosanto
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Lingkungan rumah yang memiliki tempat penampungan air tanpa pengelolaan yang baik berpotensi menjadi lokasi perkembangbiakan nyamuk vektor Demam Berdarah Dengue (DBD). Salah satu upaya pencegahan yang dapat dilakukan adalah pemberantasan sarang nyamuk (PSN) melalui penerapan perilaku 3M serta penggunaan larvasida abate pada wadah air yang sulit untuk dikuras. Kegiatan ini bertujuan untuk menggambarkan pelaksanaan Program GEMA (Gerakan Bersama Hapus Jentik) yang mengintegrasikan edukasi 3M dan pe...
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VIBRANT VILLAGE BASED HEALTHY VILLAGE EMPOWERMENT: STUNTING AND MALNUTRITION PREVENTION IN KELURAHAN SADENG
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Nutritional problem is an issue to be concern in the developing country such as Indonesia, especially in the infant to child, and vulnerable age (Setiadi, 2020). Kelurahan Sadeng (sub-district) is located in Kecamatan Gunungpati (district), Semarang City, Central Java. Geographically, the sub-district has an area of 153,425 Ha, with majority of the area consists of yard and rice fields. Kelurahan Sadeng has administrative borderlines, it is bordered by Kelurahan Kandri and Kelurahan Bambab Kerep...
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Development and User Response Analysis of a Wizer.me-Based Digital Worksheet for Teaching Special Relativity
Lontar Physics Today
Vol 5
, No 1
(2026)
Physics learning on special relativity material faces challenges due to its abstract, difficult-to-visualize concepts, while conventional Student Worksheets remain dominant in schools. This study aims to develop a digital LKPD based on the Wizer.me platform for special relativity material and to analyze user responses to the developed media. This study uses a research and development (R&D) method with a 4D model, focusing on the development stage. The research subjects involved two expert va...
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THE EFFECT OF GUANO COMPOST AND COMPOST TYPES ON THE GROWTH AND YIELD OF CAISIM MUSTARD (Brassica juncea L.) IN DRY LANDS
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 10
, No 1
(2026)
This research was carried out in September-November 2025 in the Greenhouse and continued at the Laboratory of the Faculty of Agriculture, Science and Health, University of Timor, Sasi Village, Kota Kefamenanu District, North Central Timor Regency, East Nusa Tenggara Province. The most dominant problems in dry land areas include lack of water, acidic soil reaction, lack of nutrients, cation exchange capacity and shallow soil solum. This study aims to examine the effect of providing guano compost...
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The Influence of Digital Leadership and Digital Culture on Organizational Performance thru Techno-Work Engagement at the Immigration Office Class I Special Check Point Semarang
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
This study aims to analyze the influence of Digital Leadership and Digital Culture on Organizational Performance thru the mediation of Technowork Engagement at the Immigration Office Class I Special TPI Semarang. Digital transformation in public organizations requires a comprehensive understanding of leadership mechanisms, culture, and technology engagement in improving service performance. The research method uses a quantitative approach with Partial Least Squares-Structural Equation Modeling (...
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The Role of TikTok and Instagram Reels Algorithms in Short-Form Video Content Distribution: A Systematic Literature Review
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
This study aims to analyze how the TikTok and Instagram Reels algorithms play a role in the distribution of multimedia content and their implications for content visibility, user engagement, and digital marketing practices. The research method used is a qualitative approach through a Systematic Literature Review by analyzing articles from accredited national journals and reputable international journals published in the period 2020-2025. The literature search process was carried out systematical...
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