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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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Enhancing Local MSME Competitiveness through ParticipatoryCommunity Service and Digital Transformation Initiatives
Shibghatalloh, A., H.
; Wardhani, A., A.
; Solechan, A.
; Syafrudin, H., A
; Sumargo, A., S.
; Dwiantoro, L., W., P.
; Kwartawaty, N., N.
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in supporting local economic development and employment creation. However, many local MSMEs continue to face structural challenges related to limited managerial capacity, low digital literacy, and weak market competitiveness. This community service program aims to enhance the competitiveness of local MSMEs through participatory empowerment and digital transformation initiatives. The program was implemented using a participatory app...
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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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Tourism GDP Share and Economic Growth in Indonesia:A Structural Analysis (2019–2023)
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
: Tourism has been positioned as a strategic sector in Indonesia’s development agenda because of its capacity to generate employment, foreign exchange, and regionally dispersed economic activity. However, the COVID-19 pandemic exposed the sector’s vulnerability to systemic shocks and raised questions about the alignment between tourism performance and aggregate economic recovery. This study examines the relationship between Indonesia’s annual GDP growth and tourism’s direct contribution to GDP f...
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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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THE EFFECT OF SODIUM ALGINATE - CALCIUM CHLORIDE AS AN EDIBLE COATING ON WEIGHT LOSS, TPT AND COLOR OF FRESH CUT PEARS DURING COLD STORAGE
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 10
, No 1
(2026)
Pears (Pyrus pyrifolia) are tropical fruits with a sweet taste, crisp texture, and high water content. Cut pears have a short shelf life of 3-5 days due to enzymatic browning and physical damage after cutting. One method to extend shelf life is the use of edible coatings. This study aimed to test the effectiveness of sodium alginate and calcium chloride as coatings for cut pears in maintaining physical quality and extending shelf life. This study used a completely randomized design (CRD) with tw...
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Transformational Leadership and Work-Life Balance on Job Satisfaction: The Mediating Role of Employee Engagement
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
This study investigates the effects of transformational leadership and work-life balance on job satisfaction, with employee engagement as a mediating variable, within the context of modern organizational work environments. Increasing job demands and performance pressures have raised concerns regarding employee psychological well-being, yet previous empirical findings on how leadership and work-life balance influence job satisfaction remain inconsistent. Therefore, this research aims to examine w...
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Flexible Work Arrangements and Employee Outcomes: Evidence from a Systematic Literature Review
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
Flexible work arrangements (FWAs) have gained increasing attention in contemporary organizations as a strategy to enhance employee-related outcomes in dynamic work environments. This study aims to synthesize empirical evidence on the relationship between flexible work arrangements and employee outcomes through a Systematic Literature Review (SLR) guided by the PRISMA framework. A structured literature search initially identified 200 records, of which 117 peer-reviewed journal articles were retai...
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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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