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CLUSTER ANALYSIS OF DANA AND GOPAY E-WALLET SERVICE REVIEWS USING TF–IDF AND K-MEANS/K-MEDOIDS: AN ECONOMIC AND MANAGEMENT STRATEGY PERSPECTIVE
Fatkhul Amin
; Fithri Widyanita Yarisma
; Ira Setiawati
; Ratih Milati Ilham
Stability: Journal of Management and Business
Vol 8
, No 2
(2025)
This study aims to (1) identify the thematic structure of Indonesian-language user reviews on digital wallet services, (2) compare the clustering quality produced by alternative unsupervised methods, and (3) derive actionable operational insights for service management and financial performance. A quantitative text-mining design is employed, using an unsupervised learning framework on Indonesian-language Google Play Store reviews collected over the 2021–2025 period, comprising 553.500 reviews fo...
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Village Economic Empowerment through Product Innovation: Training on Corn Compote Ice Making in Rejosari Village, Kendal Regency, Central Java Province, Indonesia
Aditiya Pratama Nugroho
; Fatkhul Amin
; Ratih Milati Ilham
; M. Fadjar Darmaputra
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
This community service activity aims to empower the local community of Rejosari Village by providing training on the production of corn ice, a value-added product derived from corn. The primary objective is to enhance participants' understanding and skills in processing corn, thereby improving their economic conditions. The methodology employed includes a series of structured training sessions that encompass theoretical knowledge and practical demonstrations. Initially, a needs assessment was co...
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