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All Journal Journal International of Lingua and Technology Cognitionis Civitatis et Politicae Techno Agriculturae Studium of Research
Ramos, Nathaniel
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Agriculture, Biological Sciences & Forestry Education Languange, Linguistic, Communication & Media Social Sciences

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Computer-Based Corpus Analysis of Lexical Changes in Contemporary Indonesian: A Diachronic Study on Online Mass Media Fatimah, Siti; Gonzales, Samantha; Ramos, Nathaniel
Journal International of Lingua and Technology Vol. 4 No. 1 (2025)
Publisher : Sekolah Tinggi Agama Islam Al-Hikmah Pariangan Batusangkar, West Sumatra, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55849/jiltech.v4i1.818

Abstract

The rapid evolution of language in the digital age has led to significant lexical changes in contemporary Indonesian, particularly in online mass media. The rise of digital platforms, social media, and internet-based communication has contributed to the rapid development of new vocabulary, slang, and expressions. This study aims to analyze these lexical changes over time, focusing on their manifestation in Indonesian online mass media. By using computer-based corpus analysis, the research investigates how language evolves within this digital context, identifying the frequency, usage, and context of newly coined terms and shifting meanings. The research employs a diachronic approach, analyzing a corpus of Indonesian online news articles and social media posts from the last two decades. The study focuses on lexical items that have emerged or significantly changed in meaning during this period. Through computational tools such as natural language processing (NLP), the study tracks these lexical shifts and examines their social and cultural implications. The findings show a marked increase in the adoption of digital and globalized terms, as well as the reshaping of traditional Indonesian vocabulary to reflect contemporary issues and technological advances. The study concludes that online mass media plays a critical role in shaping contemporary language and accelerating lexical change in Indonesian.
UTILIZATION OF RENEWABLE ENERGY IN MODERN AGRICULTURE IN DENMARK Ramos, Nathaniel; Martinez, Isabel; Fernandez, Carloz; Nampira, Ardi Azhar
Techno Agriculturae Studium of Research Vol. 2 No. 1 (2025)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/agriculturae.v2i1.1997

Abstract

Renewable energy has become an important component in efforts to create sustainable and efficient agriculture in Denmark. The background of this research is the need to improve energy efficiency and agricultural productivity, as well as reduce the environmental impact of fossil energy use. This study aims to evaluate the impact of renewable energy on operational efficiency, agricultural yields, and energy cost reduction. The study used a mixed approach, involving 150 farmers in different regions of Denmark through in-depth surveys and interviews. The results show that renewable energy increases energy efficiency by up to 30%, increases crop yields by 20%, and reduces energy costs by up to 25%. In conclusion, renewable energy not only supports environmental sustainability, but also increases the productivity and profitability of the agricultural sector in Denmark. More research is needed to identify the long-term impacts and more equitable access to renewable energy technologies.
CRIMINOLOGY AND POLICY: AN ANALYSIS OF THE EFFECTIVENESS OF RESTORATIVE JUSTICE APPROACHES ON PRISON OVERCROWDING IN INDONESIA Ramos, Nathaniel; Fernandez, Carlos; Li, Catherine
Cognitionis Civitatis et Politicae Vol. 3 No. 1 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/politicae.v3i1.2920

Abstract

Indonesia faces a severe prison overcrowding crisis, with national overcapacity rates often exceeding 200%. Restorative Justice (RJ) has been formally adopted as a primary policy response, yet its empirical effectiveness as a large-scale diversionary tool to mitigate this crisis remains unverified. This study aimed to quantitatively analyze the effectiveness of RJ implementation in reducing new prison admissions and slowing the growth of total carceral populations in Indonesian jurisdictions. A quasi-experimental, comparative interrupted time-series (ITS) design was employed. Aggregate panel data from 40 matched jurisdictions (20 High-RJ implementation, 20 Low-RJ control) were analyzed over a 120-month period (2015-2024). A fixed-effects regression model was used to isolate the policy’s impact. -Implementation RJ jurisdictions showed significantly slower carceral population growth (9.1%) compared to Low-Implementation controls (38.4%). The regression analysis confirmed a robust, negative relationship between RJ diversions and new prison admissions (B = -0.81, p < .001), demonstrating a near one-to-one substitution effect. The findings provide strong quantitative evidence that RJ is an effective, data-driven policy for mitigating prison overcrowding. The crisis persists not from a lack of a solution, but from a failure of consistent implementation, which must be standardized to realize its full potential.
Co-Authors Fernandez, Carlos Fernandez, Carloz Gonzales, Samantha Li, Catherine Martinez, Isabel Nampira, Ardi Azhar Siti Fatimah