AIRAAIRA

Journal of Information Systems and Technology ResearchJournal of Information Systems and Technology Research

Digital technology adoption in rural communities remains a major challenge due to limited infrastructure, weak internet connectivity, and low levels of digital literacy, which contribute to persistent gaps in digital inclusion. This study aims to analyze the socio-economic factors that influence technology adoption in Kuta Baru Village by applying data mining techniques with the Apriori algorithm within the Knowledge Discovery in Database (KDD) framework. A survey was conducted on 50 respondents selected using purposive sampling, and variables such as education, income, occupation, and internet access were encoded into binary items for analysis. The Apriori algorithm was executed with a minimum support threshold of 15% and a minimum confidence threshold of 60% to extract association rules. Results show that the strongest rule was “Low Internet Access ⇒ Weak Signal with 100% confidence and 30% support, highlighting infrastructure as the most critical barrier. Another key finding revealed that respondents with education levels above high school had an 85% confidence of using the internet, while those with monthly incomes greater than IDR 3 million demonstrated a 78% confidence of adopting digital technologies. Furthermore, formal sector occupations were associated with consistent internet usage at 72% confidence. These findings suggest that improving infrastructure must be complemented by strengthening socio-economic conditions, particularly education and income, to accelerate rural digital transformation. The study provides empirical evidence and practical implications that can inform policymakers in designing targeted programs to bridge the rural digital divide.

The study reveals that weak internet signals are a primary obstacle to digital technology adoption in Kuta Baru Village.Furthermore, higher education levels and increased income are positively correlated with greater technology adoption rates.These findings underscore the need for integrated strategies that address both infrastructural limitations and socio-economic disparities to promote digital inclusion in rural communities.

Future research should expand the dataset to encompass multiple rural communities to enhance the generalizability of the findings. Investigating the effectiveness of different data mining algorithms, such as FP-Growth or machine learning models, in conjunction with Apriori could provide more robust and scalable insights into adoption patterns. Additionally, exploring the role of digital literacy training programs tailored to the specific needs of rural populations, alongside infrastructural improvements, presents a promising avenue for accelerating digital transformation and bridging the rural digital divide. These investigations should consider the interplay between technological access, skill development, and economic empowerment to formulate comprehensive strategies for fostering sustainable digital inclusion in rural areas.

  1. 0. pdf obj metadata endobj extgstate xobject procset text imageb imagec imagei mediabox contents group... inass.org/wp-content/uploads/2022/11/2023043015-3.pdf0 pdf obj metadata endobj extgstate xobject procset text imageb imagec imagei mediabox contents group inass wp content uploads 2022 11 2023043015 3 pdf
  2. Penerapan Algoritma Apriori Dalam Menganalisis Pola Minat Beli Konsumen Di Coffee Shop | JEKIN - Jurnal... doi.org/10.58794/jekin.v3i1.483Penerapan Algoritma Apriori Dalam Menganalisis Pola Minat Beli Konsumen Di Coffee Shop JEKIN Jurnal doi 10 58794 jekin v3i1 483
  3. Pengembangan Sistem Rekomendasi Produk Berdasarkan Pola Pembelian dengan Pendekatan Algoritma Apriori... ejournal.sisfokomtek.org/index.php/jikom/article/view/2718Pengembangan Sistem Rekomendasi Produk Berdasarkan Pola Pembelian dengan Pendekatan Algoritma Apriori ejournal sisfokomtek index php jikom article view 2718
Read online
File size810.28 KB
Pages10
DMCAReport

Related /

JURIS CHARACTER EDUCATION FOR MENTAL RESILIENCE A SYSTEMATIC LITERATURE REVIEW ON CHILDREN S WELL BEING IN THE AI ERA 2026More at 2026

UMMUBAUMMUBA Identified protective factors include positive parent-child bonds, peer support, family resilience, and community involvement, while risk factors includeIdentified protective factors include positive parent-child bonds, peer support, family resilience, and community involvement, while risk factors include

JURIS Transformation of Islamic Law in Responding to the Challenges of Modernity by Integrating Classical Fiqh and Contemporary Fiqh 2025More at 2025

UIIDALWAUIIDALWA Islamic law, as a legal system rooted in religious traditions and values, faces great challenges in adapting to the dynamics of modern life. ContemporaryIslamic law, as a legal system rooted in religious traditions and values, faces great challenges in adapting to the dynamics of modern life. Contemporary

JURIS ANALYSIS OF DIGITAL TECHNOLOGY AS A BUSINESS STRATEGY TO INCREASE SALES TURNOVER FOR CULINARY MSMES IN BANJARNEGARA 2025More at 2025

STIE PENASTIE PENA Untuk bertahan dalam pasar yang kompetitif, UMKM kuliner harus memeluk dan menerapkan alat-alat digital ini secara efektif untuk mengoptimalkan prosesUntuk bertahan dalam pasar yang kompetitif, UMKM kuliner harus memeluk dan menerapkan alat-alat digital ini secara efektif untuk mengoptimalkan proses

JURIS The Effect of Instagram Social Media Promotion Optimization on Sales Volume at Gallery Rajut Bandung 2025More at 2025

STIE PENASTIE PENA Using a quantitative associative descriptive method, data were collected through questionnaires from 75 people who are work with Gallery rajut bandung.Using a quantitative associative descriptive method, data were collected through questionnaires from 75 people who are work with Gallery rajut bandung.

JURIS Identifying Tarbiyah Ta lim and Ta dib as a Grand Design for Character Education for the Younger Generation 2025More at 2025

MCMC The findings indicate that although tarbiyah, talim, and tadib possess distinct meanings, all three share a common goal in shaping a holistic form of IslamicThe findings indicate that although tarbiyah, talim, and tadib possess distinct meanings, all three share a common goal in shaping a holistic form of Islamic

JURIS Strategic Collaborations and Diversification Pathways to Sustainable Growth in Bali s Tourism Village and Business Ecosystems 2025More at 2025

UNUDUNUD To support sustainable tourism and improve community welfare, it is recommended that the government and stakeholders strengthen the promotion of localTo support sustainable tourism and improve community welfare, it is recommended that the government and stakeholders strengthen the promotion of local

JURIS The Implementation of Administrative Services through Application of Digital Technology in Medokan Ayu to Increase the Service Quality for People 2025More at 2025

PENCERAHPENCERAH Pemerintah Kota Surabaya berupaya mendekatkan layanan kepada masyarakat dan meningkatkan kemudahan akses terhadap layanan administrasi. Penelitian iniPemerintah Kota Surabaya berupaya mendekatkan layanan kepada masyarakat dan meningkatkan kemudahan akses terhadap layanan administrasi. Penelitian ini

JURIS Environmental Governance in The Division of Roles International Institutions and Government Institutions in African Countries 2023More at 2023

PSPPJOURNALSPSPPJOURNALS Namun, ada peluang untuk meningkatkan tata kelola lingkungan melalui kerjasama yang lebih baik, kebijakan yang lebih efektif, dan investasi yang lebihNamun, ada peluang untuk meningkatkan tata kelola lingkungan melalui kerjasama yang lebih baik, kebijakan yang lebih efektif, dan investasi yang lebih

Useful /

JURIS Design and Implementation of a Dual Cloud IoT Air Quality Monitoring System Using Fuzzy Mamdani Method 2025More at 2025

AIRAAIRA A key novelty of this research is the adoption of a dual-cloud architecture, combining ThingSpeak and Blynk, to enhance data accessibility, visualization,A key novelty of this research is the adoption of a dual-cloud architecture, combining ThingSpeak and Blynk, to enhance data accessibility, visualization,

JURIS Resilience in Bali s Accommodation Businesses Amidst COVID 19 Pandemic A Survival Analysis 2025More at 2025

UNUDUNUD Hotel yang beroperasi selama 10 tahun terakhir memiliki tingkat kelangsungan hidup sebesar 70%, sementara hotel yang beroperasi lebih dari 40 tahun hanyaHotel yang beroperasi selama 10 tahun terakhir memiliki tingkat kelangsungan hidup sebesar 70%, sementara hotel yang beroperasi lebih dari 40 tahun hanya

JURIS Quantum Tourism in Bali Integrating Cultural Heritage with Advanced Technologies for a Transformative Travel Experience 2025More at 2025

UNUDUNUD Untuk pengembangan yang berkelanjutan, diperlukan pendekatan strategis yang menggabungkan warisan budaya kaya dan energi spiritual Bali dengan investasiUntuk pengembangan yang berkelanjutan, diperlukan pendekatan strategis yang menggabungkan warisan budaya kaya dan energi spiritual Bali dengan investasi

JURIS Pola Konsumsi Makan Dan Kejadian Underweight Balita Di Wilayah Kerja Puskesmas Anggut Atas Kota Bengkulu 2024More at 2024

POLTEKKES JAYAPURAPOLTEKKES JAYAPURA 001). Kesimpulan, anak yang memiliki pola konsumsi makan kurang (skor ≤ 500) ditemukan pada seluruh balita namun kelompok kasus lebih tinggi dibanding001). Kesimpulan, anak yang memiliki pola konsumsi makan kurang (skor ≤ 500) ditemukan pada seluruh balita namun kelompok kasus lebih tinggi dibanding

ads-block-test