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All Journal IRJE (Indonesian Research Journal in Education) eProceedings of Engineering
Ladkoom, Kobthong
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Humanities Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Social Sciences

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Analisis dan Pengkajian IT Readiness TRI 2.0 PT XYZ dalam Penggunaan International Forwarding Management System Azizah, Ainun; Yasirandi, Rahmat; Ladkoom, Kobthong
eProceedings of Engineering Vol. 10 No. 5 (2023): Oktober 2023
Publisher : eProceedings of Engineering

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Abstract

Abstrak — The development of technology at this time is undergoing rapi Perkembangan teknologi pada saat ini mengalami perubahan yang pesat dan membuat orang harus beradaptasi. Salah satu kegiatan Freight forwarding adalah kepengurusan dokumen dalam hal ini perusahaan memanfaatkan sistem manajemen untuk memudahkan proses bisnis. Penilitian ini memilih studi kasus penggunaan sistem IFMS karena pengunaannya masih tergolong baru, sehingga diperlukan analisis dan pengkajian untuk mengetahui tingkat kesiapan dalam mengadopsi teknologi baru. Metode pengukuran yang digunakan pada penelitian ini menggunakan model Technology Readiness Index (TRI). Penelitian ini menggunakan 9 responden pada PT XYZ sebagai sampelnya. Setelah data terkumpul, dilakukan analisis data dengan uji nilai TRI. Adapun departemen yang dilaksanakan penilaian TRI ialah departemen Finance and Accounting, Sales, Customer Service Operation, dan juga Management. Pengujian nilai TRI pada departemen Finance and Accounting 3,25 berada pada kategori Medium Technology Readiness, nilai TRI departemen Sales 2,84 diperoleh tingkat kesiapan berada pada kategori Low Technology Readiness, pada pengujian nilai TRI pada departemen Customer Service Operation 4,31 berada pada kategori High Technology Readiness dan pada pengujian nilai TRI yang telah dilaksanakan pada departemen Management 3,06 berada pada kategori Medium Technology Readiness. Nilai TRI yang diperoleh tersebut merupakan tingkat kesiapan pegawai dalam penggunaan aplikasi IFMS.Kata Kunci— IT Readiness, Technology Readiness Index (TRI), Sistem Manajemen IFMS, Freight Forwading
Lexicon-enhanced aspect-based sentiment analysis for evaluating Indonesian learning applications Wibowo, Jonathan Arya; Lubis, Muharman; Utomo, Rio Guntur; Ladkoom, Kobthong
Indonesian Research Journal in Education |IRJE| Vol. 10 No. 3 (2026): IRJE |Indonesian Research Journal in Education| in Progress|
Publisher : Universitas Jambi, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22437/irje.v10i3.55965

Abstract

This study evaluates user perceptions of two Indonesian learning applications, Ruangguru and Pahamify, through lexicon-enhanced aspect-based sentiment analysis of 14,768 Google Play reviews published between 2020 and 2025. EduAppLex-ID, a pilot domain lexicon containing 46 multiword expressions, was developed as an extension of the Indonesian Sentiment Lexicon. Overall sentiment toward both applications was favorable, with Pahamify showing a small but statistically significant advantage. Pedagogical quality received the most positive evaluation, whereas system quality was evaluated negatively for both applications. Monetization produced the largest difference between the applications. A lexicon audit identified eighteen high-frequency entries whose polarity assignments were unsuitable for the educational-application domain. These entries accounted for approximately one-fifth of the corpus’s sentiment mass, and their removal increased the observed between-application effect size. Because no human-annotated validation dataset was available, interpret the findings as exploratory evidence. The results demonstrate the importance of domain-specific lexicon calibration and aspect-level analysis when examining Indonesian educational-application reviews.
Co-Authors Azizah, Ainun Muharman Lubis Rahmat Yasirandi Rio Guntur Utomo Wibowo, Jonathan Arya