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Journal : Infotech Journal

PENENTUAN PENYUSUTAN ASET TETAP PADA MANAJEMEN ASET MENGGUNAKAN ALGORITMA BINARY SEARCH Purnomo, Dwi; Fitri Anggraeni; Dewi Sahara Nasution; Satria Putra Utama; cahyadi
INFOTECH journal Vol. 10 No. 2 (2024)
Publisher : Universitas Majalengka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31949/infotech.v10i2.10891

Abstract

Assets are objects that have value and must be recorded, also commonly referred to as wealth. Assets can be capital, objects, land and buildings. The increasing number of assets will continue to grow and get bigger, problems arise when maintaining and monitoring the value of assets that have dynamic value over time. This research aims to group asset data using the Binary Search algorithm. So it will be easy to identify and know the final asset value which will be used by company or organizational decision makers in terms of asset renewal or asset replacement.
PENILAIAN ESAI MATA KULIAH BAHASA INGGRIS BERBASIS MACHINE LEARNING MENGGUNAKAN ALGORITMA REGRESI LINIER Cahyadi; Purnomo, Dwi; Dewi Sahara Nasution; fitri anggraini
INFOTECH journal Vol. 11 No. 1 (2025)
Publisher : Universitas Majalengka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31949/infotech.v11i1.13014

Abstract

Manual essay assessment is time-consuming and subjective. This study proposes an automated evaluation system using a linear regression algorithm to improve efficiency and objectivity. The model analyzes linguistic and structural features such as word count, sentence length, word complexity, and grammatical patterns. The dataset consists of student essay scored by tutors  as training references. Natural Language Processing (NLP) techniques are applied to extract linguistic features and map reference scores using linear regression. The system helps instructors provide more consistent and efficient feedback while reducing subjectivity in grading. Additionally, this approach enhances assessment scalability, making it applicable to large numbers of essays. However, the model has limitations, particularly in understanding deep contextual meaning, creativity, and argument coherence. Future improvements may integrate advanced NLP models to enhance comprehension. Despite its limitations, this system presents a valuable step toward automated essay assessment in education
Co-Authors Abdul Hamid Addian Nur Rijal Adikarna, Sucipto Agustina, Yuniar Agustini Agustini, Agustini Ahmad Hamim Su’udy Akwan, Muhammad Syamsul Al Azis, Abdullah Al Faruq, Fauzan Mujahid Alam, Raja Intan Aldiansyah, Rizky Alfarisi, Abirizal Amran Jaenudin Andini, Astrid Khalda Kusuma Ary Mustofa Ahmad As Shobri, Faral Sahdi Asmillah, Abd Aswin Nasution Ayulinda, Dini Bagas Ansori, Afif Bangun, Wilyatin Agustina Budi Sawitri Budirokhman, Dodi Cahyadi cahyadi cahyadi Chundakus Habsya Dante, Puntigavere Despita, Rika Desriantomy Desriantomy Dewi Fithria Dewi Sahara Nasution Dian Wulandari Dini Kristianti, Dini Dodi Budirokhman Dwi Pratama, Dadan Dwidjono Hadi Darwanto Ernah, Ernah Fandi Ahmad Faqih , Achmad Farida Wulandari Fernanda, Yan fitri anggarini Fitri Anggraeni Fitri Anggraini Fitri Marisa Fitri Marisa Fitri Marisa Fitriani, Ira Grafikasari, Nurdinda Gunawan Gunawan Gunomo Djoyowasito Hadian Artanto Hafidz Sanjaya, Hafidz Halid, Abd. Heny Setyawati Hidayat, Fajar Maula Ibnu Mubarok Ilmuddin, Ilmuddin Ilyas Ilyas Irham, Irham Irvan Subandar Istiadi Jaenudin, Amran Jaenudin Jamhari, Jamhari Joko Prasetyo Khaerudin, Urip Laksono Trisnantoro Latjemma, Sudirman Lazuardy Tembang, Lazuardy Lesmana, Jepi Madani, Annisa Mahira, Azzahra Maulida Mansur S Pahude Mardhoni, Hariyanto MARIFANI FITRI ARISA Maswindra, Maswindra Maulana, Syahrul Melda, Melda Muhammadun, Haris Nabilah, Salma Nurul Dzakiyyati Nafiroh, Alun Nailul Ulum, Muhammad Showi Nasril, Moh. Nasution, Dewi Sahara NIZAR, ACHMAD Nugraha, Imam Adi Nurfarizi, Farhan Oetomo, Wateno Ovtiani, Amelia Nur Pahude, Mansur S. Pramulya, Rahmat Prasetyo, Nanang Budi Purnama, Adet Chandra Raden Mohamad Herdian Bhakti Roestandi, Dendy Rokhyanto Rokhyanto, Rokhyanto Rosid, Mohammad Sai'in, Ali Sandra Sandra Setiawan, Timotius Shafara, Sonia Nanda Soekardi, Soekardi Suhertin, Suhertin Sunaryo, Yoyo Supiyan, Supiyan Supriyadi Supriyadi Surawinata , Tadjudin Surawinata, E. Tadjudin Syafitri, Euis Tadjudin, E Taryo, Taryo Umut, Rosula Moresta Wicaksono, Ferdyansyah Winarti Yeha, Meylina Fajar Wiranto, Heri Wiwik Handayani Yayat Rahmat Hidayat, Yayat Rahmat Yusuf, Ramdan Zaini Fadhilah, Reza Zuchrotus Salamah