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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

Track Record Model in Employee Performance Optimization Using Weight Product Method Safrizal; Lili Tanti; Surbakti, Dio Febrian; Nurainun
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 2 (2025): February 2025
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i2.721

Abstract

Employee performance improvement is a crucial aspect for the growth and success of a company, especially in the agricultural sector that relies on the quality and competence of human resources. However, subjective and manual employee assessments often face challenges, such as high levels of subjectivity and the time required to complete the process. To overcome these obstacles, this study proposes the use of the Weighted Product (WP) method as an approach to building a track record model in employee performance assessment. This study involves several methodological stages, first by studying the literature related to decision support systems, WP methods, track records, and employee performance assessments. Furthermore, data collection is carried out from a dataset that includes monthly assessments of employee performance based on several criteria such as attendance, cooperation, work quantity, responsibility, and others. The next process involves modeling, where the WP model is designed to produce the maximum total value of the existing assessment criteria. Model validation is carried out through two approaches, namely the Criterion-related Validity Test and the Internal Consistency Test. The test results show that the WP model has a Criterion-related Validity of 0.9851, indicating a strong relationship between the employee scores generated and the assessments given by the supervisor. In addition, Cronbach's alpha reached a value of 1.0, indicating excellent internal reliability of the model. Thus, the use of the WP method in the employee performance tracking system can be considered effective and can improve objectivity and efficiency in employee performance assessment in the context of agricultural companies. This method not only helps in identifying high-performing employees, but also in motivating them to achieve the highest performance standards, which in turn can improve the overall operational quality and reputation of the company
Co-Authors Abd. Rasyid Syamsuri Aini Liza Akhsan Andi Musafir Rusyaidi Anisafitri Anugrah Angraeny Ardilla Sulvina Arpani, Putri Arwin Asriansya Ayu Sahara Azmiatun Bahri, Halida Balqis Aurora Ariani Cindy Fatia Suhelen Damanik, Sofi Junita Rispauli Darmawati Dedi Supoyo Dian Lolyna Elisabet Sagala Dwi Agus Pranata Eva Ayuzar Fazli Rachman Fazli Rachman Halida Harma Hunaini Harpizon, Nadia Adillah Harun Al Rasyid Heriyana Hidayatulloh, Rahmawan Ikramuddin, Ikramuddin Iqramullah, Niki Iskandarsyah Ismail Marzuki Ismail, Reska Putri Jullimursyida Khairawati Khairina Khairul Saleh Khairun Nisa Liber Siagian Liber Siagian Lidiya Putri Lili Tanti Lina Yuswarni M. Fahri M. Solih Batubara M. Subhan MAHMUDI Mariyudi Marzuki Maya Rahayu Melly Wahyundari Miftahul Jannah Abay Minhaji Mochammad Imron Awalludin Mohd Heikal Monoarfa, Fidyawati MUCHSIN Muhamad Ridwan Effendi Muhammad Hayani Muhammad Luthfi Muhammad Rajul Rafiq Mulia Sari MULYADI Mutia Rahmi Naili Surayya Najlir Rahmat Naufal Bachri, Naufal Nilam Permatasari Nisa Andriani Regar Nisa Nurhasanah Purba Nita Agustina Nur Amna Febriyani Nur Sakinah Aries Nurhadijah Nurlianti Moma Nurul Atifa Nurul Febriyani Harahap Oksari Anatasya Sihaloho Pinem, Windawati Pingki Wildayanti Prishandani, Arini Putri Dwi Yulisa Rahastriana Rais Rahma Ashari Hamzah Rahmaniar Rakinten, Abdillah Ramadhany, Dean Tiara Reza Azurma Rico Nur Ilham Rif’ah Rilza Yusifa Wanda Riomas Meliana Lumban Siantar Risa Novia Ristati Rosdelima Rangkuti Rusydi Abubakar Safrizal Saleha Hannum Samsul Bahri Sania Ulpah Sapna Biby Siti Maimunah Siti Nurhaliza Sofwatun Nabilah Sri Hadiningrum Suci Rahayu Supriadi Surbakti, Dio Febrian Surya Dharma T. Edyansyah, T. Edyansyah Tamba, Relly Tri Yusvira. P Triana Wulandari Ummul Khaeri Nisa Wahyu Fuadi Yana, Lisa Dwi Yusnaini Zahrani, Efi Zubaidah Amir, Zubaidah