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Journal : Journal of Innovation and Future Technology (IFTECH)

PEMILIHAN DOSEN TELADAN BERPRESTASI DENGAN METODE MULTI ATTRIBUTE UTILITY THEORY (MAUT) Pujiastuti, Lise; Amin, Ruhul; Hariyanto, Hariyanto; Supriyatna, Adi; Christian, Ade; Sumanto, Sumanto
Journal of Innovation And Future Technology (IFTECH) Vol 6 No 2 (2024): Vol 6 No 2 (August 2024): Journal of Innovation and Future Technology (IFTECH)
Publisher : LPPM Unbaja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/iftech.v6i2.3398

Abstract

This study aims to evaluate the performance of lecturers in higher education using the Multi Attribute Utility Theory (MAUT) method. The main problem faced is the complexity of assessing lecturers based on the Tri Dharma of Higher Education-education, research, and community service-as well as the challenges of subjectivity and inefficiency in manual assessment. MAUT was chosen due to its ability to consider various assessment criteria in a structured and objective manner and follows the standardization of outstanding lecturer assessment including: Education, Research, Community Service, Discipline, Commitment, Cooperation Ability and Ability to innovate. The results showed that Adi Fajar Insani had the best performance with a total final score of 1.01, while Dian Eka Fitriani had the lowest score of 0.00. The MAUT method proved effective in providing a comprehensive and fair assessment, overcoming the limitations of traditional methods that are not thorough. The conclusion of this study is that the application of MAUT can improve the objectivity, efficiency, and accuracy of the lecturer evaluation process, thus encouraging the improvement of lecturer quality and productivity in various fields. Further research is recommended to develop more relevant assessment criteria, involve larger samples, and explore the use of more sophisticated technology to support the assessment process.
ANALISIS MACHINE LEARNING UNTUK PREDIKSI PENYAKIT PARU-PARU MENGGUNAKAN RANDOM FOREST Christian, Ade; Hariyanto, Hariyanto; Yani, Ahmad; Sumanto, Sumanto
Journal of Innovation And Future Technology (IFTECH) Vol. 7 No. 1 (2025): Vol 7 No 1 (Februari 2025): Journal of Innovation and Future Technology (IFTECH
Publisher : LPPM Unbaja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/iftech.v7i1.3906

Abstract

Lung diseases, including COPD, lung cancer, and asthma, are serious global health issues, causing over seven million deaths annually. Advanced technologies, such as deep learning and the Random Forest algorithm, have been effectively utilized to detect and classify lung diseases from imaging data with high accuracy. This study aims to demonstrate the effectiveness of Random Forest in predicting lung diseases. The dataset used consists of 30,000 records with 11 attributes, collected from Kaggle and processed using Orange software version 3.36.2. The implementation of the Random Forest algorithm was conducted with 10 decision trees and six attributes considered at each split. The model was tested using Cross Validation with 10 folds. The testing results showed an AUC value of 0.993, indicating a very high level of accuracy. A confusion matrix was used to measure the model's performance through various metrics, including accuracy, precision, recall, F1-score, and AUC. This model achieved high accuracy, with ROC AUC values of 0.453 for predicting the presence of lung disease and 0.547 for predicting its absence. These results confirm that the Random Forest algorithm is an effective predictive tool for identifying lung diseases. This study makes a significant contribution to the development of more accurate and efficient diagnostic techniques, assisting medical professionals in identifying lung diseases in patients. With a deeper understanding of how this algorithm operates in the healthcare domain, it is expected to significantly enhance the quality of patient diagnosis and care.
Co-Authors Abdul Aziz Abdul Aziz Nasihuddin Abdul Rokhim Abdul Wahid Abung, Miranda Ade Christian, Ade ADELIA Adi Supriyatna Adiastuti, Siti Adjat Sudradjat Adnan, Andi Astinah Afkar, Afkar Jihad Al-afghani Ahmad Jurnaidi Wahidin ahmad yani Ahmad Zamzuri Ahmad Zayyadi, Ahmad Ahmat Saiful Al Farisi, Al Farisi Ali Maskur Alif Luthvi Azizah Amanati, Dwi Wahyu Aminuyati Amita Sri Devi, Amita Sri Andayani, Lies Andriyono Andriyono, Andriyono Andronias Siregar Andyanita Hanif Hermawati Anggiyanti, Ismi Maulina Ansharullah Ansharullah Ansori, Mohammad Apriliyani, Resti Ardiana Hanatan Arief Wibowo Arief, Mohammad Yahya Arifin, Fakhrur Rozi Aris Wahyu Kuncoro Arrazi, Muhammad Farisian Aslan, Jamal Astiti, Niken Yuni Aulia Sanova Aulia, Risma Nurul Azizah, Mabarroh Azizah, Nur Dita Azzahidah, Mutammimatul 'Abidah Azzahro, Fathimah Bibit Sudarsono Cahyariza, Nosa Ika Candra Agus Wahyudhi Daniel Parenden, Daniel Darma, Widia Daud Rismana Dessy Wahyuni Destini, Frida Dewanto Sukistono Dewi Liesnoor Setyowati Dharma, Anggi Surya Diah Sudiarti Dian Permata Sari Djoyonegoro, Ngasiman Djunu, Sri Suryaningsih Donda, Donda Dwi Budi Santoso Dwi Kristanto Dwi Kurniawan, Muchlas Adi Dwiono, Rija Edy Kustiani Ema Mar’ati Sholecha Emyus, A.Zaky Endra Priawasana Eppang, Paulus Erni Erni Fadillah, Nor Fadlan Sejati, Herlambang Fadzil, Rozlinda Mohamed Fahris, Syaiful Fahrudin Hanafi, Fahrudin Fahrul Ilham Faisal Husni, Akhmad Faizin, Ali Nur Fandiyanto, Randika Ferdian Eka Ramadhan, Muhammad Firatama, Aditya Dandy Firayanti, Yuni Firdausi , M.Imam Firdausi, M.Imam Fitriyah Fitriyah Ginting, Manan Gunarhadi Gunarhadi, Gunarhadi Hadi Hadi Hakimi, Abdul Rahim Halil, Mohamad Hanif Fudin Harisudin, Muhammad Noor Hariyanto, Arif Hariz, Hajar Salamah Salsabila Herayati, Herayati Hikamah, Siti Roudlotul Hikmawan, Oksya Hotlan Samosir Hutajulu, Poltak Evencus Ibnudin Ibnudin, Ibnudin Ichwanul Muslim Karo Karo Ida Lestari Idamatussilmi, Idamatussilmi Imam Asmarudin Intan Safitri, Intan Isnaeni, Diyan Isnania Isnania Iyer, Puneet Izzatika, Amrina Jahra, Pati Matu Joko Nurkamto Joko Suryono Juhadi Juhadi kadar pamuji Karo karo, Justaman Arifin Kartika, Monika Umi Kasmawati, Yuni Khadri, Moh. Kholiq, Achmad Khomaeni Hayatullah, Imam Koen Hendrawan Kurnia R, Rina Kusumastuti, Sri Lestari Laili, Intan Ayu Nur Latif, Adam Lita Permata Sari Loliyana Loliyana Lukman Hanafi M. Fajar Nurwildani Mabarroh Azizah Maimunah, Maimunah Mar’an, Desy Awal Marbun, New Vita Mey Dessty Mardani Mardani Marhamah Marhamah Marini . Marlin, Resty Haffy Mar’an, Desy Awal Maskun Masta'in, Masta'in Maulidna, Maulidna Meidina, Ahmad Rezy Meinarti, Seli Miftahul Falah mirajhusnita, Isradias Mirnandaulia, Meutia Mochamad Nandi Susila Mourtadhoi, Abdallah Muh. Rusdi Muhamad Rusdi Muhammad Bahrul Ulum Muhammad fauzan Muhammad Fauzan Muhammad Hamdan Muhammad Saleh Tajuddin Muhammad Zubair Mukhlis, Muhammad Mutawalli Muslim, Imam Bukhori Mussammil, Mussammil Mustaghfir, Adil Mustofa Mustofa Muzakki, Rizdam Firly Nasruliyah Hikmatul , Maghfiroh Naval Ballesteros, Richard Nelly Astuti Nelza, Novia Nizlel Huda Norhaiden Unsil Nugraheni Hadiyanti Nunna, Bhanu Prakash Nur Putri Hidayah Nuralam Syamsuddin Nurcahyo, Agung Wilis Nurhayati, M Sinta Nurhidayatuloh Nurhidayatuloh, Nurhidayatuloh Nuri, Siti Anisa Nuriyah , Nuriyah Nuriyah, Nuriyah Nurwahidin, Muhammad Nurweni Saptawuryandari Oksep Adhayanto Pakpahan, Maruji Pardede, Erwin Pascalian Hadi Pradana Perdana, Dayu Rika Permonoputri, Rifi Maria Laila Fitri Prasetyo, Abdul Rahman Prastama, Hizkia Yustin Pratama, Dinar Rezky Pujiastuti, Lise Putra, Agung Dian Putri, Nurdini Estika Rachmiadji, Irwan Rahma Hayati Ramin, Moh. Ratna Dewi, Adik Agus Sri Rere, L.M.Rasdi Rini, Denik Ristya Riris Ardhanariswari Rispawati, Rispawati Robati, Kisti Rohmad, Arif Nur Rohman, Abdu Rohman, Mohammad Alfan Abdul Rokhayati, Erna Romundza, Febbry Roviqoh, Vella Ruhul Amin, Ruhul Rusdi Toyyib, Nurullah Sabdo, Sabdo Sadjidon Sadjidon Safarina, Sena Said Said, Said Saim, Saim SANTOSO SANTOSO Santoso, Fatih Rizqi Saptono Putro Saputro, Mihardo Sariman, Farid Satito, Aryo Sejati, Herlambang Fadlan Sentot Kusairi Setiadi, Arif Setiawan, Agung Hadi Setiawan, Sinta Ayu Seventeen, Winny Lian Shalihah, Fihtriatus Sheilla Yunika Simanjuntak, Andreas Rumata Simanungkalit, Penni A Siregar, Emil Salim Parhimpunan Siregar, Sahat Siska Mega Diana Siswantari Pratiwi Sitepu, Evi Christiani Siti Kunarti Siti Nurjanah Slamet Hariyadi Soetarno Joyoatmojo, Soetarno Songidan, Junaidi Sri Utaminingsih Sri Yenny Pateda Sugianto Sugianto Sugiharto, Nur Aziz Sugihyono, Sugihyono Sugiono, Mohammad Cipto Suhandayati, Elviana Suharto Suharto Suhud Wahyudi Sukarti Sukarti Sumanto, Sumanto Sun'an, Siti Habiballah Suparmoko, Yuphi Handoko Suparyadi, Zakharia Suprap, Suprap Supriyadi Supriyadi Supyanto, Supyanto Susilo Swastika Dhesti Anggriani Syabuddin Gade Syaefulloh Syahruddin Syahruddin Syaichon, Rizqi Azam Syaputra, Abe Wisnu Tahir, Muhlis Tantra, Manggala Wiriya Tarigan, Enda Rasilta Br. TB, Andi Tedi Sudrajat Tengku Rachmi Hidayani, Tengku Rachmi Tiofani, Stacy Tirto Suwondo Tri Kuat, Tri Tumbelaka-Wieland, Josephine Mariana Ummu Radiyah, Ummu Utami, Camelia Vanessa Gaffar Veithzal Rivai Zainal Ventianus Sarwoyo Wachju Subchan Wahyu Tri Astuti, Johan Walyono, Walyono Wijaya, Satria Aji Winanto, Oey Natanael Yoga Fernando Rizqi Yohanes Adhi Satiyoko Yudha Praja, Yudha Yunianto Yunianto Yusman, Nurjannah Yuspik, Yuspik Yusra Jamali Zakiyah, Ninik Zebua, Yaterorogo