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All Journal Journal of Applied Finance & Accounting Jurnal PAJAR (Pendidikan dan Pengajaran) Pendas : Jurnah Ilmiah Pendidikan Dasar Jurnal Pengabdian Magister Pendidikan IPA Abdimas Umtas : Jurnal Pengabdian kepada Masyarakat JPMI (Jurnal Pembelajaran Matematika Inovatif) Jurnal Informatika Ekonomi Bisnis Menara: Jurnal Teknik Sipil Jurnal Ilmiah Manajemen Kesatuan Medika Teknika : Jurnal Teknik Elektromedik Indonesia Akrab Juara : Jurnal Ilmu-ilmu Sosial Jurnal Kesehatan dan Pembangunan Jurnal Akuntansi, Manajemen dan Ilmu Ekonomi (JASMIEN) CRJIM (Clinical and Research Journal in Internal Medicine) Mosharafa: Jurnal Pendidikan Matematika JURNAL ILMIAH PENJAS (Penelitian, Pendidikan dan Pengajaran) International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Jurnal Kolaboratif Sains OrchidAgro Journal Of Science Education And Management Business JAIA - Journal of Artificial Intelligence and Applications Jurnal Gramaswara: Jurnal Pengabdian kepada Masyarakat Journal of Social And Economics Research Agrivet: Jurnal Ilmu-ilmu Pertanian dan Peternakan Jurnal Pendidikan Indonesia (Japendi) Indo-Fintech Intellectuals: Journal of Economics and Business Jurnal Informatika Ekonomi Bisnis Asian Journal of Law and Humanity HUMANITIS : Jurnal Humaniora, Sosial dan Bisnis Vilvatikta: Jurnal Pengembangan Bahasa dan Sastra Daerah Manajerial : Journal Manajemen pendidikan islam Frontiers in Community Service and Empowerment Patisambhida : Jurnal Pemikiran Buddha dan Filsafat Agama At Tawazun Jurnal ekonomi Islam Journal of Governance and Public Administration Jurnal Intelek Dan Cendikiawan Nusantara IAS Journal of Localities JER Pangale Journal of Forestry and Environment The Indonesian Journal of Computer Science Pojok Guru KIC Jurnal Pengabdian Kepada Masyarakat Ilmu Komunikasi Civilia: Jurnal Kajian Hukum dan Pendidikan Kewarganegaraan journal of social and economic research Jurnal Ilmiah Multidisiplin Tarbiyah Darussalam : Jurnal Ilmiah Kependidikan dan Keagamaan Proceeding International Conference on Education NAWASENA: Journal of Community Service Journal of Biology Science and Education Mathematics Education Journal Jurnal Pendidikan dan Kebudayaan Jurnal Pendidikan dan Kebudayaan Darussalam : Jurnal Ilmiah Islam dan Sosial
Lusiana
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Journal : JAIA - Journal of Artificial Intelligence and Applications

 1 
Product Classification Based on Categories and Customer Interests on the Shopee Marketplace Using the Naïve Bayes Method Muhammad Oase Ansharullah; Wirta Agustin; Lusiana; Junadhi; Susi Erlinda; Fransiskus Zoromi
JAIA - Journal of Artificial Intelligence and Applications Vol. 2 No. 2 (2022): JAIA - Journal of Artificial Intelligence and Applications
Publisher : STMIK Amik Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33372/jaia.v2i2.888

Abstract

Marketplace is an electronic product marketing platform that brings together many sellers and buyers to transact with each other. The large variety of products sold on Shopee is one of the reasons this application is in great demand by all walks of life. However, the weakness of the large variety of products sold in a marketplace causes buyers who have no potential to buy these products. To overcome this problem, it is necessary to do a classification to determine which products are most in demand by customers. Product categories consist of: Clothing, Beauty Products, Daily Goods, Electronics, and Accessories. The classification method used is Naïve Bayes and the software used is WEKA. The next data collection is done by distributing questionnaires to the existing customers on social media namely, Whatsapp and Instagram, the distribution of the questionnaire is conducted through Google form. There are 90 questionnaires that will be distributed in this study. Some of the indicators asked in the questionnaire namely, do you like shopping online? And what marketplaces are commonly used. These results will be the training data. Interest categories are divided into 4 categories, namely: Very interested, Interested, Not interested, Very not interested. The results obtained in this study are clothing products (72 respondents) are products that are in great demand, daily goods products (7 respondents) are products of interest, beauty and electronic products (5 respondents) are products that are not in demand, and accessories (1 respondents ) is a product that is not very attractive to customers on the Shopee marketplace
Prediction of Student Study Duration Using Multiple Linear Regression Method Fitri, Triyani Arita; Rahmawati; Lusiana; Rini Yanti
JAIA - Journal of Artificial Intelligence and Applications Vol. 3 No. 2 (2023): JAIA - Journal of Artificial Intelligence and Applications
Publisher : STMIK Amik Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33372/jaia.v3i2.1054

Abstract

Data mining is a process of extracting valuable and meaningful information from large or complex data sets. In the field of education, data mining can be used to predict the length of study of students by identifying factors that affect the length of study of students. This research aims to predict the length of study of students and to find out the most influential variables in completing the length of study. The method used in this research is the Multiple Linear Regression method. Training data as much as 292 data is taken from data on graduates from 2016 - 2018. While the testing data is taken from the active student data class of 2018 as much as 148 data. The model formed will be evaluated to determine the accuracy and RMSE values. The results showed that the Multiple Linear Regression method succeeded in carrying out the prediction process optimally with a percentage accuracy value of 85%, and an RMSE value of 0.76, which means that the error rate of this model is very low. Based on the resulting coefficient value, the SKS variable is the most influential variable in the length of study of students.
Co-Authors -, Zulkahfi Abdul Rasyid Adilah Adiwijaya, Hamdan Drian Agus Darmuki Agus Hartono Agustin Allen Marga Retta, Allen Marga Amarullah Malik Anam, M Khairul Anang Sugeng Cahyono, Anang Sugeng Andrian, Danny Anggraini, Tanda Cinara Anjarwati, Ani Anwar, Nurfiah ARIE PRIMA Arif Yuswardi Ariyani, Vince Armiati Asmita, Sri Astrilina, Lia Aulia Maharani Awwaliah, Siti Baharuddin Buji, Grace Evelina Candra, Deri Catur Wahyu Priyanto Chandini, Anggela Charli, Chintya Ones Dedi Saputra Dedy Darmansyah Delti Limbong Tiboyong Diansyah Putra, Rio Dinda Trisakti Wahyuningtya Drian Adiwijaya, Hamdan Duano Sapta Nusantara Elfiswandi Elvira Endah, Felia Epi, Yus Erlia Utami Panjaitan Euis Maesaroh Faizin, Rusdi Fani Ando’ Febriani, Fenti Feri Tiona Pasaribu Fifianti Rudy Firdaus, Muhammad Bambang Fitriana, Arum Frans Marzuki Fransiskus Zoromi Fuadiah, Nyiayu Fahriza Ghina Nurjannah Gumiwang Ariswati, Her Hamdan Drian Adiwijaya Hana Pertiwi Harefa, Pasrah Hari Wisana, I Gede Dewa Hariyanto, Budi Harnon Her Gumiwang Ariswati Herlina Herlina Farid, Indah Hermanto Hermanto Hermawan, Adi Hidayat, M. Fitrah Hudi Yusuf I Dewa Gede Hari Wisana Ifrohati Indra, Tomi Indri Iriani Indriatie Irmawansi Rorrong Ismirotin, M. ALI MUHSON Junadhi Junadhi Kartika Dewi , Tita Kristiana, Yulia Kussifa, Sofiana Lestari, Nia Ayu Levana Dhia Prawati Lilies N Tangge Lira, Lira Hayu Afdetis Mana Lubis, Donly Wance Lutfiyatul Fahrieyah Luthfiyah, Sari M. Yogi Riyantama Isjoni Marlin, Revina Marson maulani, nine wahyuni Minah Misel Ratte Mohamad Saefudin Mohammad Jamhari Mohammad Kanzunnudin Muhammad Abdillah Muhammad Abdillah Muhammad Asrum Muhammad Ichsan Muhammad Oase Ansharullah Muhammad Resky Muhammadi Munawir, Rahmad Mustapa Kamil Alga Beruh Nainggolan, Ardi Zulfan Nashichah, Roichatun Nasirruddin, Muhammad natasha, Syarifah fadillah Niami, Sinta Nila Kesumawati Ningrum, Putu Noer Indah Aprianti Nugraha, Doni Nugroho, Yoga Nur Fadhilah, Dian Nurfadilla Nurul F, Dea Petra Kirana Pransiska, Ririn Yulia Purnama, Vera Puspita, Devi Putra, Zulmai Putri, Reza Yulia Putri, Siti Julaiha Ananda R.A. Fadila Rahmat syah Rahmawati Rahmawati Muin Rajagukguk, Tanti M. Rakhma, Ina Ratna Dewi Reynaldo. H, Joseph Rini Yanti Risma Toding Allo Roni Indra Partini Salsabila, Gina Sarianja, Suherdian Septa Sebastian Prasetya Kresnandita Seliaty Tiku Lempan Selvia, Mela Nova Setiawan, Singgih Yudha Setioningsih, Endang Dian Shyiba Yunia Aliffah Sigit Ratnanto Silvia Sari Simbolon, Rico Kardo Siti Masmuahadah Sri Asmita Sri Susanti Suharno Suharno, Pawirosumarto Sulistia Pratiwi, Eva Sumber SUSI ERLINDA SUYATNO Syahraini Ritonga Tarigan, Clarissa Aloina Tia Alfina Rakhmawati Tita Kartika Dewi Tria Gustiningsi Trimurti Saleh Trisna Dewi, Desy Triyani Arita Fitri Uswatul Hasanah, Uswatul Utomo, Bedjo Vera Purnama Wahyuni, Fika Wandi Alif Firdaus Winanda, Vanny Nuari Wiraspanggi, Eko Wirta Agustin Wuriyani, Arine Yayat Suharyat Yenti, Yatna Yerizon Yora Nopriani Yulasmi Yusmaliani Yusuf , Hudi Yusuf Hartono Zefriyenni Zega, Fangaro Zixy Mahar Nurtias