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Journal : Proceeding of International Conference Health, Science And Technology (ICOHETECH)

Predicting Academic Performance In Blended Learning By Using Data Mining Classification Techniques Dafid; Ermatita
Proceeding of International Conference on Science, Health, And Technology 2021: Proceeding of the 2nd International Conference Health, Science And Technology (ICOHETECH)
Publisher : LPPM Universitas Duta Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1307.571 KB) | DOI: 10.47701/icohetech.v1i1.1128

Abstract

Internet and Web technologies provide students with the ease of communication to lecturers, accessing learning resources, and submitting the assignment. One of that technologies is Blended Learning. Blended learning has been growing in demand and popularity and widely used in the modern higher education system with the implementation of a learning management system (LMS). As a result, Blended Learning generates large amounts of student’s information that can be used to invent valuable patterns and get hidden and useful information. This study analyzed data extracted from a Moodle-based blended learning course in STMIK XYZ that is called SIMPONI and SPON, to build a student model that predicts academic performance. Data Mining Classification Techniques were used to predict it based on Semester GPA. Various factors like demographics, economics and information about previous education are considered in analyzing academic performance. Rapid Miner software package was used for prediction and the result is a model by which could determine academic performance: passed with a CGPA above or equal to 2.5 and failed with a CGPA below 2.5 This model may give information for STMIK XYZ to early intervention and to outcome the poor GPA. Various classification algorithms are used to select the best algorithm in finding the better prediction model.
Implementation Knowledge Management for Knowing the Factors That Have Influenced Income for Traditional Retail Dien Novita; Ermatita
Proceeding of International Conference on Science, Health, And Technology 2021: Proceeding of the 2nd International Conference Health, Science And Technology (ICOHETECH)
Publisher : LPPM Universitas Duta Bangsa Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (656.496 KB) | DOI: 10.47701/icohetech.v1i1.1137

Abstract

The massive expansion of modern retail such as minimarkets in Palembang City has recently been rampant. The existence of modern retail is now having an impact on traditional retail that has existed before. Many traditional retailers cannot compete with the modern retailers that have grown up around them. From these facts, various studies have been carried out and various solutions have been provided so that the existence of traditional retailers cannot be replaced by modern retailers. There are still many traditional retailers that still survive in this condition. This is interesting to research, especially regarding the factors that affect the income of traditional retailers so that they can survive in selling goods that are actually the same as goods sold in the nearest minimarket. In this study, the concept of knowledge management is used in identifying, creating, explaining, and distributing knowledge for use and re-study by traditional retailers to be able to compete. In this concept, the Nonaka and Takeuchi model of the externalization dimension of knowledge is used, namely the transformation of knowledge from a tacit form to an explicit form. With externalization, tacit knowledge is obtained directly from 32 traditional retailers in Palembang, namely the factors that affect income. The results showed that the dominant factors were two factors, namely the length of the business opening hour and the percentage of product availability desired by the customer. The coefficient of determination is 81.95%, this factor contributes to the income of traditional retail businesses. These results can be disseminated and communicated to other retail business owners so that it becomes a concern in formulating future business strategies.
Co-Authors Abdiansah, Abdiansah Adi Sutrisman Ahmad Fali Oklilas Ahmad Fali Oklilas Ahmad Sanmorino Aidil Putrasyah Al Farissi Albert Albert Aldin, Moehammad Alfarezy, Reza Ali Amran Ali Bardadi Ali Bardardi Ali Ibrahim Ali Ibrahim Allsela Meiriza, Allsela Andini Dwi Lestari Anita Desiani Apriansyah Putra Ari Wedhasmara Arnelawati Artika Arista Ayuputri, Niken Bambang Suprihatin Barlian Khasoggi Barlian Khasoggi Belly, Belly Nagustria bin Awang, Mohd Khalid Budi Prayoga, Muhamad Hafiz Cindo, Mona Dafid Dedik Budianta Deris Stiawan Dian Palupi Rini Dian Palupi Rini Dien Novita Dominica, Alviona Terry Dwi Asa Verano Dwi Lestari, Rizky Dwi Meylitasari Br. Tarigan Dwi Rosa Indah Endang Lestari Ruskan Endy Suherman Erwin, Erwin Eva Darnila Eva Darnila Fajriana, Fajriana Fajriana, Fajriana Falih, Noor Fathiyah, Alyssa Fathoni - Fauza Adelma Syafrizal Fuadi, Wahyu Geovani, Dite Gumay, Naretha Kawadha Pasemah Hadipurnawan Satria Hafyz Sytar, M. Hartini Hartini Hijriani, Nurul Huda Ubaya Huda Ubaya Husnawati Husnawati Iin Seprina Ika Oktavianti ina aisyah handayani Indra Maulana Irmanda, Helena Nurramdhani Ispramono Hadi, Sigit Iwan Pahendra Iwan Pahendra Anto Saputra Jaidan Jauhari Johannes Petrus Joko Purnomo Junia Kurniati Kareen, Pamela Ken Dhita Tania Khairun Nisak, Novrinda Kurniawan, Mochamad Aryo Aji Kurniawan, Rizky Fariz Andry Lovinta Happy Atrinawati M Fariz Januarsyah M. Fariz Januarsyah M. Miftakul Amin Madya, M Miftahul Mahsyurdin, Shofwan Marissa Utami Matondang, Nurhafifah Mauliza Mauliza, Mauliza Megah Mulya Meizalina, Mutiara Amalia Mgs Afriyan Firdaus Miftahul Falah Mira Afrina Mohammed Y. Alzahrani Mona Cindo Monterico Adrian Muhammad Adrezo Muhammad Fachrurrozi Muhammad Qurhanul Rizqie Muhammad Sadli Muhammad Sadli, Muhammad Muhammad, Duwen Imantata Mutammimul Ula Mutia Fadhila Putri Naretha Kawadha Pasemah Gumay Neni Alyani Noprisson, Handrie NUNI GOFAR Nurul Chamidah Nurul Mufliha Eka Putri Nurul Mufliha Eka Putri Octaria, Orissa Osvari Arsalan Pacu Putra Pahendra, Iwan Parwito Patimah, Endah Pratama, M Octaviano Primanita, Anggina Purwita Sari Purwita Sari Purwita Sari, Purwita Putra, Erwin Dwika Rachma nia Rahman, Puti Ayu Andhini Rahmat Budiarto Rahmat Izwan Heroza Rahmat Izwan Heroza Rendra Gustriansyah Reza Firsandaya Malik Richardo, M Denny Richki Hardi Rifkie Primartha Rizka Dhini Kurnia Rizka Dhini Kurnia Rizki Kurniati Royan Dwi Saputra Rudhy Ho Purabaya Ruth Mariana Bunga Wadu Safithri, Selviana Rizki Salamah, Fitri Samsuryadi Samsuryadi Shinta Puspasari Soraya, Atika Suci Destriatania Suci Destriatania Sukemi Sukemi Susan Dwi Saputri Susan Dwi Saputri Sytar, M. Hafizh Terttiaavini, Terttiaavini Tjahjanto, Tjahjanto Tryadriani, Rasqia Nurzulia Verano, Dwi Asa Verlly Puspita Wahyu Fuadi Wahyu Ningsih Willy Yadi Utama Yadi Utama Yudha Pratomo Yudha Pratomo Yudha Pratomo Yundari, Yundari Zalika, Indah Zulkardi