Vol. 3 (2021): Mini Seminar Kelas Data Mining 2020

Tema untuk mini seminar ini adalah: "Kajian Algoritma Pattern Mining, Classification, dan Clusterization". Salah satu tujuan diadakannya mini seminar ini adalah untuk melatih mahasiswa dalam pengetahuan data mining, serta melatih dan meningkatkan minat mahasiswa dalam menulis artikel ilmiah dan mempublikasikan hasil karya penelitiannya.

Mini seminar ini telah dilaksanakan pada tanggal 20 Januari 2021.

Published: 2021-02-13

Film Recommendation Analysis with Sequential Pattern Discovery Algorithm Using Equivalence classes (SPADE)

Aisyah Amini Nur, Akbar Hidayatullah Harahap, Ihsan Muttaqin Bin Abdul Malik, Muhammad Irfan Nur Imam, Muhammad Thariq Sabiq Bilhaq, Angelyna Angelyna | Pages: 1-6

Determination of Film Recommendations using the Generalized Sequence Pattern (GSP) Association Method

Acep Razif Andriyan, Dinda Meysya Rochma, Melani Nur Mudyawati, Miftahul Jannah, Siti Lufia Dwi Agustini, Arham Aulia Nugraha | Pages: 7-11

Implementation of the Apriori Algorithm for Film Recommendations based on Director and Movie Duration

Kamal Zaki Abdurrafi, Ryan Reliovani, Nina Nadia Syafitri Husein, Cecep Rafqi Al Husni, Muhammad Azka Khowarizmi, Karima Marwazia Shaliha | Pages: 12-18

The Frequent Pattern Growth Algorithm in the Film Recommendation System

Angelyna Angelyna, Arham Aulia Nugraha, Karima Marwazia Shaliha, Muhammad Humam Wahisyam, Tri Kurnia Sandi, Acep Razif Andriyan | Pages: 19-24

Viewer Movie Predictions based on Genres, Actors, and Directors based on Data Mining Using the Eclat Algorithm

Deden Muhamad Furqon, Riki Ahmad Maulana, Ahmad Fauzi, Nurul Dwi Cahya, Muhammad Nur Sidiq, Tri Kurnia Sandi | Pages: 25-30

Implementation of the Prefixspan Algorithm for Recommended Cinema Showings

Adellia Rahmasari, Dimas Adi Putra Pratama, Nisvy Sya`'bana Nugraha, Risnandy Maulana, Dinda Meysya Rochma | Pages: 31-35

The Film Recommendation System uses the Recursive Elimination Algorithm

Aaz M Hafidz Azis, Nisa Eka Juliana, Faridah Dewi Khansa, Miftahul Jannah | Pages: 36-41

Classification of Heart Disease Diagnosis using the Random Forest Algorithm

Akbar Hidayatullah Harahap, Ihsan Muttaqin Bin Abdul Malik, Muhammad Irfan Nur Imam, Muhammad Thariq Sabiq Bilhaq, Aisyah Amini Nur, Siti Lufia Dwi Agustini | Pages: 42-51

Decision Tree Algorithm for Determining Gender based on Sound Recording

Nina Nadia Syafitri Husein, Kamal Zaki Abdurrafi, Ryan Reliovani, Cecep Rafqi Al Husni, Muhammad Azka Khowarizmi, Deden Muhamad Furqon | Pages: 52-56

Implementation of the ID3 Algorithm for Classification of Car Quality

Dimas Adi Putra Pratama, Nisvy Sya`'bana Nugraha, Risnandy Maulana, Adellia Rahmasari, Ahmad Fauzi | Pages: 57-61

News Category Classification using Support Vector Machine Algorithm

Nisa Eka Juliana, Faridah Dewi Khansa, Aaz M Hafidz Azis, Rafli Indra Gunawan, Nurul Dwi Cahya | Pages: 62-67

Comparison of Classification Algorithms for Sentiment Analysis on Movie Comments

Dian Sa'adillah Maylawati, Melani Nur Mudyawati, Muhammad Humam Wahisyam, Riki Ahmad Maulana | Pages: 68-80

Premier League 2020 Player Data Clustering with the DBSCAN Algorithm

Muhammad Thariq Sabiq Bilhaq, Aisyah Amini Nur, Akbar Hidayatullah Harahap, Ihsan Muttaqin Bin Abdul Malik, Muhammad Irfan Nur Imam, Muhammad Nur Sidiq | Pages: 81-88

Fuzzy C-Means Algorithm for Clusterization of Credit Card Usage

Miftahul Jannah, Melani Nur Mudyawati, Acep Razif Andriyan, Dinda Meysya Rochma, Siti Lufia Dwi Agustini | Pages: 87-91

Mean Shift Algorithm to Determine Customer Segmentation in Online Store Sales

Ryan Reliovani, Nina Nadia Syafitri Husein, Kamal Zaki Abdurrafi, Cecep Rafqi Al Husni, Muhammad Azka Khowarizmi | Pages: 92-98

Implementation of K-Means Clustering in Online Retail based on Recency, Frequency, and Monetary

Karima Marwazia Shaliha, Angelyna Angelyna, Arham Aulia Nugraha, Muhammad Humam Wahisyam, Tri Kurnia Sandi | Pages: 99-106

Analysis of Film Budget and Profit using the Bisecting K-Means Algorithm

Ahmad Fauzi, Deden Muhamad Furqon, Riki Ahmad Maulana, Nurul Dwi Cahya, Muhammad Nur Sidiq | Pages: 107-112

Implementation of Hierarchical Clustering Algorithm for Mall Customer Data Clustering

Risnandy Maulana, Dimas Adi Putra Pratama, Nisvy Sya`'bana Nugraha, Adellia Rahmasari | Pages: 113-117

World Map Asia clustering using Agglomerative Clustering Algorithm

Faridah Dewi Khansa, Nisa Eka Juliana, Aaz M Hafidz Azis, Rafli Indra Gunawan | Pages: 118-124

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