Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Proceeding International Conference on Information Technology and Business

Implementation of Data Mining Using Association Rules for Transactional Data Analysis Muhamad Brilliant; Dwi Handoko; Sriyanto -
Prosiding International conference on Information Technology and Business (ICITB) 2017: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 3
Publisher : Proceeding International Conference on Information Technology and Business

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Data is an important property for everyone. Large amount of data is available in the world. There are various repositories to store the data into data warehouses, databases, information repository, etc. This large amount of data needs to process so that we can get useful information. Data mining is a technique to get information that hidden from collections of data. There are several major functions in data mining such as estimation, prediction, classification, clustering and association.This research use association rule to find the interconnections of the association between the data items in data transaction. The technique used to find the ruleis the FP-Growth. FP-Growth is one of the algorithms used to find frequent item sets in the set of transaction data.This study aims to create a simulation using a data mining association rule with the FP - growth algorithm as a reference to determine a list of product packages that offered to consumers. Testing that has been done based on the results of functional testing with black box method, it can be concluded that by implementing data mining with association rule method can help the company in finding consumer pattern. It is expected that the company can create a list of entertainment service, product packages that can be offered to consumers based on the rules generated at competitive pricesKeywords: Association Rule, Data Mining, FP-Growth
Co-Authors . Agato Abubakar, Ummuhani Adityasna, Hardi Adriani, Weni Yunisa Afrianto, Firman Ahmad Faizal Ahmad Syarifuddin Akhmad Jayadi Al Qusri, Muhammad Fariq amina amina Amina, Amina Ananda, Rizika Ardian Asyhari Arifin, Oki Arpan, Atika ASTUTI, TIARA WIDYA Atha Talitha Nabil Azmal Azmal Azmal Azmal Azmal, Azmal Bernadus Rico Brilliant, Muhamad Dana Indra Sensuse darmayanti, dewi dewi darmayanti Dimas Angga Negoro Dominikus Sulistriono Eko Widagdo Eligius Ilhamdi Elya Dianis Fadhullah, Arghan Fakhry Faino, Faino Fatin Aliah Phang Fauzia Nur, Pita Larasati Fitra, Jaka Fitriyah Fitriyah Govin Gautama Gregorius Lado Hariyanto, Annisa Dira Hartono, Susilo Hendri Purnomo Henry Kurniawan Istiqomah, Retno Iswanda, Dovian Iyus, Iyus Jain, Nurmala Kasdi Tri Aryada Luh Putu Ratna Sundari Manurung, Aripin Masrika, Nur Upik En Masril Masril Masy’ari, Masy’ari meilantika, Dian Muhamad Brilliant Nanda, Adi Prasetia Naufal, Alban Nur Qudus Nur Upik En Masrika Nurhasanah, Iis Ariska Nurul Aliya Oktaria, Herlini Panji Andhika Pratomo Permata, Rizka Prasetia Nanda, Adi Pujarianto, Pujarianto Ramadhan, Uray Vicky Refha Ardinata M.Noer Ristanto, Firgiawan Rodiyana, Rodiyana Rosyana Fitria Purnomo RR. Ella Evrita Hestiandari S Arahman, Rohid Sashikirana, Najla Resmala Sony Sunaryo Sri Yuniati Sriyanto - Sulistiono, Dominikus Sunarso, Alfeus Sutrisno Sutrisno Sutrisno, Sutrisno Syarifudin, Ahmad Sylvia, Sylvia Tantri Yanuar Rahmat Syah Thoha Muhajir Albaar, Thoha Muhajir Trihartono, Agus Unggul Kustiawan Vivaldi Vivaldi Yeri Sutopo yono, pri