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Journal : Scientific Journal of Informatics

Associative Analysis Data Mining Pattern Against Traffic Accidents Using Apriori Algorithm Ruswati, Ruswati; Gufroni, Acep Irham; Rianto, Rianto
Scientific Journal of Informatics Vol 5, No 2 (2018): November 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i2.16199

Abstract

Traffic accidents are one of the causes of high mortality in the community. Based on information from the World Health Organization (WHO) the number of accident victims in each year amounts to 1,300,000 fatalities, this is caused by traffic accidents that exist throughout the world. The police recorded data on accidents that occurred in several regions of East Priangan namely Ciamis and Tasikmalaya Regencies for the 2016-2017 period reaching an accident rate of ± 1500. The analysis that can be done to reduce the intensity of the occurrence of these events is to use data mining processing techniques. The right method is used by looking at the condition of the data obtained, namely the Association Rules method with the calculation of the Apriori Algorithm. This method will look for patterns of data relations that are formed from combinations of an itemset, so that knowledge will appear from large datasets. The pattern of the relationship sought is the linkages of itemset variables involved in the accident by involving 4 variables that describe the identity of the perpetrators, namely gender, age, profession and level of education and 22 attributes of the dataset. The minimum limit of support, confidence and lift ratio values used in the Apriori Algorithm calculation rules is 15%, 70% and 1.1. This value is used to get many rules that have a high level of occurrence accuracy. The results of the combination pattern calculation were 3 times iterations on each number of data in each region, the pattern of associations found in the Tasikmalaya region were the relation of the professional variables and the age of the perpetrator with the attribute of the Student profession dataset and the boundary group ages 16 to 30 years, while for the pattern associations found in the area of Ciamis Regency, namely the relation between age and education level with the attribute dataset of the 16 to 30 year age group and high school education level. The accuracy of the value obtained is calculated manually and uses one of the data mining applications as a comparison of value accuracy, namely Tanagra 1.4.
Co-Authors AA Sudharmawan, AA Abdullah Abdullah Abdurahman Abdurrahman Abdurrosyid, Moh. Acep Irham Gufroni Aditya Wahana Adriani, Hanni Affindo, Edo Afiati, Laksmita Nur Agus Riyadi Al-Mujaddid, Toriq Furqon Alaydrus, Syafika alfi husni, alfi Aliah, Aliah Alman, Fariel Zulfikar Alman, Gabriel Choirul Ameilia Damayanti Amelia Citra Dewi Amrina Rosyada Anggara, Afwan Anggraini, Intan Ariesta Apriansyah, Ferryma Arba Aradea Arfa, Desmayeti Ari Kusuma Wardana Arief Bakhtiar Darmawan, Arief Bakhtiar Arief Purwanto Ariyanto M, Ariyanto M Aryapranata, Aryawan Ashari, Anisa Fitri Asrai Maros Atika Aini Nasution Aulia, Triana Zuhrotun Ayu Kadek Ari Noviani, Ni Gusti Bafaqis, Muhammad Haziq Baginda Harahap Bayu Saputro Bermana, Seftiandra Budiman, Surya Fajar Daegal, Andre Damayanti, Ameilia Dani Gilang Sujana Dewi, Triana Rosalina Dian Wijayanti Diva Pari Sangga, Gusti Gede Dwianto, Rahmad Agus Dwiky Qurniawan Dwiniati, Dwiniati Efrinal, Efrinal Eldianson, Rio Endang Setyawati Enggar Novianto Enny Itje Sela Erik Herman Heri Ujianto Erik Iman Heri Ujianto Fallo, Hamidah Fauzi, Ekha Rifki Fidiantoro, Vicky firmansyah maualana sugiartana nursuwars Habibie, Sri Yaumil Hasdani, Hasdani Herienda, Florensia Heru Prasetyo Hidayat, Nanang Al Husni Mubarok Hutagalung, Husen Idayanti, Rini Idum Satia Santi Ismiati, Windi Ismiati Istianingsih, Nanik Istifaedah, Inggit Nurul Ivan Yulivan Joko Santoso Juang Bertorio, Margala Judijanto, Loso Juniarsih, Delvita Koerunnisa, Koerunnisa Kurniawan, Elan Latifah, Tia M, Ariyanto M. Asyari Syahab Maharani, Mira Mahroza, Jonni malkis, lince Manto, Agus Mardana Yuda, I Wayan Maria Junetha Sihasale Maudiarti, Santi Metzvioleta, Metzvioleta Mhd. Arief Hasan, Mhd. Arief Mohammad Syaltut Abduh, Mohammad Syaltut Muhammad Fairuzabadi Muhammad Rizki Muhammad Rizki Muhammad, Ariyanto Mujaddid, Toriq Furqon Al Mujiani, Sari Mujiani, Sari Mujiani Mulyaningsih, Indrya Myrza Rahmanita Na, Quan Nanik Istianingsih Nasution, Deivy Zulyanti Nawi, Nasrul Nengsih, Neng Suryanti Nilansari, Anis Febri Niluh Puspita Dewi, Niluh Puspita Nina Kusumayanti, Ni Luh Nofiyanti, Fifi Novita, Safitri Dwi Nur Wening, Nur Nur Widiyasono, Nur Nurasih, Zahra Nurcahya, Gugum Gumilang Nurmalinda, Elda Nuryanto , Tato Octarina, Dian Oktafiani, Rian Patiandari, Patiandari Patriandari, Patriandari Poiran Poiran Poiran, Poiran Pradhipta, RMW Agie Pradhipta, RMW. Agie Prakoso, Lukman Yudho Pramesti, Nadia Prastiyo, Endri Bagus Pusparani, Pusparani Putra, Yudha Permadya Putri, Puji Handayani R.M.W. Agie Pradhipta Rachman, Arief Faizal Raditya Witamo, I Made Rahayu, Nurti Ramadhan, Muhammad Ilham Rasilah, Rasilah Raswen Efendi Ratika Tulus Wahyuhana Riandy, Denis Victor Rima Aksen Cahdriyana Rina Sari Qurniawati, Rina Sari Riny, Riny Riska Ayu, Agustina Rizkya, Adilia Tri Rusli Efendi Damanik Rusliyana, Rusliyana Ruswati, Ruswati Santika, Yollandaru Yoga Savitri Hendradewi Setia Wardani Setiadi, Muhammad Ikmal Setiafindari, Widya Setiawan, Nicko Kurnia Setiawan, Retno Agus Soemantri, Asep Iwa Soffi Widyanesti Priwantoro, Soffi Widyanesti Sri Patmi, Sri Subudiani, Ni Komang Sudarmanto, Eko Suherry Suherry, Suherry Sundring Pantja Djati survival survival Susriyant, Susriyant Susriyanti, Susriyanti Swuanderi, Ketut Syafrudin, Teguh Syahab, Alfin Syarifuddin Syariful Fahmi, Syariful Tato Nuryanto, Tato Tri Auri Yanti Tri Untoro, Iwan Hartadi Tulus Haryono, Tulus Ujianto, EIH Utami, Wahyu Sri Vismania S. Damaianti, Vismania S. Viyanti Viyanti Wawang Anwarudin Wayan Sudarsana Wibawa wibawa Wicaksono, Aditya Rangga Wifasari, Septi Yanuar Surya Putra Yasini, Ketut Young Soo, Kim Yudan Hermawan Zai, Supriyaman Zalfiatr, Yelmirai Zulkifli Zulkifli Zuzzaifa, Nur