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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 Abdurahman Abdurrahman Abdurrosyid, Moh. Acep Irham Gufroni Aditya Wahana Adriani, Hanni Affindo, Edo Afiati, Laksmita Nur Afwan Anggara Agus Riyadi Aini S, Nanda Tri Al-Mujaddid, Toriq Furqon Alaydrus, Syafika alfi husni, alfi Alman, Fariel Zulfikar Alman, Gabriel Choirul Ameilia Damayanti Amrina Rosyada Anggraini, Intan Ariesta Aradea Arfa, Desmayeti Ari Kusuma Wardana Arief Bakhtiar Darmawan, Arief Bakhtiar Arief Faizal Rachman 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 Bayu Saputro Bermana, Seftiandra Budiman, Surya Fajar Damayanti, Ameilia Dani Gilang Sujana Devi Valeriani Devita Gantina Dewi, Triana Rosalina Dian Prihardini Wibawa Diva Pari Sangga, Gusti Gede Dwianto, Rahmad Agus Dwiky Qurniawan Dwiniati, Dwiniati Efrinal, Efrinal Eko Sudarmanto Elda Nurmalinda Eldianson, Rio Enny Itje Sela Fauzi, Ekha Rifki Fidiantoro, Vicky firmansyah maualana sugiartana nursuwars Florensia Herienda Habibie, Sri Yaumil Hasdani, Hasdani Heru Prasetyo Hidayat, Candra Hidayat, Nanang Al Husni Mubarok Hutagalung, Husen Idum Satia Santi Ismiati, Windi Ismiati Istianingsih, Nanik Istifaedah, Inggit Nurul Ivan Yulivan Joko Santoso Juang Bertorio, Margala Judijanto, Loso Juniarsih, Delvita Kurniawan, Elan Latifah, Tia M, Ariyanto M. Asyari Syahab Maharani, Mira Mahroza, Jonni 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, Ariyanto Mujaddid, Toriq Furqon Al Mujiani, Sari Mulyaningsih, Indrya Myrza Rahmanita Na, Quan Nanik Istianingsih Nasution, Deivy Zulyanti Nengsih, Neng Suryanti Nilansari, Anis Febri Niluh Puspita Dewi, Niluh Puspita Nina Kusumayanti, Ni Luh Nofiyanti, Fifi Nur Widiyasono, Nur Nurcahya, Gugum Gumilang Nurti Rahayu Octarina, Dian Patiandari, Patiandari Patriandari, Patriandari Poiran Poiran Poiran, Poiran Pradhipta, RMW Agie Pradhipta, RMW. Agie Prakoso, Lukman Yudho 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 Raswen Efendi Rendy Rendy Riandy, Denis Victor Rima Aksen Cahdriyana Rina Sari Qurniawati, Rina Sari Rini Idayanti Riny, Riny Riska Ayu, Agustina Rizkya, Adilia Tri Rusliyana, Rusliyana Ruswati, Ruswati Savitri Hendradewi Setia Wardani Setiadi, Muhammad Ikmal Setiawan, Nicko Kurnia Setiawan, Retno Agus Soemantri, Asep Iwa Soffi Widyanesti Priwantoro, Soffi Widyanesti Sri Patmi, Sri Subudiani, Ni Komang Suherry Suherry, Suherry Sundring Pantja Djati survival survival Susriyant, Susriyant Susriyanti, Susriyanti Swuanderi, Ketut Syariful Fahmi, Syariful Syihabuddin Syihabuddin Tato Nuryanto, Tato Tri Auri Yanti Tulus Haryono, Tulus Vismania S. Damaianti, Vismania S. Viyanti Viyanti Wahyu Sri Utami Wawang Anwarudin Wayan Sudarsana Wibawa wibawa Wicaksono, Aditya Rangga Wifasari, Septi Yanuar Surya Putra Yasini, Ketut Yudan Hermawan Zai, Supriyaman Zalfiatr, Yelmirai Zulkifli Zulkifli