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All Journal Jurnal Informatika Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Lontar Komputer: Jurnal Ilmiah Teknologi Informasi Jurnal Teknik ITS IPTEK Journal of Proceedings Series IPTEK The Journal for Technology and Science Majalah Ilmiah Matematika Komputer Jurnal Buana Informatika JUTI: Jurnal Ilmiah Teknologi Informasi International Journal of Advances in Intelligent Informatics Jurnal Teknobisnis INFORMAL: Informatics Journal Register: Jurnal Ilmiah Teknologi Sistem Informasi EMITTER International Journal of Engineering Technology Journal of ICSAR Math Didactic: Jurnal Pendidikan Matematika Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Jurnal Eksplora Informatika SISFO International Journal of Supply Chain Management CCIT (Creative Communication and Innovative Technology) Journal jurnal teknik informatika dan sistem informasi Indonesian Journal of Electrical Engineering and Computer Science Makara Journal of Technology Sewagati
Buliali, Joko Lianto
Departemen Teknik Informatika, Institut Teknologi Sepuluh Nopember, Kampus ITS, Keputih, Sukolilo, Surabaya 60111
Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Social Sciences Transportation

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Journal : Lontar Komputer: Jurnal Ilmiah Teknologi Informasi

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Pendekatan Berbasis Teks Untuk Deteksi Insiden Lalu Lintas yang Sama Dari Twitter Myrna ermawati; Joko Lianto Buliali
Lontar Komputer : Jurnal Ilmiah Teknologi Informasi Vol. 9, No. 2 August 2018
Publisher : Institute for Research and Community Services, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (454.509 KB) | DOI: 10.24843/LKJITI.2018.v09.i02.p01

Abstract

Microblog has been used as an information source to detect real-world event. Several related studies retrieved road traffic event based on textual content. Not only detect traffic incident, we found that it is necessary to recognize statuses with similar traffic incident content. Better representation of traffic information will help the handling of traffic incident by related parties. This study proposes text-based approach for identification of similar traffic incident from twitter posts. The proposed approach performs traffic incident information extraction and calculates information’s weight based on textual similarity upon traffic incident information gained. We evaluate the proposed method by using a traffic incident information retrieval system. We used Indonesian language corpus contains traffic incident tweets data. Best average f-measure 70% was achieved by retrieval system that tested using Jaccard coefficient. Therefore text matching such as Jaccard coefficient is more suitable to be implemented in very short text document such as extracted tweet document. The experiment result gives the conclusion that the proposed approach can be implemented for identification of similar traffic incident information from Twitter.
Co-Authors A.A. Ketut Agung Cahyawan W Achmad Saidul Agri Kridanto, Agri Ahmad Saikhu Ahmad Saikhu Alvin Lazaro Andreas Handojo Andreast Wahyu Sugiyarta Andrew Andrew Andriyani Andriyani Andriyani Andriyani Andriyani Arya Yudhi Wijaya Arya Yudi Wijaya Bilqis Amaliah Bisono, Eva Firdayanti Cempaka A. Swastyastu Darlis Herumurti Diagnosa Fenomena Diana Purwitasari Dwi Sunaryono Erma Suryani Fadilah Fahrul Hardiansyah Fadilah Fahrul Hardiansyah, Fadilah Fahrul Fenky Sugiarto Frica Salim Wiharjo Ginardi, Raden Venantius Hari Giri Wiriapradja Hadi Siswidiastono Hartono Hartono Heru Tri Ahmanto Isye Arieshanti Mohammad Yazdi Pusadan Muhammad Faris Musthafa Muhammad Noor Muhammad Zuber Myrna ermawati Prayogo, Reza Prasetya Prayuda, Janandra Aji Qolby, Lailly Syifa'ul Ria Andriana Riyanarto Sarno Saprina Mamase Siti Maimunah Suhadi Lili Suhadi Lili Tora Fahrudin Tsabbit Aqdami Mukhtar, Tsabbit Aqdami Untoro, Meida Cahyo Victor Hariadi Wahyudi Agustiono Waskitho Wibisino Waskitho Wibisono Wulandari, Desi Yanuar Risah Prayogi Yudhi Purwananto Yudhiakto Pramudya Yuhana, Umi Laili Yuniarto, Muhammad Nur