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Journal : TELKOMNIKA (Telecommunication Computing Electronics and Control)

Detecting Indonesian ambiguous sentences using Boyer-Moore algorithm Risky Aswi Ramadhani; I Ketut Gede Darma Putra; Made Sudarma; I.A.D. Giriantari
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 18, No 5: October 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v18i5.14027

Abstract

Ambiguous sentences are divided into 3 types namely phonetic, lexical, and grammatical. This study focuses on grammatical ambiguous sentences, grammatical ambiguous sentences are ambiguities that occur due to incorrect grammar, but this ambiguity will disappear once it is used within a sentence.  Ambiguous sentences become a big problem when they are processed by a computer. In order for the computer to interpret ambiguous words correctly, this study seeks to develop detection of Indonesian ammbiguous sentences using Boyer Moore algorithm. This algorithm matches ambiguous sentences that are inserted as input with the data set. Then the sentence is being detected whether it contains ambiguous sentences, by calculating the percentage of similarity using cosine similarity method. Cosine similarity system is able to find out the meaning of the sentence. In the data set, the number of ambiguous sentences that can be collected is 50 words. The 50 words consist of ambiguous words data, ambiguous sentences, and ambiguous sentence meanings. This system trial was carried out for 200 times and the accuracy level was 0.935, precision was 0.9320, and Recall was 0.8. While the F-Measure was 0.8061. While the speed for word search 0.003275 seconds.
Co-Authors Aditya, Heru Agita, Galuh Aprilia Putri Agus Muji Santoso Ahmad Bagus Setiawan AHMAD JAMALUDIN Aidina Ristyawan Al Fitroh, Diky Tri Cahyo Anas, M. Anas Anggakara, Agra Ardi Sanjaya Arganata, Febryan Dimas Badrus Zaman Bambang Agus Sumantri, Bambang Agus Bima, Fahrezian Arya Budhi Utami Budi Utomo Danang Wahyu Widodo Danar Putra Pamungkas, Danar Putra Daniel Swanjaya Dela Karmeylia Putri Dwi Ari Budiretnani Fadli, Abi Ihsan Fahriza, M Raffi Fajar Rohman Hariri Fajarrani, Nimas Prajna Sekar Arum Fauji, Diah Ayu Septi Fauzi, Diah Ayu Septi Fawaid, Muhammad Hasib Firdaus, Mochammad Fedro Hariadi, Septian Herawati, Elysabet Hermin Istiasih Hesti Istiqlaliyah Hidayat, Farouk Ryan Hidayat, Uun Hindra Kurniawan Hisbulloh Ahlis Munawi I ketut Gede Darma Putra Ida Ayu Dwi Giriantari Ida Ayu Putu Sri Widnyani IDA RAHMAWATI Insani, Gilang Taufan Intan Nur Farida Istiqlaliyah, Hesty Itot Bian Raharjo Jatmiko Jatmiko Jatmiko Karim, Achmad Zainul Kristanto, Deni Kumalasari N., Ratih M. Rudianto Arief Made Sudarma Mahanani, Annaafi Widya Mahesa Difa Ramadhan Mandasari, Meilina Marista Dwi Rahmayantis Mealdi Arwintoro Mukhlifatus Shodikin Mukmin, Bagus Amirul Musthofa Ilmi Muzaki, Anwar Nabila, Kharisma Nur Nadzifah, Bintang Khoirun Nahdiyah, Yuniswatin Naufal Muji Dwicahyo Nevita, Ary Permatadeny Nur Solikin Nur’azizan, Achmad Hasyim Ohny, Abrham Galatiano Okvitasari, Astri Rino Patmi Kasih Poppy Rahmatika Primandiri Prabowo Budi Utomo Pramesti, Yasinta Sindy Pramoedya, Muhammad Firmandani Pramustyo, Reza Prayogo , Yogi Suryo Putra, Mochamad Wildan Hasnanda Putri Lestari, Elok Eka Kartika Rafi, Reno Rana Ratih Kumalasari Niswatin Resty Wulanningrum Rina Firliana Rino Sadartanto Risa Helilintar Risa, Helilintar Risaniatin Ningsih Rochana, Siti Rochana, Siti Rochana, Siti Rony Heri Irawan Sadartanto, Rino Samari, Samari Samsudin Samsudin Satrya, Ganksar Yoga Septian Geges Setyadji, Teddy Sigit Ratnanto Siti Rochana Siti Zubaidah Subkhi, M. Bahrul Sucipto Sucipto Sulistiono Sulistiyowati, Tutut Indah Sutrisno Sahari, Sutrisno Syamsiar, Syamsiar Tanjungsari, Ardina Teguh Adriyanto Teguh Andriyanto Teguh Andriyanto, Teguh Teo Sunu Widiantoro Vivi Ratnawati Wahid, Zahra Faadihillah Wicaksono, Bayu Korniawan Wijaya, Fredi