Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : International Journal of Natural Science and Engineering

A Swear Word Detection System in SKPD Website Content of Bali Province Government Melinda, Ester; Parwita, Wayan Gede Suka
International Journal of Natural Science and Engineering Vol 5, No 2 (2021): July
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (496.079 KB) | DOI: 10.23887/ijnse.v5i2.21942

Abstract

The website is one of the information service systems needed by the community to carry out various public service activities. It's just that it is necessary to do a word-checking process on the website to avoid swear words, especially on government service websites. Checking swear words on the website takes a long time, done by reading every website content that the admin will add. So we need a system that can check swear words on the website. The purpose of the research is to simplify detecting swear words on the SKPD website. In this study, a system was designed and built that can detect swear words when the admin adds and changes website content and validates criticism and suggestions that visitors have added by implementing text mining. This study uses the Nazief and Adriani algorithms for the stemming process and the Term Frequency algorithm for the weighting process. The test method used is accuracy measure. From the test results, the accuracy value is 88%, precision of 78.57%; recall of 100%; and f measure by 88%. The results obtained have not been maximized because the system has not been able to read the sentence structure, so that a word that should not be used as a swear word in a document/text becomes detected by the system as a swear word, for example, the word dog detected in the text of the news about rabid dogs.
A Swear Word Detection System in SKPD Website Content of Bali Province Government Melinda, Ester; Parwita, Wayan Gede Suka
International Journal of Natural Science and Engineering Vol. 5 No. 2 (2021): July
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (496.079 KB) | DOI: 10.23887/ijnse.v5i2.21942

Abstract

The website is one of the information service systems needed by the community to carry out various public service activities. It's just that it is necessary to do a word-checking process on the website to avoid swear words, especially on government service websites. Checking swear words on the website takes a long time, done by reading every website content that the admin will add. So we need a system that can check swear words on the website. The purpose of the research is to simplify detecting swear words on the SKPD website. In this study, a system was designed and built that can detect swear words when the admin adds and changes website content and validates criticism and suggestions that visitors have added by implementing text mining. This study uses the Nazief and Adriani algorithms for the stemming process and the Term Frequency algorithm for the weighting process. The test method used is accuracy measure. From the test results, the accuracy value is 88%, precision of 78.57%; recall of 100%; and f measure by 88%. The results obtained have not been maximized because the system has not been able to read the sentence structure, so that a word that should not be used as a swear word in a document/text becomes detected by the system as a swear word, for example, the word dog detected in the text of the news about rabid dogs.
Co-Authors Agus Ari Iswara, Agus Ari Aristamy, I Gusti Ayu Agung Mas Asana, I Made Dwi Putra Desak Kompyang Ulandari Desak Made Dwi Utami Putra Dewa Ayu Pargita Apsari Dwi Novitasari Eddy Hartono Edi Winarko Eka Ayu Purnama Lestari Elfarosa, Ketut Vini Fanani, Rizki Dwi Gede Wirya Wardhana Gusti Ayu Agung Putri Pramesti Maharani Handika, I Putu Susila HAPSARI, Yulia Tria I Gede Iwan Sudipa I Gede Sugita Aryandana I Gusti Ayu Agung Diatri Indradewi I Gusti Ayu Ari Ardini I Gusti Ayu Jasmiari I Gusti Ayu Mirah Purnama Dewi I Gusti Made Ngurah Desnanjaya I Kadek Budi Sandika I Kadek Budi Sandika I Komang Arya Ganda Wiguna I Komang Arya Ganda Wiguna I Made Aditya Nugraha I MADE DEDY SETIAWAN . I Made Dwi Putra Asana I Nyoman Buda Hartawan I Nyoman Saputra Wahyu Wijaya I Nyoman Widhi Adnyana I Putu Agus Eka Darma Udayana, I Putu Agus Eka I Wayan Agus Surya Darma Ida Bagus Ary Indra Iswara Iskandar, Adi Panca Saputra Kadek Dwi Cahaya Putra Khairunnisa Devanti Liana Hapsari Murgianti Luh Arida Ayu Rahning Putri Made Hanindia Prami Swari Made Suci Ariantini Meinarni, Ni Putu Suci Melinda, Ester Ni Kadek Ariasih Ni Kadek Ariasih, Ni Kadek Ni Kadek Bumi Krismentari Ni Luh Putu Agetania Ni Luh Putu Ayu Cintia Utami NI LUH PUTU MERY MARLINDA Ni Luh Wiwik Sri Rahayu Ginantra Ni Putu Ratih Pradnya Dewi Ni Putu Sri Mulyani Ni Putu Suci Meinarni Ni Putu Suci Meinarni Putra, I Kadek Andika Putri, Rozza Maudina Ayuwan Putu Eka Suryadana Putu Praba Santika Putu Ritra Trees Ari Kartika Hadi Saraswati Rajasyah, Alfatino Yohan Rizkita Ayu Mutiarani Sandika, I Kadek Budi Sastaparamitha, Ni Nyoman Ayu J. Sukraeni, Ni Putu Popy Thalib, Emmy Febriani Welda Widiartha, Komang Kurniawan Widitriani, Ni Putu Surya Wiguna, I Komang Arya Ganda Wiguna, I Putu Yoga Kresna Winatha, Komang Redy