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Journal : Computer Based Information System Journal

SELEKSI FITUR INFORMATION GAIN DAN ALGORITMA NAÏVE BAYES UNTUK REVIEW OPINI KONSUMEN Nurfaizah, Nurfaizah
Computer Based Information System Journal Vol. 8 No. 2 (2020): CBIS Journal
Publisher : Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/cbis.v8i2.2000

Abstract

The growth of internet users in Indonesia is increasing, this is in line with online shopping habits or often referred to as e-commerce which continues to increase. Various things are done by e-commerce companies to maintain customer loyalty, one of which is through product evaluation using consumer opinion reviews. The number of reviews that are too many will be biased, so it is necessary to do a classification method that will help e-commerce companies to find out the extent of their customer loyalty. Consumer review becomes something important because all assessments of the products they buy are all in the review column. In this research, a consumer review is carried out using the Naive Bayes classification method and to improve the accuracy of attributes using the Information Gain feature selection and using the Select by Weight operator which will display the best attributes of the pre processing process. The review data set is taken from consumers' comments on Google Play. The results of this study are classifying consumer reviews into positive reviews and negative reviews with Cross Validation using 10 fold, the accuracy of the Naive Bayes method is 78.4% using the Information Gain feature selection method, the accuracy increases to 81.2%
Co-Authors Agustinah, Nabila Ahmad Musyahid ahmad yani Alimah, Sri Alvi Sholikhatin, Siti Amalia, Rizki Nur Amelia, Karin Tria Amir Pada, Amir Amrah Amrah, Amrah Ananda, Ananda Anggraeni, Legina Anggraini Anggraini Anisa Anisa Aniyawati, Aniyawati Arviansyah, Yanuar Asri asri Budi, Arif Wahyu Setyo Buhaerah, Buhaerah Buhaerah Cici, Cici Dhiarti Tejaningrum, Dhiarti Didit Suhartono Eka Tripustikasari, Eka Fadlan, Achmad Fahmi, Sri Fathuzaen, Fathuzaen Febriana Febriana, Febriana Febrina, Citra Dina Fithri, Askini Ainul Fitri Andriani, Fitri FITRIAH ARTINA, FITRIAH FITRIYAH, NUR Ginting, Rini Antika Br Hamdini, Hamdini Haq, Muhammad Ahsanul Harlinda, Harlinda Haryatno, Iwan hasnia, Hasnia Hidayah, Arifah Budi Hidayat, Salafudin Ridwan hikmah, Nurhikmah Idrus M. Said Ika Kana Trisnawati Irwansah Islama, Dini Islamayshaka, Muhammad Rasya Isman, Isman Isna Rasdianah Aziz Jamalullel, Jamalullel Khair, Salsabila Nazhifatin Kinanti Kinanti, Kinanti Kurniati Kurniati Lasahia, Sudin LM, Agustina Madoni, Ely Roy Mahariyanti, Ermila Mansyur, St. Hajrah Manurung, Romarta Yemima Masse, Irmawati Masyita Masyita Mayangsari, Tirta Mazlina, Mazlina Misbahuddin Amin Misbahuddin Misbahuddin Mu'amar, Wisnu Muhammad Amin Musliman, Dedy Mu’amar, Wisnu Nur Abidah Idrus, Nur Abidah Nurhaedah Nurhaedah Oktarina, Amimah Okviani, Nur Pamungkas, Leo Dadyo Pamungkas, Sultan Muhammad Wahyu Parmitasari, Rika Dwi Ayu Putri, Adityas Kurnia Kusman Putro, Khamim Zarkasih Rachma Anandita, Mella Yuria Rahmayani, Mentari Tri Indah Rahmayanti, Fitria Ridwan, Muhammad Sidik Firdaus Ridwan, Ridwan Risnawati Risnawati Rohmawati, Rita Wahyu Romlah Rosniar Rosniar, Rosniar Ruba’i, Nur Aini Rusnani Rusnani Sabri Samin Samsul Arifin Saprianto, Saprianto Sarair Sarair Sarair, Sarair Sari, Dewi Purwita Saudi, Akbar Indrawan Sembiring, Rinawati Suanah, Suanah Suganda, Suganda Suhendra Suhendra Sukiman Sukiman Suniarti, Nining Suyadi Suyadi Syanahieskara, Razel Tahyudin , Imam Trianisfi, Dista Umairo, Nurul Umar, Aqilah Muthiasari Untung Nopriansyah Utami, Elisya Widiya Nur Waluyo, Retno Wardatul Mufidah Yasri, Zul Yuniatari, Yuniatari Yuniatingtias, Meilinda