基于朴素贝叶斯算法的Indosurya储贷合作社Twitter情绪分析

Elma Rulfin Tiara Kiu, Ornensya Br Sembiring, K. M. Ngafidin
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引用次数: 0

摘要

KSP Indosurya案件在这一点上再次引起了人们的关注,因为他们被怀疑是KSP Indosurya的创始人之一的人,被雅加达西部地方法院大法官判无罪做一件引起公众注意、引起社会反应的民事诉讼,甚至成为印尼推特社交媒体上的热门话题。因此,这项研究的目的是利用天真的贝斯方法,确定和将人们的情绪分类。在这里,负面情绪得到的最高结果是负面情绪,因此在印尼twitter上对KSP Indosurya案例主题的公众情绪结论是负面的,根据Naive bayes方法的分析,参数1200的数量是负的。《KSP Indosurya凯斯已经再次被偷了的关注在这个时代,因为《名知情美国太阳能perpetrator亨利之创始KSP Indosurya acquitted是由《雅加达西部地区法院首席法官Syafrudin Ainor为所有指控在星期二(24/1/2023)with a声明那太阳能defendant亨利是proven得t an act)是谁charged但nid not constitute a犯罪,carried out a civil凯斯哪种然后seized《公共关注公共反应在不同社交媒体进去和甚至成了印尼社交媒体Twitter上的一个热门话题,这就是这个研究是carried out里的公共情绪”发现和classify KSP Indosurya凯斯用的天真贝叶斯方法。据报道,印尼推特上的KSP indocase主题上的公众情感都是负面的,其依据是天真的Bayes method的分析,总共有1200张parameters用户是消极的。
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Twitter Sentiment Analysis Using the Naive Bayes Algorithm in the Case of the Indosurya Savings and Loans Cooperative
Kasus KSP Indosurya kembali mencuri perhatian saat ini karena terduga pelaku selaku pendiri KSP Indosurya divonis bebas oleh Hakim Ketua Pengadilan Negeri Jakarta Barat atas segala dakwaan pada dengan peryataan bahwa terdakwa terbukti melakukan perbuatan yang didakwakan tetapi bukan merupakan tindak pidana, melakukan perkara perdata yang kemudian menyita perhatian publik serta mengundang reaksi masyarakat diberbagai media sosial bahkan sempat menjadi tranding topik dimedia sosial twitter Indonesia. Oleh karena itu dilakukan penelitian ini guna mengetahui dan mengklasifikasikan sentimen masyarakat pada kasua KSP Indosurya menggunakan metode Naïve bayes. Dimana hasil tertinggi didapatkan oleh sentimen negative, sehingga didapatkan kesimpulan sentimen publik terhadap topik kasus KSP Indosurya di twitter Indonesia adalah negative dengan jumlah parameter 1200 berdasarkan analisis menggunakan metode Naïve bayes.The KSP Indosurya case has again stolen attention at this time because the alleged perpetrator Henry Surya as the founder of KSP Indosurya was acquitted by the Chief Judge of the West Jakarta District Court Syafrudin Ainor for all charges on Tuesday (24/1/2023) with a statement that the defendant Henry Surya was proven to have committed an act who was charged but did not constitute a crime, carried out a civil case which then seized the public's attention and invited public reaction on various social media and even became a trending topic on Indonesian Twitter social media Therefore, this research was carried out to find out and classify public sentiment in the KSP Indosurya case using the Naïve Bayes method. Where the highest results were obtained by negative sentiment, so it was concluded that public sentiment on the topic of the KSP Indosurya case on Twitter Indonesia was negative with a total of 1200 parameters based on analysis using the Naïve Bayes method.
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