Public services satisfaction based on sentiment analysis: Case study: Electrical services in Indonesia

E. Susilawati
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引用次数: 11

Abstract

Content growth in the Internet in recent years has made a huge volume of information available. In the recent past, various initiatives have been undertaken in order to improve the quality of the public services for instance in electrical services. Electrical energy has a vital role and strategic. Indonesia's electricity problems arising from electrical energy needs are increasing more rapidly than the ability of PT. PLN [Persero] to meet the required power supply. Transformation in public services quality will not be sustainable and successful unless the restructuring efforts are linked to performance evalution especially with society involvement. In this paper, the observation of public satisfaction in services is using sentiment analysis of social media. By doing sentiment analysis on a specific topic, it is possible to identify the opinion that can provide information on performance appraisal by classification the opinion public whether it is positive, negative or neutral regarding a particular topic using naïve Bayes methods.
基于情感分析的公共服务满意度:个案研究:印尼电力服务
近年来,互联网内容的增长使得大量的信息成为可能。最近,政府采取了多项措施,以改善公共服务的质素,例如电力服务。电能具有至关重要的作用和战略意义。印尼因电力需求而出现的电力问题,其增长速度超过了PT. PLN [Persero]满足所需电力供应的能力。除非改革工作与绩效评价,特别是与社会参与联系起来,否则公共服务质量的改革将无法持续和成功。本文使用社交媒体的情绪分析来观察公众对服务的满意度。通过对特定主题进行情感分析,可以通过使用naïve贝叶斯方法将公众意见分类为对特定主题的积极,消极或中立,从而确定可以提供绩效评估信息的意见。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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