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

机译:基于情感分析的公共服务满意度:案例研究:印度尼西亚的电气服务

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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.
机译:近年来,Internet上的内容增长使大量信息可用。在最近的过去,已经采取了各种措施来提高公共服务的质量,例如在电气服务中。电能具有至关重要的作用和战略意义。印尼因电力需求而产生的电力问题比PT的能力增长得更快。 PLN [Persero]以满足所需的电源。除非重组工作与绩效评估(尤其是社会参与)挂钩,否则公共服务质量的转型将无法持续且成功。在本文中,对服务中公众满意度的观察是使用社交媒体的情感分析。通过对特定主题进行情感分析,可以通过使用朴素贝叶斯方法对某个特定主题的公众意见进行正面,负面或中立的分类,从而确定可以提供绩效评估信息的意见。

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