Analyzing Public Opinion Based on Emotion Labeling Using Transformers

Anwar, Muchamad Taufiq; Permana, Al Kautsar; Ambarwati, Laksmi; Agustin, Desy

doi:10.1109/icitech50181.2021.9590110

Cited by 2 publications

(1 citation statement)

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“…Mangkunegara (2011) in his research journal (9) In order to ensure that the educational goals that have been set are properly achieved through a learning activity carried out by teachers in accordance with targets and objectives, it has been explained that teacher performance is a learning process as an effort to develop existing activities into better Word Cloud is one of the techniques in NLP which helps to highlight important insight in the form of keywords from a collection of textual document data. The techniques had been used to analyze the public's opinion toward a particular issue (11), product reviews (12), bibliometric analysis (13), speech (14), etc.…”

Section: Meanwhile Teacher Performance Can Be Improved If the Person ...mentioning

confidence: 99%

Analysing Teacher Training Participants' Feedback Using Natural Language Processing

Nugrohadi¹,

Dula

Anwar

et al. 2022

KSS

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To assess the quality-of-service PGRI Jawa Tengah provided to its community through its teacher training programs, it needed to understand the input from the community itself. However, analysing and gaining insight from thousands of written feedback is hard and tedious. This research aimed to extract information from training participants’ feedback using Natural Language Processing techniques. The result showed that the most recurring theme for participant feedback is “very beneficial”, “very helpful”, “satisfactory”, “thank you”, “adding insights”, and “more training like this”. This means that most participants are satisfied with the training held by PGRI Jawa Tengah and expect more of this training to be held in the future. Based on these findings, PGRI Jawa Tengah should hold more teacher training programs in the future that are similar or greater in quality than the already established training. Keywords: teacher training; participants feedback; text mining; natural language processing

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Section: Meanwhile Teacher Performance Can Be Improved If the Person ...mentioning

confidence: 99%