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Analisa Sentimen Terhadap Transisi Dari Work From Home ke Work From Office Menggunakan Metode Text Mining Dan TF-IDF Ragil, Muhammad
Bulletin of Data Science Vol 3 No 1 (2023): October 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletinds.v3i1.5694

Abstract

The implementation of the WFH(Work From Home) and WFO(Work From Office) work schemes has problems related to the adjustment of the work system by workers. Every company or industrial world always prioritizes the value of productivity in any circumstances to prevent a significant decrease in profits. In this sentiment analysis, the researcher uses the Text Mining and TF-IDF methods based on data collected from the Orange DataMining Twitter application by entering the Twitter Key Secret Token API to retrieve the data from the Twitter social networking platform. And continued with the Text Mining process which is used to select the data that has been taken through the Orange application so that it becomes text that is regularly in accordance with the Transformation, Tokenization, Stemming and Stopword stages, it will continue to the tf-idf or weighting process where the sentence weights are in accordance with the criteria certain, if it is necessary to use a descriptive method to percentage the positive and negative values that evaluate negatively to the transition in the WFH to WFO transition period by 76.05%.
Symbolic Interaction of Character Personality in the 5 Panca Wanda Mask Imawan, Khaerudin; Ragil, Muhammad; Kusuma, Wahyu Dwa
International Journal of Social Service and Research Vol. 5 No. 7 (2025): International Journal of Social Service and Research
Publisher : Ridwan Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46799/ijssr.v5i7.1280

Abstract

This study aims to explore how symbolic interaction shapes the personalities of characters in the 5 Panca Wanda Mask performance. The purpose of this study is to determine the characters and dance styles in 5 Panca Wanda Mask, and to educate the people of Cirebon to know that the Mask Dance was created in order to spread Islam. By relying on George Herbert Mead's symbolic interaction theory and Sugiyono's qualitative approach, we try to understand how the symbols in the masks reflect the stages of human personality development. In 5 Panca Wanda Mask, there are five characters Panji, Samba, Rumyang, Tumenggung, and Kelana, each of which symbolizes a different phase of life, from babies, children, teenagers, to adults. Their characters are depicted through facial expressions, colors, movements, and the way they interact on stage. As a result, this performance reflects the process of individual identity formation as explained by Mead, namely the stages of imitation, play, and group play. Symbols in masks are not only a means of communication, but also shape people's understanding of a person's role and existence. So, this study opens up insight into how traditional performing arts can be a reflection of the process of social interaction that shapes human personality.