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All Journal Jurnal Teknologi Dan Sistem Informasi Bisnis Nusantara Community Empowerment Review
Fitrianto, Rizal Akbar
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Religion Humanities Computer Science & IT Education Electrical & Electronics Engineering Environmental Science Social Sciences

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Klasifikasi Tweet Sarkasme Pada Platform X Menggunakan Bidirectional Encoder Representations from Transformers Fitrianto, Rizal Akbar; Editya, Arda Surya
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1344

Abstract

X is a digital platform that facilitates the sharing of thoughts and criticisms through written content. A multitude of individuals and organizations depend on the perspectives or sentiments of the general populace while making decisions. Consumers generally rely on the viewpoints of other consumers when it comes to evaluating a product or service that they come across on social media sites. Through the surveillance of social media activity, companies that sell products and services can gain insight into the emotion expressed by consumers towards their offerings. Nevertheless, due to the limitations of writing, which lacks the ability to transmit nonverbal cues like gestures, facial expressions, and intonation, it is often challenging to identify implicit signs such as sarcasm. Sarcasm in a tweet can lead to an erroneous evaluation of the message's sentiment. Hence, it is crucial to conduct sarcasm detection, as it can greatly enhance the outcomes of sentiment analysis. This study assesses the efficacy of four transformer models, namely IndoBERT, RoBERTa, BERT, and BERT Multilingual, in detecting sarcasm in Indonesian on X platform. The experimental results demonstrate that the IndoBERT model, which has been specifically tailored for the task, gets an impressive F1-score of 95%.
Membangun Solidaritas melalui Turnamen Esports Mobile Legends di Komunitas Gaming Pedesaan Fitrianto, Rizal Akbar; Editya, Arda Surya; Husaini, Arinda Putri; Ekavanda, Wirahandy; Ferdyansyah, Moch. Arief
Nusantara Community Empowerment Review Vol. 2 No. 2 (2024): Nusantara Community Empowerment Review
Publisher : LPPM UNUSIDA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/ncer.v2i2.1328

Abstract

Turnamen Esports Mobile Legends di komunitas pedesaan menunjukkan potensi besar dalam membangun solidaritas dan semangat kompetitif. Penelitian ini bertujuan untuk mengeksplorasi dampak turnamen terhadap komunitas gaming pedesaan. Peserta terbatas dari kalangan pelajar SD-SMP, kompetisi ini menyoroti kolaborasi antargenerasi, potensi esports dalam mempersatukan komunitas, serta kebutuhan akan pengembangan yang lebih luas untuk mencapai dampak yang lebih besar. Penelitian ini bertujuan untuk mengeksplorasi dampak turnamen terhadap komunitas gaming pedesaan. Metode penelitian melibatkan observasi langsung dan wawancara dengan peserta serta penyelenggara turnamen. Hasil menunjukkan peningkatan interaksi sosial dan motivasi antar generasi di desa. Mobile Legends Esports tournaments in rural communities show great potential in building solidarity and competitive spirit. This research aims to explore the impact of tournaments on rural gaming communities. Limited to elementary and middle school students, this competition highlights intergenerational collaboration, the potential of esports in uniting communities, and the need for broader development to achieve greater impact. This research aims to explore the impact of tournaments on rural gaming communities. The research method involves direct observation and interviews with participants and tournament organizers. The results show increased social interaction and motivation between generations in the village.
Membangun Solidaritas melalui Turnamen Esports Mobile Legends di Komunitas Gaming Pedesaan Fitrianto, Rizal Akbar; Editya, Arda Surya; Husaini, Arinda Putri; Ekavanda, Wirahandy; Ferdyansyah, Moch. Arief
Nusantara Community Empowerment Review Vol. 2 No. 2 (2024): Nusantara Community Empowerment Review
Publisher : LPPM UNUSIDA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/ncer.v2i2.1328

Abstract

Turnamen Esports Mobile Legends di komunitas pedesaan menunjukkan potensi besar dalam membangun solidaritas dan semangat kompetitif. Penelitian ini bertujuan untuk mengeksplorasi dampak turnamen terhadap komunitas gaming pedesaan. Peserta terbatas dari kalangan pelajar SD-SMP, kompetisi ini menyoroti kolaborasi antargenerasi, potensi esports dalam mempersatukan komunitas, serta kebutuhan akan pengembangan yang lebih luas untuk mencapai dampak yang lebih besar. Penelitian ini bertujuan untuk mengeksplorasi dampak turnamen terhadap komunitas gaming pedesaan. Metode penelitian melibatkan observasi langsung dan wawancara dengan peserta serta penyelenggara turnamen. Hasil menunjukkan peningkatan interaksi sosial dan motivasi antar generasi di desa. Mobile Legends Esports tournaments in rural communities show great potential in building solidarity and competitive spirit. This research aims to explore the impact of tournaments on rural gaming communities. Limited to elementary and middle school students, this competition highlights intergenerational collaboration, the potential of esports in uniting communities, and the need for broader development to achieve greater impact. This research aims to explore the impact of tournaments on rural gaming communities. The research method involves direct observation and interviews with participants and tournament organizers. The results show increased social interaction and motivation between generations in the village.
Co-Authors Arda Surya Editya Ekavanda, Wirahandy Ferdyansyah, Moch. Arief Husaini, Arinda Putri