pustaka.bib

Untuk setiap referensi, baris pertama (newton1687) merupakan label dan baris-baris berikutnya
merupakan atribut dari referensi yang akan digunakan. Umumnya, format referensi berikut sudah
disediakan oleh penyedia sumber referensi secara online dan bisa langsung ditaruh di sini.

Lihat https://www.bibtex.com/g/bibtex-format/ untuk informasi lebih lanjut mengenai format
BibTex yang digunakan pada file ini.

@article{agus,
  author  = {Agus Santoso, Heru and Rachmawanto, Eko and Nugraha, Adhitya and Nugroho, Akbar and Setiadi, De Rosal Ignatius Moses and Basuki, Ruri},
  year    = {2020},
  month   = {04},
  pages   = {799},
  title   = {Hoax classification and sentiment analysis of Indonesian news using Naive Bayes optimization},
  volume  = {18},
  journal = {TELKOMNIKA (Telecommunication Computing Electronics and Control)},
  doi     = {10.12928/telkomnika.v18i2.14744}
}

@article{ALSMADI2018386,
  title   = {Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels’ reviews},
  journal = {Journal of Computational Science},
  volume  = {27},
  pages   = {386 - 393},
  year    = {2018},
  issn    = {1877-7503},
  doi     = {https://doi.org/10.1016/j.jocs.2017.11.006},
  url     = {http://www.sciencedirect.com/science/article/pii/S1877750317305252},
  author  = {Mohammad Al-Smadi and Omar Qawasmeh and Mahmoud Al-Ayyoub and Yaser Jararweh and Brij Gupta}
}

@article{attention_is_all_you_need,
  author        = {Ashish Vaswani and
               Noam Shazeer and
               Niki Parmar and
               Jakob Uszkoreit and
               Llion Jones and
               Aidan N. Gomez and
               Lukasz Kaiser and
               Illia Polosukhin},
  title         = {Attention Is All You Need},
  journal       = {CoRR},
  volume        = {abs/1706.03762},
  year          = {2017},
  url           = {http://arxiv.org/abs/1706.03762},
  archiveprefix = {arXiv},
  eprint        = {1706.03762},
  timestamp     = {Sat, 23 Jan 2021 01:20:40 +0100},
  biburl        = {https://dblp.org/rec/journals/corr/VaswaniSPUJGKP17.bib},
  bibsource     = {dblp computer science bibliography, https://dblp.org}
}

@article{bahad_lstm,
  author  = {Bahad, Pritika and Saxena, Preeti and Kamal, Raj},
  year    = {2020},
  month   = {02},
  pages   = {74-82},
  title   = {Fake News Detection using Bi-directional LSTM-Recurrent Neural Network},
  volume  = {165},
  journal = {Procedia Computer Science},
  doi     = {10.1016/j.procs.2020.01.072}
}

@misc{berita_bohong,
  author = {Wikipedia},
  title  = {Berita Bohong},
  url    = {https://id.wikipedia.org/wiki/Berita_bohong},
  note   = {diakses 27 November 2020}
}

@article{bert_news_classi,
  author = {Aggarwal, Akshay and Chauhan, Aniruddha and Kumar, Deepika and Mittal, Mamta and Verma, Sharad},
  year   = {2020},
  month  = {04},
  pages  = {163973},
  title  = {Classification of Fake News by Fine-tuning Deep Bidirectional Transformers based Language Model},
  doi    = {10.4108/eai.13-7-2018.163973}
}

@misc{cahya_bert,
  author = {Wirawan, Cahya},
  title  = {bert-base-indonesian-1.5G},
  url    = {https://huggingface.co/cahya/bert-base-indonesian-1.5G},
  note   = {diakses 11 Juli 2021},
  year   = {2020},
  month  = {12}
}

@misc{turnbackhoax_works,
  author = {Tim Cek Fakta},
  title  = {Begini Cara Kerja Pelapor Berita Palsu "Turn Back Hoax"},
  note   = {diakses 11 Agustus 2021},
  year   = {2016},
  month  = {12},
  url    = {https://tekno.kompas.com/read/2016/12/24/15190067/begini.cara.kerja.pelapor.berita.palsu.turn.back.hoax}
}

@article{coenen2019visualizing,
  title   = {Visualizing and measuring the geometry of bert},
  author  = {Coenen, Andy and Reif, Emily and Yuan, Ann and Kim, Been and Pearce, Adam and Vi{\'e}gas, Fernanda and Wattenberg, Martin},
  journal = {arXiv preprint arXiv:1906.02715},
  year    = {2019}
}

@article{devlin2019bert,
  title   = {Bert: Pre-training of deep bidirectional transformers for language understanding},
  author  = {Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
  journal = {arXiv preprint arXiv:1810.04805},
  year    = {2019}
}

@misc{efek_hoax,
  author = {Tempo},
  title  = {Kerusuhan di Waena dan Wamena, 33 Jiwa Tewas Akibat Terpicu Hoaks},
  year   = {2019},
  month  = {10},
  url    = {https://grafis.tempo.co/read/1831/kerusuhan-di-waena-dan-wamena-33-jiwa-tewas-akibat-terpicu-hoaks},
  note   = {diakses 02 Desember 2020}
}

@inproceedings{fake_news_detection_method,
  author = {Conroy, Nadia and Rubin, Victoria and Chen, Yimin},
  year   = {2015},
  month  = {10},
  pages  = {},
  title  = {Automatic Deception Detection: Methods for Finding Fake News}
}

@misc{hoax_manual,
  author = {Liputan6},
  title  = {Cara Unik Lawan Hoaks, Bentuk Satgas Hingga Libatkan PKK},
  year   = {2020},
  url    = {https://www.liputan6.com/cek-fakta/read/4416127/cara-unik-lawan-hoaks-bentuk-satgas-hingga-libatkan-pkk},
  note   = {diakses 02 Desember 2020}
}

@misc{ibm_ml_expl,
  author = {IBM Cloud Education},
  title  = {Machine Learning},
  url    = {https://www.ibm.com/cloud/learn/machine-learning},
  note   = {diakses 10 Juli 2021},
  year   = {2020},
  month  = {06}
}

@misc{jason,
  author = {Jason Browniee},
  title  = { When to Use MLP, CNN, and RNN Neural Networks},
  url    = {https://machinelearningmastery.com/when-to-use-mlp-cnn-and-rnn-neural-networks/},
  year   = {2018},
  month  = {07}
}

@inproceedings{jawahar-etal-2019-bert,
  title     = {What Does {BERT} Learn about the Structure of Language?},
  author    = {Jawahar, Ganesh  and
      Sagot, Beno{\^\i}t  and
      Seddah, Djam{\'e}},
  booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
  month     = jul,
  year      = {2019},
  address   = {Florence, Italy},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/P19-1356},
  doi       = {10.18653/v1/P19-1356},
  pages     = {3651--3657}
}

@article{khan,
  author  = {Khan, M. Laeeq and Idris, Ika},
  year    = {2019},
  month   = {01},
  pages   = {},
  title   = {Recognize Misinformation and Verify Before Sharing: A Reasoned Action and Information Literacy Perspective},
  journal = {Behaviour and Information Technology},
  doi     = {10.1080/0144929X.2019.1578828}
}

@article{cekfakta_analyze,
  author  = {Wibowo, Kristiyanto and Purnama, Hadi},
  year    = {2020},
  month   = {08},
  pages   = {4795},
  title   = {peran cek fakta dalam penanggulangan informasi hoaks di media sosial ( studi kasus prosedur cek fakta jabar saber hoaks)},
  journal = {e-Proceeding of Management: Vol. 7, No. 2}
}

@misc{cekfakta_website,
  author = {Tim Jabar Saber Hoaks},
  title  = {Data Statistik Aduan Tahun 2021},
  url    = {https://saberhoaks.jabarprov.go.id/v2/home},
  note   = {diakses pada 12 Agustus 2021}
}

@misc{kominfoJuni2020,
  author = {Kementrian Kominfo},
  title  = {Laporan Isu Hoax Juni 2020},
  url    = {https://eppid.kominfo.go.id/storage/uploads/2_31_Laporan_Isu_Hoaks_Bulan_Juni_2020.pdf},
  year   = {2020},
  month  = {07}
}

@misc{kominfoStatHoax,
  author = {Kementrian Kominfo},
  title  = {Temuan Isu Hoaks},
  url    = {https://eppid.kominfo.go.id/storage/uploads/2_12_Data_Statistik_Hoax__Agustus_2018_-_31_Maret_2020.pdf},
  year   = {2020},
  month  = {03}
}

@article{koto2020indolem,
  title   = {IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP},
  author  = {Koto, Fajri and Rahimi, Afshin and Lau, Jey Han and Baldwin, Timothy},
  journal = {arXiv preprint arXiv:2011.00677},
  year    = {2020}
}

@misc{kuntoUmur,
  author = {Wibowo, Kunto and Rahmawan, Detta and Maryani, Eni},
  title  = {Penelitian di Indonesia: umur tidak mempengaruhi kecenderungan orang menyebarkan hoaks},
  url    = {https://theconversation.com/penelitian-di-indonesia-umur-tidak-mempengaruhi-kecenderungan-orang-menyebarkan-hoaks-110621},
  year   = {2019},
  note   = {diakses 27 November 2020}
}

@misc{lion_transformer,
  author = {Agarwal, Rahul},
  title  = {What Are Transformer Models in Machine Learning?},
  url    = {https://lionbridge.ai/articles/what-are-transformer-models-in-machine-learning/},
  note   = {diakses 10 Juli 2021},
  year   = {2020},
  month  = {09}
}

@misc{Malaya,
  author       = {Husein, Zolkepli},
  title        = {Natural-Language-Toolkit library for bahasa Malaysia, powered by Deep Learning Tensorflow},
  year         = {2018},
  publisher    = {GitHub},
  journal      = {GitHub repository},
  howpublished = {\url{https://github.com/huseinzol05/malaya}}
}

@article{marius,
  author  = {Marius, Popescu and Balas, Valentina and Perescu-Popescu, Liliana and Mastorakis, Nikos},
  year    = {2009},
  month   = {07},
  pages   = {},
  title   = {Multilayer perceptron and neural networks},
  volume  = {8},
  journal = {WSEAS Transactions on Circuits and Systems}
}

@misc{mathwork_deeplearning,
  author = {Mathwork Team},
  title  = {What is Deep learning ?},
  url    = {https://www.mathworks.com/discovery/deep-learning.html},
  note   = {diakses 10 Juli 2021}
}

@misc{metrics_ml,
  author = {banerjeer2611},
  title  = {Understanding Accuracy, Recall, Precision, F1 Scores, and Confusion Matrices},
  url    = {https://www.realpythonproject.com/understanding-accuracy-recall-precision-f1-scores-and-confusion-matrices/},
  note   = {diakses 12 Juli 2021},
  year   = {2021},
  month  = {01}
}

@misc{mit_ml_expl,
  author = {Brown, Sara},
  title  = {Machine Learning, explained},
  url    = {https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained},
  note   = {diakses 10 Juli 2021},
  year   = {2021},
  month  = {04}
}

@misc{ms_ml_expl,
  author = {Microsoft Azure Cloud Team},
  title  = {What is machine learning ?},
  url    = {https://azure.microsoft.com/en-us/overview/what-is-machine-learning-platform/},
  note   = {diakses 10 Juli 2021}
}

@inproceedings{prasetijo,
  author    = {A. B. {Prasetijo} and R. R. {Isnanto} and D. {Eridani} and Y. A. A. {Soetrisno} and M. {Arfan} and A. {Sofwan}},
  booktitle = {2017 4th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE)},
  title     = {Hoax detection system on Indonesian news sites based on text classification using SVM and SGD},
  year      = {2017},
  volume    = {},
  number    = {},
  doi       = {10.1109/ICITACEE.2017.8257673},
  issn      = {},
  month     = {10}
}


@article{rahutomo,
  author  = {Rahutomo, Faisal and Pratiwi, Inggrid and Ramadhani, Diana},
  year    = {2019},
  month   = {07},
  pages   = {},
  title   = {Eksperimen Naïve Bayes Pada Deteksi Berita Hoax Berbahasa Indonesia},
  volume  = {23},
  journal = {JURNAL PENELITIAN KOMUNIKASI DAN OPINI PUBLIK},
  doi     = {10.33299/jpkop.23.1.1805}
}

@article{rani2013persepsi,
  title  = {Persepsi Jurnalis dan Praktisi Humas terhadap Nilai Berita},
  author = {Rani and Ni Luh Ratih Maha},
  year   = {2013},
  doi    = {10.24002/jik.v10i1.155}
}

@inproceedings{sun2019fine,
  title        = {How to fine-tune bert for text classification?},
  author       = {Sun, Chi and Qiu, Xipeng and Xu, Yige and Huang, Xuanjing},
  booktitle    = {China National Conference on Chinese Computational Linguistics},
  pages        = {194--206},
  year         = {2019},
  organization = {Springer}
}

@inproceedings{wilie2020indonlu,
  title     = {IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding},
  author    = {Bryan Wilie and Karissa Vincentio and Genta Indra Winata and Samuel Cahyawijaya and X. Li and Zhi Yuan Lim and S. Soleman and R. Mahendra and Pascale Fung and Syafri Bahar and A. Purwarianti},
  booktitle = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing},
  year      = {2020}
}