Aspect-Based Sentiment Analysis of Indonesian-Language Hotel Reviews Using Long Short-Term Memory with an Attention Mechanism

Author:

Cendani Linggar MaretvaORCID,Kusumaningrum RetnoORCID,Endah Sukmawati NurORCID

Publisher

Springer International Publishing

Reference27 articles.

1. Badan Pusat Statistik: Kunjungan Wisatawan Mancanegara per bulan Menurut Kebangsaan (Kunjungan), Badan Pusat Statistik (2021). https://www.bps.go.id/indicator/16/1470/1/kunjungan-wisatawan-mancanegara-per-bulan-menurut-kebangsaan.html

2. Startup Ranking: Countries - With the top startups worldwide. Startup Ranking (2021).  https://www.startupranking.com/countries

3. Liu, B.: Sentiment Analysis and Opinion Mining. Morgan & Claypool Publishers (2012)

4. Ma, Y., Peng, H., Cambria, E.: Targeted aspect-based sentiment analysis via embedding commonsense knowledge into an attentive LSTM. In: 32nd AAAI Conference Artificial Intelligence AAAI, vol. 2018, pp. 5876–5883 (2018)

5. Priyantina, R.A., Sarno, R.: Sentiment analysis of hotel reviews using Latent Dirichlet Allocation, semantic similarity and LSTM. Int. J. Intell. Eng. Syst. 12(4), 142–155 (2019). https://doi.org/10.22266/ijies2019.0831.14

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