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Study Program Statistics and Data Science Departement of Statistics Text Analytics Overview Gerry Alfa Dito

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NLP vs Text Analytics • Text Analytics (Mining/Analysis) adalah tentang mengolah kumpulan teks yang berskala besar untuk menghasilkan (generate) insight baru dan relevan. • Natural Language Processing mengkaji bagaimana komputer (machines) dapat "membaca", "memahami", dan meniru ucapan manusia.

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NLP vs Text Analytics (Miner et al. 2012)

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Text Analytics Areas (Miner et al. 2012)

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General Text Analytics Workflow (Vajjala et al. 2020)

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Classical Learning-Based Text Analytics (Vajjala et al. 2020)

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Deep Learning-Based Text Analytics (Vajjala et al. 2020)

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Referensi • Vajjala S, Majumder B, Gupta A, Surana H. 2020. Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems. O’Reilly Media. • Miner G, Elder J, Fast A, Hill T, Nisbet R, Delen D. 2012. Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications. Elsevier Science. (ITPro collection). • taudata Analytics: NLPTM-01: Pendahuluan Natural Language Processing dan Text Preprocessing • A Guide: Text Analysis, Text Analytics & Text Mining | by Michelle Chen | Towards Data Science