Customer Review Summarization using Hybrid Analysis of Sentiments: DE - Softcover

Kaur, Gagandeep; Pinjarkar, Latika; Agrawal, Poorva

Softcover

ISBN 10: 6207805356 ISBN 13: 9786207805358

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

The rapid increase in textual content generation from sources like WhatsApp, Instagram, and Amazon produces massive amounts of data daily. Interpreting this data can help business owners understand the public perception of their products or services and make informed decisions. Due to the large volume of text, Natural Language Processing (NLP), a crucial aspect of Sentiment Analysis (SA), is essential for content interpretation. This research focuses on developing a Consumer Review Summarization (CRS) model using NLP techniques and Long Short-Term Memory (LSTM) to summarize data and provide businesses with significant insights into consumer behavior and preferences. The CRS model's effectiveness relies on the SA model and consists of two phases: SADL and CRS. The SADL phase includes review preprocessing, feature extraction, and sentiment classification, while the CRS phase performs automatic summarization based on the SADL outcomes.

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Über die Autorin bzw. den Autor

Dr. Gagandeep Kaur obtained her PhD degree (CSE) in 2023 and M.Tech degree(CSE) in 2011. She has been engaged in research and teaching for more than 12 years. At present she is working as Assist. Prof. in CSE Dept. at Symbiosis Institute of Technology, Nagpur. She has published more than 20 research papers in International Journals/Conferences.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 6207805356
• ISBN 13: 9786207805358
• Einband: Taschenbuch
• Anzahl der Seiten: 132
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editorial Academica Espanola; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland