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Neelima S. Ambekar

Affiliation: Department of Artificial Intelligence and Data Science, MET Bhujbal Knowledge City, Nashik
Department: Assistant Professor
Location: India

1 article

Published Subscription Original Research 18 Nov 2025
Aspect-Based Sentiment Analysis Using a Hybrid Approach with Dependency Parsing
By Shravani B. Nikam, Ishika B. Mulekar, Diya A. Deshmukh, Sanuja K. Khutale, Neelima S. Ambekar

Abstract: The rapid expansion of digital communication has resulted in an unprecedented volume of consumer-generated textual data across online reviews, social media platforms, forums, and e-commerce websites. Extracting meaningful insights from this data is increasingly important for organizations seeking to understand customer opinions, preferences, and behavioral trends. Despite significant advances in sentiment analysis, many existing approaches primarily focus on surface-level features and often overlook deeper syntactic and semantic relationships within text. …

Published in International Journal of Algorithms Design and Analysis Review · Vol. 4, Issue 1, 2026 · pp. 01–09 Read article