Which linguistic feature is MOST critical for retail sentiment analysis systems when identifying customer satisfaction in product reviews?

Modern retail businesses increasingly rely on sentiment analysis tools to understand customer feedback and improve their offerings. These systems are built on complex linguistic principles that help computers interpret human language. This poll tests your knowledge about how linguistic concepts are applied in retail sentiment analysis technologies to decode customer opinions and emotions.

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Semantic understanding of sentiment valence and intensity in adjective phrases
Syntactic parsing of sentence structure and grammar
Phonological analysis of speech patterns in audio reviews
Morphological breakdown of word formation rules