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## Introduction
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## Introduction
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Sentiment Analysis (SA) happens at various levels:
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Sentiment Analysis happens at various levels:
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- Document-level SA evaluate sentiment of a single entity (i.e. a product) from a review document.
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- Document-level Sentiment Analysis evaluate sentiment of a single entity (i.e. a product) from a review document.
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- Sentence-level SA evaluate sentiment from a single sentence.
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- Sentence-level Sentiment Analysis evaluate sentiment from a single sentence.
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- Aspect-level SA performs finer-grain analysis. For example, the sentence “the iPhone’s call quality is good, but its battery life is short.” evaluates two aspects: call quality and battery life, of iPhone (entity). The sentiment on iPhone’s call quality is positive, but the sentiment on its battery life is negative. (Liu 2012)
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- Aspect-level Sentiment Analysis performs finer-grain analysis. For example, the sentence “the iPhone’s call quality is good, but its battery life is short.” evaluates two aspects: call quality and battery life, of iPhone (entity). The sentiment on iPhone’s call quality is positive, but the sentiment on its battery life is negative. (Liu 2012)
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Most recent research focuses on the aspect-based approaches. But not all opensource implementations are caught up yet.
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Most recent research focuses on the aspect-based approaches. But not all opensource implementations are caught up yet.
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