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Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model

Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model

Starting at: Rs.5,500.00

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Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model

Minin g opinion targets and opinion words from online reviews are important tasks f or fine -grained opinion mining, the key c omponent of which i nvolves de t ectin g opi nion rel ation s amo n g wo rds. To this en d, thi s paper proposes a novel approach based on the part ial ly-sup ervised ali gnment model , which r egards identifying opinion relatio ns as an alignment process . Then, a graph- based co- ranking algorithm is exploited to estimate the confidence of each can didate. Fina lly, candida tes with higher confidence are extracted as opinion targets or opinion words. Compared to previous methods based on the near est- neigh bor rules, our model captur es opin ion rela tions more precisely, especially f or long-span relati ons.


 


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  • Model: PROJ7833
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This product was added to our catalog on Saturday 12 August, 2017.

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