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Conference Paper  · June 2015 with159 Reads
DOI 10.1007/978-3-319-19581-0_18
Abstract
The problem of classifying sentences into various categories, arises frequently in text mining applications. One of the most important categorization of sentences observed in product reviews, movie reviews, blogs, customer feedbacks is-Suggestions, Appreciations and Complaints. We observed that the document classification techniques do not perform well for these three non-topical sentence classes. We propose to solve this problem using a supervised approach based on Dependency-based Word Subsequence Kernel and its variations. We compare the performance of our approach with the state-of-the-art short text classification techniques on 2 different datasets-Performance Appraisal comments and Product Reviews.
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Dress 70s Hilfiger Red Sport Summer and Blue in Tommy Medium Party Size Dress Dress 60s Midi White Dress Vintage Dress Style Sleeveless June 2015
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        Colors- white, red, blue.







        Size on tag: 40.







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        Dress for size in pictures; medium.







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        Material: 100% crimped polyester.







        Measurements- taken flat:







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        Length: shoulder to hem







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        Hip: 51 cm / 20 inches