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.
Figures
… 
Full-text
Content uploaded by Girish Palshikar
deciphering_review_comments_identifying_suggestions_appreciations_and_complaints_NLDB_2015.pdf
210 B
T David 80s Tour Skyscraper Lee Roth Concert Shirt 1988 Sorry, there is no online preview for this file type.

Recommendations


David 1988 80s Roth Shirt Skyscraper Concert Lee T Tour
Conference Paper
Full-text available
T Roth Skyscraper David Shirt Tour Concert Lee 1988 80s June 2015
    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... [Show full abstract]
    Article
    Tour Concert Skyscraper Roth 1988 Lee 80s T Shirt David Full-text available
    December 2017
      We propose a Label Propagation based algorithm for weakly supervised text classification. We construct a graph where each document is represented by a node and edge weights represent similarities among the documents. Additionally, we discover underlying topics using Latent Dirichlet Allocation (LDA) and enrich the document graph by including the topics in the form of additional nodes. The edge... [Show full abstract]
      Article
      December 2017
        T 80s David Skyscraper Roth Lee 1988 Concert Tour Shirt
      Performance appraisal (PA) is an important HR process to periodically measure and evaluate every employee's performance vis-a-vis the goals established by the organization. A PA process involves purposeful multi-step multi-modal communication between employees, their supervisors and their peers, such as self-appraisal, supervisor assessment and peer feedback. Analysis of the structured data... [Show full abstract]
      Dubai gown sale Wedding abaya Maxi kaftans very Ladies abaya earings Dress fancy dubai jalabiya on rzw4rqfx
      Article
      June 2018
        Performance appraisal (PA) is a crucial HR process that enables an organization to periodically measure and evaluate every employee’s performance and also to drive performance improvements. In this paper, we describe a novel system called HiSPEED to analyze PA data using automated statistical, data mining and text mining techniques, to generate novel and actionable insights/patterns and to... [Show full abstract]
        Discover more
        retro green flower Iza cs4 olive flower Shirt longsleeve melange Fabian sweater ladies green sweater vq8zgvw
        David Tour Skyscraper Roth Lee Concert T 1988 Shirt 80s 6vZwPqdPn David Tour Skyscraper Roth Lee Concert T 1988 Shirt 80s 6vZwPqdPn
        Vintage 1988 David Lee Roth tour tee.



        Soft 50/50 material. Has a few marks due to age.







        Made In USA







        Label: Screen Stars



        Label Size: XL



        Fits Like: M



        MEASUREMENTS:



        (Taken whilst item is laying flat)



        Pit: 21 inches



        Length: 28 inches







        Material: 50/50







        Model is 5'8 and a size 6.







        Note: All items are sent via registered post from Australia.