Polarity Classification of Blog TREC 2008 Data with a Geodesic Kernel

Abstract

In this paper we describe the TNO approach to large-scale polarity classification of the Blog TREC 2008 dataset. Our participation consists of the submission of the 5 baseline runs provided by NIST, for which we applied a multinomial kernel machine operating on character n-gram representations.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 2008
Accession Number
ADA512703

Entities

People

  • Stephan Raaijmakers
  • Wessel Kraaij

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Abstracts
  • Boundaries
  • Classification
  • Cognitive Science
  • Data Mining
  • Frequency
  • Geometry
  • Information Operations
  • Lessons Learned
  • Machine Learning
  • Personality
  • Polarity
  • Precision
  • Standards
  • Supervised Machine Learning
  • Training

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Computational Linguistics
  • Computer Vision.