Text Categorization

Requirements

I. Source References

The basic requirements are acquired from following documents, web-site, and Ms Susanne Humphrey.

• Paper
  • Word Sense Disambiguation by Selecting the Best Semantic Type Based on Journal Descriptor Indexing: Preliminary Experiment , Am Soc Inf Sci, Jan., 200a, 1;57(1):87-113. Erratum in: J AM Soc Inf Sci, Mar. 2006, 57(4):726.
  • Automatic Indexing by Discipline and High-Level Categories: Methodology and Potential Applications
  • Automatic Indexing of Documents from Journal Descriptors: A Preliminary Investigation

  • Word Sense Disambiguation by Selecting the Best Semantic Type Based on Journal Descriptor Indexing: Preliminary Experiment (Technical Report)

• Web-site
  • Journal Descriptor (JD) Indexing
  • MEDLINE Tags
  • Indexing Initiative
  • UMLS Knowledge Source Server
  • Semantic Knowledge Representation
  • WSD Test Collection

II. Software Prototype

• Data set
  • Complete data set

• Tool Options
  • MedLine Tokenizer
  • Journal Descriptor Indexing
  • Semantic Type Indexing
  • Semantic Type Real-Time Indexing
  • Semantic Type Word Sense Disambiguation