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InfoMap knowledge management and inference system

Inventor
Wen-Lian Hsu
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Docket Number:05T-1070829

Inventor:Wen-Lian Hsu

IP Status:Trade Secret

 

Abstract:

InfoMap is a knowledge depository that can store the ontology of a concept of interest together with related semantic templates, which can be used to do annotation. Besides, it can store natural language scripts and programs to execute complex instructions and make inference.

 

Fields of Application:

  1. InfoMap can be used to deal with dialog systems that demand in-depth understanding, anaphora resolution, and etc.;
  2. It can be used to understand natural language script and to execute them as a software agent;
  3. It can be used to develop artificial intelligent software in education, such as automatic problem solving, solution explanation, difficulty resolution.

 

Advantages when compared to the existing technologies:

Besides storing ontological and domain knowledge, InfoMap is designed to fully utilize our principle-based approach (PBA) to perform approximate matching. This helps provide proper annotation and inference on input text. Since the inference process is transparent and visualizable on InfoMap, error analysis and correction is much simpler than ordinary machine learning models, which makes PBA an explainable machine learning model.

 

Contact Person:Chun-Lin Su / 886-2-2787-2623 / chunsu@gate.sinica.edu.tw