TITLE

A KNOWLEDGE DOCUMENT STRUCTURED SUMMARIZATION MODEL

AUTHOR(S)
Shih-Ting Yang; Yu-Ting Gong
PUB. DATE
March 2013
SOURCE
International Journal of Electronic Business Management;2013, Vol. 11 Issue 1, p60
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
It is a common practice to acquire information and knowledge from the Internet; thus, keyword searching, document classification and other technologies have been developed to facilitate document searching. Although the search engines can narrow down the scope of search, knowledge demanders without domain knowledge in the specific fields need to continuously search and receive feedbacks. Hence, this paper develops a Knowledge Structured Document Summarization model to analyze the ergonomic technology reports from the website of "Institute of Occupational Safety and Health". Then the expressions and domain vocabulary of knowledge documents can be captured to develop the domain vocabulary database via Knowledge Document Analysis (KDA) module. Secondly, through the Conceptual Sentence Acquisition (CSA) module, the conceptual or representative sentences of domain documents can be derived and serve as candidate sentences for structured summarization. Finally, the Document Structured Summarization (DSS) module is used to calculate and retrieve representative sentences of the documents and integrate them into document abstract for knowledge demanders. That is, through this model, knowledge demanders can directly read the desired parts according to problems to ensure demanders can find document they want within a short time. In addition, a web-based system is developed based on the proposed model. Finally, the improvement reports (knowledge documents) collected from the "Institute of Occupational Safety and Health" are used for verification and the kernel modules of the system are applied to demonstrate feasibility of the proposed methodology and the developed system.
ACCESSION #
87590859

 

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