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Title:
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A multi-document summarization system for sociology dissertation abstracts : design, implementation and evaluation.
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Author:
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Ou, Shiyan.; Khoo, Christopher Soo Guan.; Goh, Dion Hoe Lian.
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Copyright year:
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2005 |
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Abstract:
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The design, implementation and evaluation of a multi-document
summarization system for sociology dissertation abstracts are described. The system focuses on extracting variables and their relationships from different
documents, integrating the extracted information, and presenting the integrated
information using a variable-based framework. Two important summarization steps – information extraction and information integration were evaluated by
comparing system-generated output against human-generated output. Results indicate that the system-generated output achieves good precision and recall while extracting important concepts from each document, as well as good
clusters of similar concepts from the set of documents. |
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Subject:
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DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval. |
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Type:
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Journal Article |
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Series/ Journal Title:
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Lecture notes in computer science |
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School:
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Wee Kim Wee School of Communication and Information |
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Version:
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Published version |
