Volume 2, Issue 3, October 2009, Pages 202 - 218
Experiences with and Reflections on Text Summarization Tools
Received 23 August 2009, Accepted 12 September 2009, Available Online 1 October 2009.
- https://doi.org/10.2991/ijcis.2009.2.3.3How to use a DOI?
- Text summarization, sentence extraction methods, summarization evaluation, computing with words
- Text summarization is a process of distilling the most important content from text documents. While human beings have proven to be extremely capable summarizers, computer based automatic abstracting and summarizing has proven to be extremely challenging tasks. In this paper we report our experience with applying extractive summarization techniques to process news articles, economic reports and nursing narratives. We present analysis of the effect of different summarization methods and parameters on the summarization results. We also compare the performance of the summarizers across the three different document genres. The learned lessons are discussed and the possibilities for applying the theory of Computing with Words in text summarization are elaborated.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - JOUR AU - Shuha Liu PY - 2009 DA - 2009/10 TI - Experiences with and Reflections on Text Summarization Tools JO - International Journal of Computational Intelligence Systems SP - 202 EP - 218 VL - 2 IS - 3 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2009.2.3.3 DO - https://doi.org/10.2991/ijcis.2009.2.3.3 ID - Liu2009 ER -