@inproceedings{c3b3bae036f74d73b533950e747a7e6b,
title = "Clustering and summarization topics of subject knowledge through analyzing internal links of Wikipedia",
abstract = "This work introduces a semantics-based navigation application called WNavis. It facilitates informationseeking activities in internal link-based websites within Wikipedia. Our goal is to develop an application that helps users easily find related articles on a given topic and then quickly check the content of articles to explore concepts in Wikipedia. We constructed a subject-based network by analyzing the internal links of Wikipedia and applying a semantic relatedness analysis to measure the strength of the semantic relationships between articles. In order to locate specific information and enable users to quickly explore and read subject-related articles, we propose a social network analysis (SNA)-based topic summarization technique that extracts meaningful sentences from articles. We applied a number of intrinsic evaluation methods to demonstrate the efficacy of the summarization techniques. Our findings have implications for the design of a navigation tool that can help users explore topics and increase their subject knowledge.",
keywords = "Intrinsic evaluation, Navigation application, Social network analysis, Summarization",
author = "Wu, \{I. Chin\} and Tsai, \{Chi Hong\} and Lin, \{Yu Hsuan\}",
year = "2013",
doi = "10.1109/IRI.2013.6642458",
language = "English",
isbn = "9781479910502",
series = "Proceedings of the 2013 IEEE 14th International Conference on Information Reuse and Integration, IEEE IRI 2013",
publisher = "IEEE Computer Society",
pages = "90--96",
booktitle = "Proceedings of the 2013 IEEE 14th International Conference on Information Reuse and Integration, IEEE IRI 2013",
note = "2013 IEEE 14th International Conference on Information Reuse and Integration, IEEE IRI 2013 ; Conference date: 14-08-2013 Through 16-08-2013",
}