Wikitop: Using Wikipedia Category Network to Generate Topic Trees

Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie

AAAI 2017 pp. 4951-4952

doi:10.1609/AAAI.V31I1.11119 /aaai/2017/kumar2017aaai-wikitop/

Abstract

Automated topic identification is an essential component invarious information retrieval and knowledge representationtasks such as automated summary generation, categorization search and document indexing. In this paper, we present the Wikitop system to automatically generate topic trees from the input text by performing hierarchical classification using the Wikipedia Category Network (WCN). Our preliminary results over a collection of 125 articles are encouraging and show potential of a robust methodology for automated topic tree generation.

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Cite

Text

Kumar et al. "Wikitop: Using Wikipedia Category Network to Generate Topic Trees." AAAI Conference on Artificial Intelligence, 2017. doi:10.1609/AAAI.V31I1.11119

Markdown

[Kumar et al. "Wikitop: Using Wikipedia Category Network to Generate Topic Trees." AAAI Conference on Artificial Intelligence, 2017.](https://mlanthology.org/aaai/2017/kumar2017aaai-wikitop/) doi:10.1609/AAAI.V31I1.11119

BibTeX

@inproceedings{kumar2017aaai-wikitop,
  title     = {{Wikitop: Using Wikipedia Category Network to Generate Topic Trees}},
  author    = {Kumar, Saravana and Rengarajan, Prasath and Annie, Arockia Xavier},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2017},
  pages     = {4951-4952},
  doi       = {10.1609/AAAI.V31I1.11119},
  url       = {https://mlanthology.org/aaai/2017/kumar2017aaai-wikitop/}
}