Filling the gaps between tools and users: A tool comparator, using protein-protein interaction as an example

Yoshinobu Kano, Ngan Nguyen, Rune SÆtre, Kazuhiro Yoshida, Yusuke Miyao, Yoshimasa Tsuruoka, Yuichiro Matsubayashi, Sophia Ananiadou, Junichi Tsujii

研究成果: Conference contribution

11 被引用数 (Scopus)

抄録

Recently, several text mining programs have reached a near-practical level of performance. Some systems are already being used by biologists and database curators. However, it has also been recognized that current Natural Language Processing (NLP) and Text Mining (TM) technology is not easy to deploy, since research groups tend to develop systems that cater specifically to their own requirements. One of the major reasons for the difficulty of deployment of NLP/TM technology is that re-usability and interoperability of software tools are typically not considered during development. While some effort has been invested in making interoperable NLP/TM toolkits, the developers of end-to-end systems still often struggle to reuse NLP/TM tools, and often opt to develop similar programs from scratch instead. This is particularly the case in BioNLP, since the requirements of biologists are so diverse that NLP tools have to be adapted and re-organized in a much more extensive manner than was originally expected. Although generic frameworks like UIMA (Unstructured Information Management Architecture) provide promising ways to solve this problem, the solution that they provide is only partial. In order for truly interoperable toolkits to become a reality, we also need sharable type systems and a developer-friendly environment for software integration that includes functionality for systematic comparisons of available tools, a simple I/O interface, and visualization tools. In this paper, we describe such an environment that was developed based on UIMA, and we show its feasibility through our experience in developing a protein-protein interaction (PPI) extraction system.

本文言語English
ホスト出版物のタイトルPacific Symposium on Biocomputing 2008, PSB 2008
ページ616-627
ページ数12
出版ステータスPublished - 2008
外部発表はい
イベント13th Pacific Symposium on Biocomputing, PSB 2008 - Kohala Coast, HI, United States
継続期間: 2008 1月 42008 1月 8

出版物シリーズ

名前Pacific Symposium on Biocomputing 2008, PSB 2008

Other

Other13th Pacific Symposium on Biocomputing, PSB 2008
国/地域United States
CityKohala Coast, HI
Period08/1/408/1/8

ASJC Scopus subject areas

  • 計算理論と計算数学
  • 生体医工学
  • 医学(全般)

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