A Framework of Hypotheses Generation from Scientific Literatures

机译：科学文献产生假说的框架

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In this paper, we propose a framework of hypotheses generation from scientific literature. The framework mainly consists of three modules: ontology-based domain knowledge representation; represent the existing research themes with association rule; and inference generation. The hypotheses generation process is accompanied by interactive selection of researchers. This provides an environment for researchers to assist hypotheses generation by discovering inferences from current research themes in scientific literature. Based on their research interest and background knowledge, researchers can evaluate the reasonability and utility of the inferences, and select some of them as their future research directions.

机译：在本文中，我们提出了从科学文献中生成假设的框架。该框架主要由三个模块组成：基于本体的领域知识表示；用关联规则代表现有的研究主题；和推理生成。假设的产生过程伴随着研究人员的互动选择。这为研究人员提供了一个环境，可通过发现科学文献中当前研究主题的推论来辅助假设的产生。根据研究兴趣和背景知识，研究人员可以评估推理的合理性和实用性，并选择其中一些作为未来的研究方向。

著录项

来源
《International Symposium on Knowledge and Systems Sciences(KSS2004); 20041110-12; Ishikawa(JP)》|2004年|P.238-242|共5页
会议地点 Ishikawa(JP)
作者
Wei Huang; Yoshiteru Nakamori; Shouyang Wang;
展开▼
作者单位

School of Knowledge Science, Japan Advanced Institute of Science and Technology 1-1 Asahidai, Tatsunokuchi, Ishikawa, 923-1292, Japan;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类系统科学;
关键词
knowledge discovery; association rule mining;

机译：知识发现；关联规则挖掘;

相似文献

外文文献
中文文献
专利

1. An automated framework for hypotheses generation using literature [J] . Vida Abedi, Ramin Zand, Mohammed Yeasin, BioData Mining . 2012,第1期

机译：使用文献自动生成假设的框架
2. Identification of research hypotheses and new knowledge from scientific literature [J] . Matthew Shardlow, Riza Batista-Navarro, Paul Thompson, BMC Medical Informatics and Decision Making . 2018,第1期

机译：确定研究假设和科学文献中的新知识
3. Literature-based generation of hypotheses on chemical composition using database co-occurrence of chemical compounds [J] . Milman BL Journal of chemical information and modeling . 2005,第5期

机译：基于化合物的数据库共现，基于文献的化学成分假设生成
4. A Framework of Hypotheses Generation from Scientific Literatures [C] . Wei Huang, Yoshiteru Nakamori, Shouyang Wang, International Symposium on Knowledge and Systems Sciences . 2004

机译：来自科学文献的假设产生的框架
5. Good science / God science?: On the scientific legitimacy of design hypotheses. [D] . O'Neal, Bryan. 2010

机译：好的科学/上帝的科学？：关于设计假设的科学合法性。
6. An automated framework for hypotheses generation using literature [O] . Vida Abedi, Ramin Zand, Mohammed Yeasin, 2012

机译：使用文献自动生成假设的框架
7. An automated framework for hypotheses generation using literature [O] . Vida Abedi, Ramin Zand, Mohammed Yeasin, 2012

机译：使用文献自动生成假设的框架

A Framework of Hypotheses Generation from Scientific Literatures

摘要

著录项

相似文献

相关主题

期刊订阅