Innovative tools to enable exploration of complex and specialised data sets

支持探索复杂且专业的数据集的创新工具

• 批准号: EP/M507106/1
• 负责人: Maria Fasli
• 金额: $ 13.62万
• 依托单位: University of Essex
• 依托单位国家: 英国
• 项目类别: Research Grant
• 财政年份: 2014
• 资助国家: 英国
• 起止时间: 2014 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=EP%2FM507106%2F1
• 关键词: Innovative; tools; enable; exploration; complex

In the age of Big Data, knowledge workers - individuals, companies and organisations whose primary focus is knowledgeand information extraction and usage - find it increasingly difficult to search for and identify accurate and relevantinformation. In particular, in the domain of scientific literature and IP search, where the underlying corpora are growing at ahuge rate, this is a daunting task and human expertise and involvement remain critical. This project aims to develop a suiteof techniques and methods that will enable users to search for and identify relevant information within a corpus moreefficiently and effectively. The methods developed will deploy semantic-based analysis, domain and lexical linguisticontologies in order to first understand the user needs based on the underlying domain of application and subsequentlyenable more accurate information retrieval through enhanced search and cross-reference of information. In addition, theproject aims to offer advanced user services through sharing of search strategies which will be identified by observing andunderstanding patterns in users' search behaviours.

在大数据时代，知识型员工--主要关注知识和信息提取和使用的个人、公司和组织--发现搜索和识别准确和相关的信息变得越来越困难。特别是，在科学文献和知识产权搜索领域，基础语料库正在以巨大的速度增长，这是一项艰巨的任务，人力专业知识和参与仍然至关重要。该项目旨在开发一套技术和方法，使用户能够更有效地在语料库中搜索和识别相关信息。所制定的方法将采用基于语义的分析、领域和词汇语言学，以便首先根据应用程序的基本领域理解用户需求，然后通过加强信息搜索和相互参照，使信息检索更加准确。此外，该项目旨在通过分享搜索策略来提供高级用户服务，这些策略将通过观察和理解用户搜索行为的模式来确定。

项目成果

Ontology-Driven Advanced Drug-Drug Interaction

本体驱动的高级药物相互作用

• 作者: Shahzad, S. K.

Graph-based information exploration over structured and unstructured data

对结构化和非结构化数据进行基于图的信息探索

• DOI: 10.1109/bigdata.2017.8258145
• 发表时间: 2017
• 作者: Koumoutsos G