构建生物信息学工作流程的智能系统

A. Fiannaca, S. Gaglio, M. L. Rosa, R. Rizzo, A. Urso
{"title":"构建生物信息学工作流程的智能系统","authors":"A. Fiannaca, S. Gaglio, M. L. Rosa, R. Rizzo, A. Urso","doi":"10.1109/CISIS.2012.141","DOIUrl":null,"url":null,"abstract":"In this paper a new intelligent system designed to support the researcher in the development of a workflow for bioinformatics experiments is presented. The proposed system is capable to suggest one or more strategies in order to resolve the selected problem and to support the user in the assembly of a workflow for complex experiments, using a a Knowledge base, representing the expertise about the application domain, and a Rule-Based system for decision-making activity. Moreover, the system can represent this workflow at different abstraction layers, freeing the user from implementation details and assisting him in the correct configuration of the algorithms. A sample workflow for protein complex extraction from protein-protein interaction network is presented in order to show the main features of the proposed workflow representation.","PeriodicalId":158978,"journal":{"name":"2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"An Intelligent System for Building Bioinformatics Workflows\",\"authors\":\"A. Fiannaca, S. Gaglio, M. L. Rosa, R. Rizzo, A. Urso\",\"doi\":\"10.1109/CISIS.2012.141\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper a new intelligent system designed to support the researcher in the development of a workflow for bioinformatics experiments is presented. The proposed system is capable to suggest one or more strategies in order to resolve the selected problem and to support the user in the assembly of a workflow for complex experiments, using a a Knowledge base, representing the expertise about the application domain, and a Rule-Based system for decision-making activity. Moreover, the system can represent this workflow at different abstraction layers, freeing the user from implementation details and assisting him in the correct configuration of the algorithms. A sample workflow for protein complex extraction from protein-protein interaction network is presented in order to show the main features of the proposed workflow representation.\",\"PeriodicalId\":158978,\"journal\":{\"name\":\"2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems\",\"volume\":\"40 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISIS.2012.141\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISIS.2012.141","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文介绍了一种新的智能系统,用于支持研究人员开发生物信息学实验工作流程。所提出的系统能够提出一个或多个策略,以解决所选择的问题,并支持用户在复杂实验的工作流组装中,使用知识库,表示有关应用领域的专业知识,以及基于规则的决策活动系统。此外,该系统可以在不同的抽象层表示该工作流,使用户从实现细节中解脱出来,并帮助他正确配置算法。为了展示所提出的工作流表示的主要特征,给出了一个从蛋白质-蛋白质相互作用网络中提取蛋白质复合物的示例工作流。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
An Intelligent System for Building Bioinformatics Workflows
In this paper a new intelligent system designed to support the researcher in the development of a workflow for bioinformatics experiments is presented. The proposed system is capable to suggest one or more strategies in order to resolve the selected problem and to support the user in the assembly of a workflow for complex experiments, using a a Knowledge base, representing the expertise about the application domain, and a Rule-Based system for decision-making activity. Moreover, the system can represent this workflow at different abstraction layers, freeing the user from implementation details and assisting him in the correct configuration of the algorithms. A sample workflow for protein complex extraction from protein-protein interaction network is presented in order to show the main features of the proposed workflow representation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Trustworthiness-based Group Communication Protocols Evaluation of Human Robot Interaction Factors of a Socially Assistive Robot Together with Older People Architecture for Integrating Computational Tools Based on Grid Services for System Monitoring and Alerting Evaluation of Never Die Network for a Rural Area in an Ultra Large Scale Disaster Towards a Model for Recognising the Social Attitude in Natural Interaction with Embodied Agents
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1