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2011 Sixth International Conference on Digital Information Management最新文献

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International program committee 国际项目委员会
Pub Date : 2021-09-01 DOI: 10.1109/ACSD.2005.22
N. Kolchanov, R. Hofestadt, Dagmara Furman, D. Afonnikov, M. Gelfand, V. Govorun, L. Milanesi, I. Rogozin, M. Samsonova, A. Sarai, K. Skryabin, L. Zhivotovsky, Jagath Rajapakse, Ekaterina Denisova, A. Kharkevich, G. Kiseleva, Yu. S. Orlov
Nikolay Kolchanov Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia (Chairman of the Conference) Ralf Hofestadt University of Bielefeld, Germany (Co-Chairman of the Conference) Dagmara Furman Institute of Cytology and Genetics SB RAS, Novosibirsk, (Conference Scientific Secretary) Dmitry Afonnikov Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia Mikhail Gelfand GosNIIGenetika, Moscow, Russia Vadim Govorun Institute of Physicochemical Medicine, RAMS, Moscow, Russia Reinhart Heinrich Humboldt University Berlin, Berlin, Germany Charlie Hodgman Multidisciplinary Centre for Integrative Biology, School of Biosciences, University of Nottingham, UK Alexey Kochetov Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia Eugene Koonin National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, USA Vassily Lyubetsky Institute for Informational Transmission Problems RAS, Moscow, Russia Luciano Milanesi National Research Council – Institute of Biomedical Technology, Italy Viatcheslav Mordvinov Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia Yuriy Orlov Genome Institute of Singapore, Laboratory of Information & Mathematical Sciences, Singapore Igor Rogozin Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia Cenk Sahinalp Computing Science, Simon Fraser University, Burnaby, Canada Maria Samsonova St.Petersburg State Polytechnic University, St.Petersburg, Russia Akinori Sarai Kyushu Institute of Technology (KIT), Iizuka, Japan Konstantin Skryabin Centre "Bioengineering" RAS, Moscow, Russia Rustem Tchuraev Institute of Biology, Ufa Sci. Centre RAS, Ufa, Russia Denis Thieffry ESIL-GBMA, Universite de la Mediterranee, Marseille, France Jennifer Trelewicz IBM Almaden Research Center, San Jose, California, USA Edgar Wingender UKG, University of Goettingen, Goettingen, Germany Lev Zhivotovsky Institute of General Genetics RAS, Moscow, Russia Jagath C. Rajapakse School of Computer Engineering, Nanyang Technological University, Singapore
Nikolay Kolchanov细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯(会议主席)Ralf Hofestadt比勒费尔德大学,德国(会议联合主席)Dagmara Furman细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯(会议科学秘书)Dmitry Afonnikov细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯Mikhail Gelfand GosNIIGenetika,俄罗斯莫斯科Vadim Govorun理化医学研究所,莫斯科,RAMS俄罗斯莱因哈特·海因里希·洪堡大学柏林,德国柏林,英国诺丁汉大学生物科学学院查理·霍奇曼综合生物学多学科中心,阿列克谢·科切托夫细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯,尤金·库宁国家生物技术信息中心,国家医学图书馆,美国国立卫生研究院,Bethesda,莫斯科,Vassily Lyubetsky信息传输问题研究所俄罗斯Luciano Milanesi国家研究委员会-生物医学技术研究所,意大利Viatcheslav Mordvinov细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯新加坡Yuriy Orlov基因组研究所,信息与数学科学实验室,新加坡Igor Rogozin细胞学和遗传学研究所SB RAS,新西伯利亚,俄罗斯Cenk Sahinalp计算科学,西蒙弗雷泽大学,加拿大本拿比,Maria Samsonova圣彼得堡国立理工大学,俄罗斯圣彼得堡秋日斋莱九州理工学院(KIT),日本Iizuka康斯坦丁·斯克里亚宾中心“生物工程”RAS,俄罗斯莫斯科,俄罗斯乌法科学院系统Tchuraev生物研究所Denis Thieffry ESIL-GBMA,法国地中海大学,Marseille,法国Jennifer Trelewicz IBM Almaden研究中心,圣何塞,加利福尼亚,美国Edgar Wingender UKG,哥廷根大学,哥廷根,德国Lev Zhivotovsky通用遗传学研究所RAS,莫斯科,俄罗斯Jagath C. Rajapakse计算机工程学院,新加坡南洋理工大学
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引用次数: 0
Pattern mining for query answering in marine sensor data 船舶传感器数据查询应答的模式挖掘
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093319
Md. Sumon Shahriar, Paulo A. de Souza, G. Timms
An integrated pattern mining technique for query answering is proposed for marine sensor data. In pattern query, we adopt the dynamic time warping (DTW) method and propose the use of a query relaxation approach in finding similar patterns. We further calculate prediction from discovered similar patterns in marine sensor data. The predictive values are then compared with the forecast from hydrodynamic model data. In addition, we present query answering using a clustering technique. Finally, we show implementation results in a marine sensor network deployed in the South East of Tasmania, Australia.
提出了一种用于海洋传感器数据查询应答的集成模式挖掘技术。在模式查询中,我们采用动态时间规整(DTW)方法,并提出使用查询松弛方法来查找相似的模式。我们从海洋传感器数据中发现的类似模式进一步计算预测。然后将预测值与水动力模型数据的预测值进行比较。此外,我们提出了使用聚类技术的查询回答。最后,我们展示了部署在澳大利亚塔斯马尼亚州东南部的海洋传感器网络的实施结果。
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引用次数: 0
Strategic government initiatives to promote diffusion of online retailing in Saudi Arabia 政府的战略举措,以促进网上零售在沙特阿拉伯的扩散
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093333
Rayed Alghamdi, Steve Drew, Mohammed Alshehri
This paper presents findings from a study of factors affecting the rate of diffusion and adoption of online retailing in Saudi Arabia. In general, Saudi retailers have not responded actively to the global growth of online retailing. Accordingly, this research was conducted to find the key factors involved in this phenomenon. A major finding presented here, is that both buyers and sellers emphasize the need for government involvement to support and promote development of online commerce. Particularly, it indicates the need for strategic government initiatives to provide regulation, legislation, education, and trusted infrastructure for secure payment and delivery. Saudi Arabia presents a unique cultural, technological and political context for the development of e-commerce. We highlight the particular motivators and potential benefits of Saudi government involvement in e-commerce development. A new model for formulating roles and strategic government initiatives to support the successful diffusion of online retailing in KSA is presented and discussed. This will be of interest to any following the development of e-commerce and the information economy in the Arab nations.
本文介绍了影响沙特阿拉伯网上零售的扩散和采用率的因素的研究结果。总的来说,沙特的零售商并没有积极响应全球在线零售的增长。因此,本研究旨在找出造成这一现象的关键因素。这里提出的一个主要发现是,买家和卖家都强调需要政府参与,以支持和促进在线商务的发展。特别是,它表明需要战略性的政府举措,为安全支付和交付提供监管、立法、教育和可信的基础设施。沙特阿拉伯为电子商务的发展提供了独特的文化、技术和政治环境。我们强调了沙特政府参与电子商务发展的特殊动机和潜在利益。本文提出并讨论了一个新的模型,用于制定角色和战略性政府举措,以支持在线零售在沙特阿拉伯的成功扩散。这将引起任何关注阿拉伯国家电子商务和信息经济发展的人的兴趣。
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引用次数: 17
On mining XML integrity constraints 关于挖掘XML完整性约束
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093314
S. Fajt, I. Holubová, M. Nečaský
Since XML documents can appear in any semi-structured form, structural and integrity constraints are often imposed on the data that are to be modified or processed. These constraints are formally defined in a schema. But, despite the obvious advantages, the presence of a schema is not mandatory and many XML documents are not joined with any. Consequently, no integrity constrains are specified as well. In this paper we focus on extension of approaches for inferring an XML schema from a sample set of XML documents with mining primary and foreign keys. In particular we consider the keys in the context of XSD, i.e. absolute and relative as well as simple and composite keys. We propose a novel approach called KeyMiner and depict its efficiency experimentally using real-world and synthetic data.
由于XML文档可以以任何半结构化形式出现,因此通常会对要修改或处理的数据施加结构和完整性约束。这些约束在模式中正式定义。但是,尽管有明显的优势,模式的存在并不是强制性的,而且许多XML文档没有与任何模式连接。因此,也没有指定完整性约束。在本文中,我们将重点介绍通过挖掘主键和外键从XML文档样本集推断XML模式的方法的扩展。我们特别考虑XSD上下文中的键,即绝对键和相对键以及简单键和组合键。我们提出了一种称为KeyMiner的新方法,并使用真实世界和合成数据通过实验描述了其效率。
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引用次数: 6
Weighted hybrid features to resolve mixed entities 加权混合特征来解决混合实体
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093351
Ingyu Lee, Byung-Won On
With the popularity of Internet, tremendous amount of unstructured document information is available to access. Extracting related information from huge unstructured documents is a very difficult task. Especially, confusion can occur by synonym and polysemy, miss spelling, abbreviation, etc. To resolve those confusion is known as an Entity Resolution problem. Clustering algorithms have been popularly used to resolve mixed entities. However, most researches focus on one feature of an entity such as co-author lists or paper titles. In this paper, we are proposing a weighted hybrid feature scheme to distinguish mixed entities among unstructured documents. Experimental results show that weighted hybrid approach improves the accuracy and efficiency.
随着Internet的普及,大量的非结构化文档信息可供访问。从庞大的非结构化文档中提取相关信息是一项非常困难的任务。特别是同义词和多义词、拼错、缩写等容易造成混淆。为了解决这些混淆被称为实体解决问题。聚类算法已广泛用于解决混合实体。然而,大多数研究都集中在一个实体的一个特征上,比如合著者名单或论文标题。在本文中,我们提出了一种加权混合特征方案来区分非结构化文档中的混合实体。实验结果表明,加权混合方法提高了算法的精度和效率。
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引用次数: 0
Coconut fields classification using data mining on a large database of high-resolution Ikonos images 在高分辨率Ikonos图像的大型数据库上使用数据挖掘进行椰子田分类
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093370
Elise Desmier, Frédéric Flouvat, B. Stoll, Nazha Selmaoui-Folcher
Supervised classification of satellite images is a commonly used technique in Remote Sensing. It allows the production of thematic maps based on a training set chosen by domain experts. These training sets, called ROI (Regions Of Interest), statistically characterize each class (e.g. coconut, sand) of the satellite image. Thus, a set of ROI is manually created by domain expert for each image. When a large number of images with high resolution occurs, manual creation of ROI for each image can be very time and money consuming. In this paper, we propose a semi-automatic approach based on clustering to limit the number of ROI done by experts. Then, we use decision trees on a binary decomposition of RGB components to improve the classification. Experiments have been done on 306 high resolution images of Tuamotu archipelago.
卫星图像的监督分类是一种常用的遥感技术。它允许根据领域专家选择的训练集制作专题地图。这些训练集称为ROI(感兴趣区域),对卫星图像的每个类别(例如椰子,沙子)进行统计表征。因此,由领域专家为每个图像手动创建一组ROI。当出现大量具有高分辨率的图像时,手动创建每个图像的ROI可能非常耗时和耗时。在本文中,我们提出了一种基于聚类的半自动方法来限制专家所做的ROI数量。然后,我们使用决策树对RGB分量进行二值分解来改进分类。对土阿莫土群岛的306张高分辨率图像进行了实验。
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引用次数: 1
Information management in health systems: Considering an organic approach 卫生系统中的信息管理:考虑采用有机方法
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093336
S. Knight
The 2009 Report by the National Health and Hospitals Reform Commission (NHHRC) to the Federal government described the Australian Health Sector (AHS) and its information processes as “fragmented”. When presented with the observation that an organisation and its information or management processes are fragmented, it seems natural to assume such a state to be deficient. More often than not, the response is for an organisation to attempt to reform or standardise its systems in an attempt to un-fragment their core business. This paper argues for an alternative paradigm, informed by the science of Complexity, which conceptualises complex organisations and their processes in terms of being Complex Adaptive Systems (CAS). In this context, traditional information and management science approaches to understanding organisational characteristics such as fragmentation, process and information duplication or redundancy, and system regulation may require a rethink.
国家卫生和医院改革委员会(NHHRC) 2009年提交给联邦政府的报告将澳大利亚卫生部门及其信息处理描述为“支离破碎”。当观察到一个组织及其信息或管理流程是碎片化的,人们似乎很自然地认为这种状态是有缺陷的。通常情况下,组织的反应是试图改革或标准化其系统,以试图整合其核心业务。本文提出了一种由复杂性科学提供信息的替代范式,该范式将复杂组织及其过程概念化为复杂适应系统(CAS)。在这种情况下,传统的信息和管理科学方法来理解组织特征,如碎片化,过程和信息重复或冗余,以及系统监管可能需要重新思考。
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引用次数: 0
Private range query by perturbation and matrix based encryption 基于微扰和矩阵加密的私有范围查询
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093317
Junpei Kawamoto, Masatoshi Yoshikawa
In this paper, we propose a novel approach for private query; IPP (inner product predicate) method. Private query is a query processing protocol to obtain requesting tuples without exposing any information about what users request to third persons including service providers. Existing works about private query such as PIR, which ensure information theoretic safety, have severe restriction because they do not support range queries nor allow tuples having a same value in queried attributes. Our IPP method, on the other hands, focuses range queries mainly and it allows tuples having a same value in any attributes. IPP method employs a query transform by trusted clients (QT) scheme and proposes transformation algorithms which make the correlation between plain queries and transformed queries and the correlation between plain attribute values and transformed attribute values small enough. Thus, the transformed queries and attribute values have resistance to frequency analysis attacks which implies IPP method prevents attackers, who know the plain distribution of them, from computing the plain queries and attribute values from transformed values. IPP method adds perturbations to queries and attribute values and gives them a matrix based encryption to achieve the above property. We also confirm the computational cost on servers belongs to O(n) with the number of tuples n and is virtually no correlation between the distributions of transformed queries and queried attribute values and the plain distributions of them by experimental evaluations.
在本文中,我们提出了一种新的私有查询方法;IPP(内积谓词)方法。私有查询是一种查询处理协议,用于获取请求元组,而不会向第三方(包括服务提供者)暴露有关用户请求的任何信息。现有的私有查询(如PIR)虽然保证了信息理论上的安全性,但由于不支持范围查询,也不允许被查询属性中具有相同值的元组,因此存在严重的限制。另一方面,我们的IPP方法主要关注范围查询,它允许元组在任何属性中具有相同的值。IPP方法采用可信客户端的查询转换(QT)方案,提出了使普通查询与转换查询、普通属性值与转换属性值之间的相关性足够小的转换算法。因此,转换后的查询和属性值具有抗频率分析攻击的能力,这意味着IPP方法可以防止知道它们的明文分布的攻击者从转换后的值中计算出明文查询和属性值。IPP方法在查询和属性值中加入扰动,并对其进行基于矩阵的加密,以实现上述特性。我们还确认服务器上的计算成本属于O(n),与元组的数量n有关,并且通过实验评估,转换查询和查询属性值的分布与它们的普通分布之间实际上没有相关性。
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引用次数: 4
A service-based grid computing model to apply in the universities and institutes 基于服务的网格计算模型在高校和研究机构的应用
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093341
Fattaneh Mimhashemi, A. Albadavi, A. Asosheh, M. G. Tajgardoon
Development of science and technology in different fields followed by complicated calculations-based projects and studies, therefore, in recent years it has been attempted to find solutions for reducing the calculation and temporal costs in the area of such problems. Various distributed calculations method, each are seeking for reducing the costs by parallel implementation of calculation plans on non concentrated calculating nodes, among which grid computing, exploiting from unusable sources resulted in reduced costs for developing the calculation networks. In concurrent with developed countries, Iran Scientific Society tries to use such methods for reducing the temporal and resources costs by researching and defined some projects for providing service-based grid computing for being used in universities and researching house through the country and the one of the most important actions of such kind includes designing and introducing the grid of Institute for Studies in Theoretical Physics and Mathematics (IPM) where tries to aggregate universities and researching houses in the frame of a national grid and it has yet provided some of fundamental services of grid. This paper aims to provide a grid computing model for being used in universities and researching houses that implemented in Tarbiat Modares University by test.
随着科学技术在不同领域的发展,随之而来的是复杂的基于计算的项目和研究,因此,近年来人们一直试图找到减少这类问题领域的计算和时间成本的解决办法。各种分布式计算方法都在寻求通过在非集中的计算节点上并行实现计算方案来降低成本,其中网格计算利用了不可用的资源,从而降低了计算网络的开发成本。与发达国家一道,伊朗科学学会尝试使用这种方法,通过研究和定义一些项目,为全国的大学和研究机构提供基于服务的网格计算,以减少时间和资源成本,其中最重要的行动之一是设计和引入理论物理与数学研究所(IPM)的网格,试图将大学和研究机构聚集在一个框架中国家电网已经提供了一些基本的电网服务。本文旨在提供一种适用于高校和科研院所的网格计算模型,并通过测试在塔比亚莫达雷斯大学实现。
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引用次数: 1
Evaluating SPARQL using query federation and link traversal 使用查询联合和链接遍历评估SPARQL
Pub Date : 2011-12-01 DOI: 10.1109/ICDIM.2011.6093339
F. Alahmari
In recent years the web has advanced from a linked web of documents to also support structured and semantic web data. An increasing number of data providers are publishing their data on the web according to Linked Data principles. With this growth, consuming and manipulating multiple data sources are required in order to exploit the web of Linked Data. The goal of this paper is to provide a benchmark and a comparative study between two query approaches that can be used to manipulate Linked Data over the web. The comparison considers the state of the art approaches for query processing across Linked Data sources.
近年来,网络已经从文档链接网络发展到支持结构化和语义网络数据。越来越多的数据提供者根据关联数据原则在网上发布他们的数据。随着这种增长,为了利用关联数据网络,需要消费和操作多个数据源。本文的目标是提供一个基准和两种查询方法之间的比较研究,这两种查询方法可用于在网络上操作关联数据。比较考虑了跨关联数据源查询处理的最新方法。
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引用次数: 2
期刊
2011 Sixth International Conference on Digital Information Management
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