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| A meta-network is a multi-mode, multi-link, multi-level network. Multi-mode means that there are many types of nodes; e.g., nodes people and locations. Multi-link means that there are many types of links; e.g., friendship and advice. Multi-level means that some nodes may be members of other nodes, such as a network composed of people and organizations and one of the links is who is a member of which organization. | | A meta-network is a multi-mode, multi-link, multi-level network. Multi-mode means that there are many types of nodes; e.g., nodes people and locations. Multi-link means that there are many types of links; e.g., friendship and advice. Multi-level means that some nodes may be members of other nodes, such as a network composed of people and organizations and one of the links is who is a member of which organization. |
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− | '''<font color="#ff8000">元网络 Meta-Network</font>'''是一个多模式、多链路、多层次的网络。多模式意味着有许多类型的节点; 例如,人和位置。多链接意味着有许多类型的链接,例如,友谊和建议。多层级意味着某些节点可能是其他节点的成员,例如由人员和组织组成的网络,而链接之一就是谁是哪个组织的成员。 | + | '''<font color="#ff8000">元网络 Meta-Network</font>'''是一种多模式、多链接、多层级的网络。多模式意味着有多种类型的节点; 例如,人与位置坐标的节点。多链接意味有着众多类型的链接,例如友谊和建议。多层级表明某些节点可能是其他节点的组成部分,例如由人员和组织构成的网络,并且链接之一就是谁是哪个组织的成员。 |
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| While different researchers use different modes, common modes reflect who, what, when, where, why and how. A simple example of a meta-network is the PCANS formulation with people, tasks, and resources. A more detailed formulation considers people, tasks, resources, knowledge, and organizations. The ORA tool was developed to support meta-network analysis. | | While different researchers use different modes, common modes reflect who, what, when, where, why and how. A simple example of a meta-network is the PCANS formulation with people, tasks, and resources. A more detailed formulation considers people, tasks, resources, knowledge, and organizations. The ORA tool was developed to support meta-network analysis. |
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− | 虽然不同的研究人员使用不同的模式,共同的模式却都反映了谁,什么,什么时候,在哪里,为什么和如何。元网络的一个简单示例是包含人、任务和资源的 PCANS 公式。更详细的公式考虑人员、任务、资源、知识和组织。ORA工具是为支持元网络分析而开发的。
| + | 虽然不同的研究人员使用不同的模式,共同的模式却都反映了何人、何事、时间、地点、原因和方式。一个简单的元网络示例是包含有人员、任务和资源的 PCANS 公式。更详细的公式会考虑人员、任务、资源、知识和组织。ORA工具是为支持元网络分析而开发。 |
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− | ==Illustrative problems that people in the DNA area work on DNA领域的人们正在研究的说明性问题== | + | ==Illustrative problems that people in the DNA area work on DNA领域的工作者们正在研究的解释性问题== |
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| * Developing metrics and statistics to assess and identify change within and across networks. | | * Developing metrics and statistics to assess and identify change within and across networks. |
− | 开发度量和统计数据,以评估和识别网络内部和网络之间的变化。
| + | 制定指标和统计资料,以评估和识别网络内部和网络之间的变化。 |
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| * Developing and validating simulations to study network change, evolution, adaptation, decay. See [[Computer simulation and organizational studies]] | | * Developing and validating simulations to study network change, evolution, adaptation, decay. See [[Computer simulation and organizational studies]] |
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| * Developing and validating formal models of network generation and evolution | | * Developing and validating formal models of network generation and evolution |
− | 开发和验证网络生成和演化的正式模型
| + | 开发和验证网络成长和演化的正规模型 |
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| * Developing techniques to visualize network change overall or at the node or group level | | * Developing techniques to visualize network change overall or at the node or group level |
− | 开发技术以可视化整体或节点或组级别的网络变化
| + | 开发技术以将整体、节点或组级别的网络改变可视化 |
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| * Developing statistical techniques to see whether differences observed over time in networks are due to simply different samples from a distribution of links and nodes or changes over time in the underlying distribution of links and nodes | | * Developing statistical techniques to see whether differences observed over time in networks are due to simply different samples from a distribution of links and nodes or changes over time in the underlying distribution of links and nodes |
− | 开发统计技术,以了解随着时间的推移,在网络中观察到的差异是否仅仅是因为链接和节点分布的样本不同,还是因为链接和节点的底层分布随时间的变化
| + | 开发统计技术,以了解随着时间推移,在网络中观察到的差异是否仅仅是因为链接和节点分布的不同样本,还是因为链接和节点的基础分布随时间的变化 |
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| * Developing control processes for networks over time | | * Developing control processes for networks over time |
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| * Developing tools to extract or locate networks from various data sources such as texts | | * Developing tools to extract or locate networks from various data sources such as texts |
− | 开发从各种数据源(如文本)中提取或定位网络的工具
| + | 开发从各种数据源资源(如文本)中提取或定位网络的工具 |
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| * Developing statistically valid measurements on networks over time | | * Developing statistically valid measurements on networks over time |
− | 在时间维度上,在网络上开发有效的统计度量
| + | 在时间维度上,在网络上开发有效的统计测量手段 |
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| * Examining the robustness of network metrics under various types of missing data | | * Examining the robustness of network metrics under various types of missing data |
− | 检查网络指标在不同类型缺失数据下的鲁棒性
| + | 测试网络指标在不同类型数据缺失下的稳健性 |
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| * Empirical studies of multi-mode multi-link multi-time period networks | | * Empirical studies of multi-mode multi-link multi-time period networks |
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| * Identifying trails through time given a sequence of networks | | * Identifying trails through time given a sequence of networks |
− | 在给定网络序列的时间内识别路径
| + | 在给定一系列网络的情况下识别经过时间的轨迹 |
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| * Identifying changes in node criticality given a sequence of networks anything else related to multi-mode multi-link multi-time period networks | | * Identifying changes in node criticality given a sequence of networks anything else related to multi-mode multi-link multi-time period networks |
− | 在给定的网络序列中识别节点临界性的变化,任何与多模式、多链路、多时段网络相关的东西
| + | 在给定的网络序列中,识别节点临界性的变化与多模式、多链路、多时段网络相关的任何事物 |
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| * Studying random walks on temporal networks<ref name="rw" /> | | * Studying random walks on temporal networks<ref name="rw" /> |
− | 研究时间网络上的随机游动
| + | 研究时态网络上的随机游动 |
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| * Quantifying structural properties of contact sequences in dynamic networks, which influence dynamical processes<ref name="betweenness"/> | | * Quantifying structural properties of contact sequences in dynamic networks, which influence dynamical processes<ref name="betweenness"/> |
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| *Assessment of the structure of ethnic violence from news data<ref name="ethnic" /> | | *Assessment of the structure of ethnic violence from news data<ref name="ethnic" /> |
− | 从新闻数据中评估种族暴力的结构
| + | 新闻数据中种族暴力结构的评估 |
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| *Assessment of terror groups<ref name="terror" /> | | *Assessment of terror groups<ref name="terror" /> |
− | 对恐怖组织的评估
| + | 恐怖组织的评估 |
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| *Online social decay of social interactions<ref name="socialdecay" /> | | *Online social decay of social interactions<ref name="socialdecay" /> |
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| *Visualization of large financial networks over time<ref name="dnb" /> | | *Visualization of large financial networks over time<ref name="dnb" /> |
− | 大型金融网络随时间的可视化
| + | 在时间维度上,大型金融网络可视化 |
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| *Modelling of classroom interactions in schools<ref name="edu" /> | | *Modelling of classroom interactions in schools<ref name="edu" /> |