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Information integration (II) is the merging of information from heterogeneous sources with differing conceptual, contextual and typographical representations. It is used in data mining and consolidation of data from unstructured or semi-structured resources. Typically, information integration refers to textual representations of knowledge but is sometimes applied to rich-media content. Information fusion, which is a related term, involves the combination of information into a new set of information towards reducing redundancy and uncertainty.

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  • Information integration (II) is the merging of information from heterogeneous sources with differing conceptual, contextual and typographical representations. It is used in data mining and consolidation of data from unstructured or semi-structured resources. Typically, information integration refers to textual representations of knowledge but is sometimes applied to rich-media content. Information fusion, which is a related term, involves the combination of information into a new set of information towards reducing redundancy and uncertainty. Examples of technologies available to integrate information include deduplication, and string metrics which allow the detection of similar text in different data sources by fuzzy matching. A host of methods for these research areas are available such as those presented in the International Society of Information Fusion. Other methods rely on causal estimates of the outcomes based on a model of the sources. (en)
  • 信息(数据)融合是一个实时的连续的过程,它多层次、多方面地对多源信息进行探测、联想、估计以及组合处理,其目的是获得精确的被测目标的状态、和完整的实时评价。本概念源于军事领域,现已向其他信息科学领域拓展。 (zh)
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  • 信息(数据)融合是一个实时的连续的过程,它多层次、多方面地对多源信息进行探测、联想、估计以及组合处理,其目的是获得精确的被测目标的状态、和完整的实时评价。本概念源于军事领域,现已向其他信息科学领域拓展。 (zh)
  • Information integration (II) is the merging of information from heterogeneous sources with differing conceptual, contextual and typographical representations. It is used in data mining and consolidation of data from unstructured or semi-structured resources. Typically, information integration refers to textual representations of knowledge but is sometimes applied to rich-media content. Information fusion, which is a related term, involves the combination of information into a new set of information towards reducing redundancy and uncertainty. (en)
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  • Information integration (en)
  • 信息融合 (zh)
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