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基于上下文语义的新闻人名纠错方法 被引量:1
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作者 杨越 黄瑞章 +2 位作者 魏琴 陈艳平 秦永彬 《电子科技大学学报》 EI CAS CSCD 北大核心 2019年第6期809-814,共6页
新闻文本中的人名纠错存在以下难点:1)人名中含有错误字段会影响甚至改变文本语义表达,故无法用传统命名实体识别方法识别句中人名;2)人名字段的特殊性极易产生重名或者歧义,使得误报率增加,并提升了人名纠错的难度.为此,本文提出了一... 新闻文本中的人名纠错存在以下难点:1)人名中含有错误字段会影响甚至改变文本语义表达,故无法用传统命名实体识别方法识别句中人名;2)人名字段的特殊性极易产生重名或者歧义,使得误报率增加,并提升了人名纠错的难度.为此,本文提出了一种基于上下文语义的新闻人名纠错方法.该方法使用卷积神经网络提取文本语义信息,并使用词激活力模型计算文本中其他词语与人名字段的关联程度来捕捉并使用文本上下文语义信息.同时,针对文本中人名字段中含有错误而导致的识别效果低下的问题,使用人名实体边界识别算法提高对文本中疑似含有错误人名的识别提取效果.实验结果表明,该方法能够有效地识别文本中的人名并对其中的错误内容进行纠正. 展开更多
关键词 边界识别 上下语义 命名实体识别 人名纠错
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Context-driven reconciliation in ontology integration
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作者 李玲 唐胜群 +4 位作者 肖如良 房丽娜 邓新国 徐有威 徐杨 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期365-368,共4页
In order to solve the semantic irreconcilable problems caused by contextual differences during the process of ontology integration, a context-driven reconciliation mechanism is proposed. The mechanism is based on the ... In order to solve the semantic irreconcilable problems caused by contextual differences during the process of ontology integration, a context-driven reconciliation mechanism is proposed. The mechanism is based on the previous work about a context-based formalism-Context-SHOIQ (D + ) DL, which is used for explicitly representing context of ontology by adopting the description logic and the category theory. The formalism is extended by adding four migration rules (InclusionRule, SelectionRule, PreferenceRule, and MappingRule), that are used to specify what should be imported into the IntegrativeContext, and three related contextual integration operations of increasing interoperability (import, partial reconciliation, and full reconciliation). While not exhaustive, the mechanism is sufficient for solving the five types of semantic irreconcilable problems that are discussed, and favors integration of ontologies from one context to another. 展开更多
关键词 semantic web CONTEXT RECONCILIATION ontology integration migration rules
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Context query and association discovery for collaborative environment
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作者 王桂玲 姜进磊 史美林 《Journal of Southeast University(English Edition)》 EI CAS 2006年第3期338-342,共5页
A context memory model and an approach for context query and association discovery are proposed. The context query is based on a resource description framework (RDF) dataset and SPARQL language. To discover collabor... A context memory model and an approach for context query and association discovery are proposed. The context query is based on a resource description framework (RDF) dataset and SPARQL language. To discover collaborative associations, an approach of transforming RDF named graphs into "context graph" is proposed. First, the definitions of the importance of the nodes and the weight assignment for the "context graph" are given. Secondly, the implementation of a spread activation algorithm based on "context graph" is proposed. An infrastructure is also built up in the collaborative context space (CCS) system to support context memory and knowledge discovery in a collaborative environment. 展开更多
关键词 ONTOLOGY context memory semantic web semantic association spread activation algorithm
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Monadically slicing programs with procedures
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作者 张迎周 张卫丰 《Journal of Southeast University(English Edition)》 EI CAS 2008年第2期178-182,共5页
A two-phase monadic approach is presented for monadically slicing programs with procedures. In the monadic slice algorithm for interprocedural programs, phase 1 initializes the slice table of formal parameters in a pr... A two-phase monadic approach is presented for monadically slicing programs with procedures. In the monadic slice algorithm for interprocedural programs, phase 1 initializes the slice table of formal parameters in a procedure with the given labels, and then captures the callees' influence on callers when analyzing call statements. Phase 2 captures the callees' dependence on callers by replacing all given labels appearing in the corresponding sets of formal parameters. By the introduction of given labels, this slice method can obtain similar summary information in system-dependence-graph(SDG)-based algorithms for addressing the calling-context problem. With the use of the slice monad transformer, this monadic slicing approach achieves a high level of modularity and flexibility. It shows that the monadic interprocedural algorithm has less complexity and it is not less precise than SDG algorithms. 展开更多
关键词 program slicing monadic semantics interprocedural slicing calling-context problem
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