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HUA Bolin / Types and description rules of knowledge elements about methods in academic papers  157


               3.5  Method functionality description


               Method functionality description describes what problems can be solved using a specific method
               as well as the applicability scope or domain of a method. Method functionality description includes
               the following rules: “Using, the adoption of, through ... to test, to conduct” or “... can, is able to”.
               Rules and examples are given in Table 7.

               Table 7. Method functionality description rules and examples
                      规则                                      举例
                                 使用ADF检验法来检验时间序列的平稳性;使用方差分析法来检验时间序列的周期性
                                 并提取周期值;使用小波估计法来检验时间序列的自相似性并计算表征自相似程度的
                                 Hurst参数
                                 Using ADF to test the stability of time series. Using variance analysis to test the period of time
                借助|通过|使用|采用|利    series and extract the period. Using wavelet estimation to test the self-similarity of time series
                用|用….方法+来分析|     and compute Hurst parameter
                对…进行…
                Use *** to ***   共词分析方法主要通过共现系数来揭示共现现象所蕴含的规律
                                 Co-word analysis uses co-word factor to show the law behind co-occurrence
                                 使用机器学习方法对已知数据进行训练得到相关度判别规则
                                 Using machine learning method to train on acquired data and get relevance discrimination
                                 rules
                                 本方法能较为准确地揭示用户的兴趣,产生的推荐资源与用户兴趣匹配程度较高
                                 This method can reveal user interest more accurately and generate recommendations that
                                 match highly with user interest
                …方法+能|可以+…
                *** can ***      利用此方法可以在Web文本分类过程中充分挖掘Web文本语义信息,提高网络主题舆情
                                 分析的准确度
                                 The method can mine web text semantic information in text classification and improve the
                                 accuracy of net topic public opinion analysis
                                 元胞自动机(cellular automata,CA)是一个典型的复杂系统研究方法,是一种局部动力
                                 学模型,适用于在空间复杂系统中的时空动态模拟研究
                …方法+可用于|适用于 Cellular automata is a typical complex system research method. It is a local dynamic model
                +…               that applies to the simulation of complex systems of space-time space
                The method applies to ..  目前迁移学习方法被应用到一些现实问题,如Wi-Fi定位、情感分类和垃圾邮件过滤等
                                 Transfer learning has been applying to many practical problems, e.g. Wi-Fi positioning,
                                 sentiment classification and spam mail filtering
                                 UIMA的目标是提供在企业级的环境中处理各类非结构化的信息资源的通用解决方法和
                …方法的目标是…         支撑技术
                The goal of *** is ***  The goal of UIMA is to provide in the enterprise environment a general solution and
                                 foundation technique for processing various unstructured information resource
                                 关联规则挖掘主要研究关系数据中关联规则的发现,根据设定的置信度和支持度阈
                                 值,挖掘出不同属性数据之间的依赖关系,这是目前处理海量数据的一种常用方法,
                …方法+在…领域得到 在多个领域得到广泛应用,如网络故障检测、气象信息分析和医学病理分析等
                应用               Association rule mining mainly studies the discovery of association rules in relational data.
                *** has a wide applica- Based on confidence and support threshold,we can mine different dependent relationships
                tion, e.t. ***   between different attribute data. This is a common technique in processing the massive amount
                                 of data. The method has a wide application, e.g. network failure detection, weather information
                                 analysis and medical, pathological analysis
                实验证明了|实验结果表
                明…方法…            实验证明了方程组度量知识创造和确定知识创造的生命周期的数量方法的实用价值
                                 The experiment shows that the equations to determine the measure of knowledge creation and
                The experiments shows   quantitative methods of knowledge creation life cycle of practical value
                that ***
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