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    • 6. 发明申请
    • ANALYZING SOCIAL MEDIA
    • 分析社会媒体
    • US20130263019A1
    • 2013-10-03
    • US13436541
    • 2012-03-30
    • Maria G. CASTELLANOSUmeshwar DayalRiddhiman GhoshMeichun Hsu
    • Maria G. CASTELLANOSUmeshwar DayalRiddhiman GhoshMeichun Hsu
    • G06F3/01
    • G06Q50/01
    • A system, method and a non-transitory computer readable medium comprising instructions for automated analysis of for analyzing social media, the method comprising a processor to acquire data as a snapshot or a continuous stream from one or more online sites via adapters. Storing data in a database, the database configured for rapid acquisition of data and rapid responses to queries from one or a plurality of users. Analyzing the data using one or a plurality of algorithms, the algorithms configured to distill insight at an attribute level, and presenting one or a plurality of graphical user interfaces on a user-configurable, and temporal-view adjustable dashboard, the dashboard configured to present one or more results of said one or a plurality of algorithms, said one or more results depicted through one or a plurality of paradigms of data visualization.
    • 一种包括用于分析社交媒体的自动分析的指令的系统,方法和非暂时计算机可读介质,所述方法包括处理器,以通过适配器从一个或多个在线站点获取数据作为快照或连续流。 将数据存储在数据库中,数据库配置为快速获取数据,并快速响应来自一个或多个用户的查询。 使用一个或多个算法来分析数据,所述算法被配置为在属性级别上提取洞察力,以及在用户可配置和时间视图可调节仪表板上呈现一个或多个图形用户界面,所述仪表板被配置为呈现 所述一个或多个算法的一个或多个结果,所述一个或多个结果通过数据可视化的一个或多个范例描绘。
    • 7. 发明申请
    • PERFORMING SENTIMENT ANALYSIS
    • 执行分析
    • US20130103385A1
    • 2013-04-25
    • US13280031
    • 2011-10-24
    • Riddhiman GhoshLei ZhangMohamed E. Dekhil
    • Riddhiman GhoshLei ZhangMohamed E. Dekhil
    • G06F17/27
    • G06N99/005G06F17/2785G06F17/3071G06Q30/02
    • There is provided a computer-implemented method of performing sentiment analysis. An exemplary method comprises performing a first sentiment analysis on microblogging data based on a method using an opinion lexicon. The method also includes training a classifier using training data from the first sentiment analysis. Additionally, the method includes identifying a new opinion term in the microblogging data by performing a statistical test. The new opinion terms are not in the opinion lexicon. The method also includes identifying new microblogging data based on the new opinion term. Further, the method includes performing a second sentiment analysis on the new microblogging data using the classifier.
    • 提供了一种执行情绪分析的计算机实现方法。 一种示例性方法包括基于使用意见词典的方法对微博数据执行第一情绪分析。 该方法还包括使用来自第一情绪分析的训练数据训练分类器。 此外,该方法包括通过进行统计测试来识别微博数据中的新意见词。 新的意见条款不在意图词典中。 该方法还包括基于新的意见词来识别新的微博数据。 此外,该方法包括使用分类器对新的微博数据执行第二情绪分析。