Asking questions for science and defining problems for engineering 2. Developing and using models 3.
April 26, Homeland SecurityIntelligence AnalysisSentiment AnalysisSocial Media Analysis Many companies and organizations rely on open source data such as news and social media to monitor, analyze, and forecast an array of geopolitical events. For instance, they use open source data to gauge public support for political leaders and policies and to monitor public response to conflicts such as military campaigns or social uprising.
However, with staggering and fast growing volumes of unstructured open source data, it is impractical to analyze open source information manually. Instead, automated processes are necessary to transform unstructured data into usable structured data that can render actionable insights.
A Critical Technology for Geopolitical Monitoring Sentiment Analysis software is able to identify sentiments such as likes, dislikes, opinions, and intent. Sentiment Analysis software aids organizations and individuals by converting unstructured data into semantically labelled structured data that can then be easily analyzed to discover new trends and monitor evolving situations.
However, to analyze public opinion, it is not sufficient to identify positive and negative sentiments. For Sentiment Analysis to be truly useful, it must also be able to identify the objects of those sentiments e. Using Entity- and Aspect-based Sentiment Analysis, NetOwl detects not only the expressions of sentiment themselves, but also the targets of those sentiments.
Is a social issue becoming a hot topic? Is the prime minister of a country of interest losing public support? Additionally, NetOwl normalizes entities and sentiments in an intelligent fashion to be able to aggregate and quantify sentiment data.
Once the sentiment data has been normalized, aggregated, and quantified, the larger picture from a large collection of content can emerge and the sentiment data is amenable to advanced analytics such as predictive analytics.
For any entity of interest e. Other useful charts show sentiment evolution over time. Furthermore, using location metadata and automated geotagging of mentioned place entities, sentiments can be plotted on a map to show, for instance, hot spots of support or disapproval.Achieving Efficiency, Transparency, and Innovation through Reusable and Open Source Software.
Critically Analyzing a Geopolitical Text. What is a geopolitical text?
But when you analyze a text, you ask questions about it so that you can offer a critical interpretation of the text.
Analysis is the breaking down of something into its component parts. When that something is a text, the reader is examining different aspects of the text. Critical geopolitical scholarship continues to engage critically with questions surrounding geopolitical discourses, geopolitical practice (i.e.
foreign policy), and the history of geopolitics.
Contents. Watching the American Presidential Primaries and now the ‘Brexit’ vote in the UK on leaving the European Union, I am struck by how apt the political theory of Chantal Mouffe is to both situations.
Both in the US and the UK, there was a contest as to whether liberal democracy would be liberal or. Informed, Nuanced Analysis on Libya. Libya-Analysis® is a one-of-a-kind consultancy organisation with years of experience producing evidence-based analysis, forecasting and research on schwenkreis.com help our clients make sense of the latest political, economic, commercial and security developments in Libya and provide both background information and real time insights into the complex dynamics.
Further, since geopolitical knowledge is seen as partial, situated and embodied, nation-states are not the only 'legitimate' unit of geopolitical analysis within critical geopolitics. Instead, geopolitical knowledge is seen as more diffuse, with 'popular' geopolitical discourse considered alongside 'formal' and 'practical' geopolitics.