Data to Decisions

Automation, Integration, Analytics, Reports & Dashboards

Cognitive Computing using Flow Analytics

This post provides a hands-on introduction to cognitive computing applications in Flow. It introduce

Overview

This post provides a hands-on introduction to cognitive computing applications in Flow. It introduces the IBM Watson cognitive actions for unstructured text analytics.

Cognitive Computing using Flow Analytics

 

 

Use Flow Analytics + Artificial Intelligence to Analyze the News

Overview In this blog post, I provide a worked example demonstrating how to design a workflow which

Overview

In this blog post, I provide a worked example demonstrating how to design a workflow which extracts and analyzes cryptocurrency news articles using artificial intelligence. I explain how to use the HTML integration interface to extract links for all top news stories from a target website into data. I show how to use generic expressions to transform and clean the raw links, preparing them for processing. Flow is used to loop through each of the structured links and invoke the built-in Watson artificial intelligence functions to perform advanced cognitive analytics against the text of each news article. Flow collects the results of the cognitive analysis and compiles an aggregate dataset of sentiments, emotions, concepts, topics, keywords, and named entities for all of the supplied articles. I finish the example by showing how to compute hypercubes against the cognitive output to summarize the results and generate various multidimensional views.

How to Use Flow + Artificial Intelligence to Analyze the News

 

 

 

Use Flow and Watson AI for SEO Keyword Research

This article demonstrates how to use artificial intelligence in order to perform keyword research fo

Overview

This article demonstrates how to use artificial intelligence in order to perform keyword research for search engine optimization. Watson cognitive actions are leveraged in order to decompose keywords from competitor websites. Keywords are compiled into a dataset in order to provide better insight into potential SEO strategy.

How To Use Flow and Watson AI for SEO Keyword Research

 

 

How to Perform a Cognitive Keyword Extraction On Unstructured Text Using Flow Analytics

Overview This post demonstrates how to perform a cognitive keyword extraction against natural langua

Overview

This post demonstrates how to perform a cognitive keyword extraction against natural language text data in Flow. In this worked example I show how to use the artificial intelligence actions to process unstructured text values. The artificial intelligence actions are used to deduce all-important keywords, analyze sentiment towards those keywords, and compute emotion distribution scores for each string extracted from the natural language text. The concepts examined in this post teach a powerful technique which can be used to develop advanced cognitive workflows against any data source.

How to Perform a Cognitive Keyword Extraction On Unstructured Text Using Flow Analytics