Key Considerations for Choosing Semantic Analysis Solutions
What is semantic analysis? In short, it is the Machine Learning techniques for text mining.
Humans are able to understand the implied or practical meaning of the text content efficiently and almost unconsciously. We can filter the context surrounding a word, phase, object or scenario and pull out relevant pieces. By comparing these content components with our past experiences, we can deepen our understanding of the content at hand.
Machines were not very good at understanding content in the past. They lack of the filter to determine relevant. As the advancement of Machine Intelligence and Natural Language Processing (NLP), machines are getting so much better at this task through advanced semantic analysis algorithms, more powerful computers, and a lot of practice.