Monday, September 17, 2018

Natural Language Processing

Natural Language Processing

It was not long after someone came up with the idea of ​​a robot that people wanted it to understand human speech and text. It was a dream that could only be found in the pages of science fiction books and short stories, or observed in movies. Known as Natural Language Processing (NLP), the concept of a computer understanding human speech and text is now here.

It is not an easy task to achieve. First, there is the problem of human's speaking in a concise manner so that a machine can understand. Second, the problem of words that sound the same, but have different meanings like weigh and way, weight and wait, etc.

How Natural Language Processing Works

Processing the spoken or written word relies heavily on Big Data, large amounts of structured, semi-structured, and unstructured data that can be mined for information. Computers can quickly go through the data, analyze it, and find patterns or trends. Initially, NLP relied on basic rules where machines using algorithms were told what words and phrases to look for in text and then taught specific responses when the sentences appeared. It has evolved into deep learning, a flexible, more instinctive method in which algorithms are used to teach a machine to identify a speaker's intent from a series of examples.

In the evolution of NLP, algorithms have been historically bad at interpreting. However, now with improvements in deep learning and AI, algorithms can now successfully interpret.

If you own an Amazon Echo or a Google Home, then you are interacting with artificial intelligence and NLP. Moreover, it is already being used in all sorts of business applications including manufacturing, business analytics, customer relations, human resources, and healthcare.

NLP, AI, And Businesses

In the coming years, Natural Language Processing and Artificial Intelligence will impact five areas of healthcare.

  • Clinical Data and Administrative Assistants
  • Data Mining and Extraction
  • Market Analysis
  • Real-Time Translation Services

In customer service, the use of NLP can help determine customer liabilities for future sales. There will be no need for customer surveys. Instead, mining systems will offer deeper insights about a customer's feelings. Chatbots will allow human customer service personnel to concentrate on other types of calls.

NLP will help human resource departments to recruit job seekers, will make it easier to sort through resumes, attract more specific candidates, and hire more qualified workers. NLP in spam detection will keep unwanted emails out of an executive's inbox. It can also be used to "read" tweets and determine whether they are good or bad for a company so that customer concerns can be addressed.

NLP And Social Good

NLP and AI can help prevent school shootings. For example, Columbia University researchers have processed 2 million tweets posted by 9,000 at-risk youth to determine how language changes as a teen gets closer and closer to committing a violent act.

There are so many uses for NLP now and, no doubt, as the technology expands, more can be achieved.


  • Asus to Launch An Aluminum Skin NetbookAsus to Launch An Aluminum Skin Netbook What are the benefits of having a netbook with aluminum skin? Nothing, except that aluminum is chameleon-like, that is, they can take on the color of their surroundings, from the trees and the birds and…
  • Radio Talk Show Sample FormatRadio Talk Show Sample Format You and your guest can call into your show up to 15 minutes prior to air time for any last minute issue discussion and to make sure you can hear your guest and they can hear you. When you set up your call you can…
  • How to Maintain a Hybrid CarHow to Maintain a Hybrid Car There are nearly two million registered hybrid vehicles within the US today, and more than 50 percent of respondents to a recent online survey said they're considering a hybrid purchase within the next five years.…
  • Home Recording Studio Equipment You Will Need to Work From HomeHome Recording Studio Equipment You Will Need to Work From Home For those of you who wish to work from home in the recording industry - you are obviously going to need to need home recording equipment. What type of gear you will need to get…
  • Multifunction, Wireless Capability Integrated in Pocket Projector SegmentMultifunction, Wireless Capability Integrated in Pocket Projector Segment Makers are capitalizing on novelty designs and enhanced solutions for pocket projector line. Quality enhancements are directing China pocket projector suppliers' R…