Everything you need to know about BOTS
Everything
you need to know about Bots
What are bots?
Bot is a computer program that simulates a natural
human conversation. Users communicate with a chatbot via the chat interface or
by voice, like how they would talk to a real person. Chatbots interpret and
process user’s words or phrases and give an instant pre-set answer. They
inhabit platforms like – FB Messenger, Whatsapp, Skype, Slack, Line, Kik,
Wechat or even your website.
There are three main types of chatbots:
Rule-based chatbots
This is the simplest type of chatbots today. People
interact with these bots by clicking on buttons and using pre-defined options.
To give relevant answers these chatbots require people to make a few
selections. As a result, these bots have longer user journey, and they are the
slowest to guide the customer to their goal. These bots are great when it comes
to qualifying your leads. The chatbot – asks questions, and people answer them
with buttons. The bot analyzes collected data and gives a reply. But, for more
advanced scenarios with many conditions or factors, these chatbots aren’t
always the best solution.
Intellectually independent chatbots
These bots use Machine Learning (ML) which
helps the chatbot learn from user’s inputs and requests. Intellectually independent chatbots are trained to
understand specific keywords and phrases that trigger bot’s reply. With the
time they train themselves to understand more and more questions. You can say
they learn and train from experience.
For example, you write to a chatbot: “I have a problem
with logging into my account”. The bot would understand the words “problem”
“logging” “account” and would provide a pre-defined answer based on these
phrases.
AI- powered chatbots
AI-powered bots combine the best from Rule-based and
Intellectually independent. AI-powered
chatbots understand free language, but also have a predefined flow to make sure
they solve user’s problem. They can remember the context of the conversation
and the user’s preferences. These chatbots can jump from one point of
conversation scenario to another when needed and address random user request at
any moment.These chatbots use Machine Learning, AI and Natural Language
Processing (NLP) to understand people.
NLP is the ability of the computer to understand
and analyze human speech, find the right response and reply in understandable
for a human language.
The goal of NLP is to make the interaction between
computers and humans feel like communication between two people. With the help
of NLP people can freely interact with chatbots asking a question.
How does NLP in chatbots work?
NLP involves 2 processes: Natural Language
Understanding (NLU) and Natural Language Generation (NLG).NLU is the ability of
the chatbot to understand a human. It is the process of converting text into
structured data for a machine to understand.NLG transforms structured data into
text.
Imagine, a user writes to a chatbot “What is the
weather in India today?”. To give a reply chatbot breaks down the sentence into
Intents and Entities.
An intent is an action or a request the user
wants to perform or information he wants to get.
An entity is a detail that compliments the
Intent. It can be a location, date, color, size, flavor, etc.
So, using the same example the Intent here would be
“Weather”. The entities would be “India" and “today".
How do chatbots look from a user side?
Instead of regular UX chatbots have Conversational
User Interface (CUI).CUI is communication with technology through text or voice
conversation. CUI enables people to interact with machines in an understandable
human language. Using the right CUI, a business can effortlessly guide its
customers to the desired goal, provide them with assistance and even keep
communicating with the person for future marketing campaigns.
A chatbot can be a friend to clients providing them
with assistance and helpful advice need. It can be as different as you wish –
serious and formal, witty and adventurous or careful and professional. It’s up
to you to choose your chatbot personality.Thanks to Conversational UI, your
clients may communicate with your business in a simple and natural way leading
to the ultimate customer experience.
Conclusion
In the end Chatbots are computer programs that
simulate human communication. There are 3 main types of chatbots: rule-based,
intellectually independent and AI-powered bots. Based on the type, bots use AI,
ML and NLP mechanisms. Today, the number of chatbots on Facebook keeps growing,
and more and more brands are starting to understand the main business benefits
of chatbots.
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