Saturday, 11 April 2020
ChatBot and how it workes
Many of us have already experienced it than it may be directly or indirectly but do you know how it actually works???
Well first take a look at it...
ChatBot is nothing but a computer program which actually engages i n conversation with the actual Human. Data is already feed in it when you ask a question to chatbot it Analyses the data feed and gives the result in the form of output. ChatBots are already trained, Humans are continuously evolving we can say that the age of computer is already over and now we are focusing more towards the AI(Artificial Intelligence).
[Working of Chatbot's takes place in 3 stages]
1) It Analyzes the Pattern
For example: <aiml version="1.0"encoding="UTF-8"?>
<category>
<pattern> WHO INVENTED COMPUTER</pattern>
<template>according to google Charles Babbage invented computer.</template>
<category>
<category>
<pattern> DO YOU KNOW WHO* IS</pattern>
<template>
<srai>WHO IS <stat/></srai>
<template>
</category>
</aiml>
Here it identifies the pattern and gives the respond,
If somebody asks it WHO INVENTED COMPUTER?
then it will identify the pattern and respond According to google Charles Babbage invented computer.
2) Natural language understanding(NLU)
NLU has 3 concepts
a} Entities
b} Context
c} Expectation
3) Natural Language Processing
In this format the chatbot converts the users speech in structured data and then it chooses the relevant answer
It takes place in 5 steps
a} Tokenization ; It separates the the series of words that are with different value of application
b}Sentiment Analysis ; It learns the users experience
c}Normalization; It processes the text and identifies the spelling mistakes it may have happen with you many times that you type the incorrect spelling on google and google prompts with the text in blue color Showing results for" "
Search instead for" "
d} Named identity recognition; In this stage the chtbot looks for the similar words to the words that user has typed than it could be the users address or other things.
f} Dependency Parsing; In this stage it searches for the similar verbs,nouns,objects in users text to discover related phrases what users want to convey.
In most of the applications the chatbot is connected to database which utilizes the database and provides the necessary respond to user.
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🖝techbunnys.blogspot.com🖜⚠️
Well first take a look at it...
- ChatBot
ChatBot is nothing but a computer program which actually engages i n conversation with the actual Human. Data is already feed in it when you ask a question to chatbot it Analyses the data feed and gives the result in the form of output. ChatBots are already trained, Humans are continuously evolving we can say that the age of computer is already over and now we are focusing more towards the AI(Artificial Intelligence).
- What is Artificial Intelligence?
- How chat give our languages?
[Working of Chatbot's takes place in 3 stages]
1) It Analyzes the Pattern
For example: <aiml version="1.0"encoding="UTF-8"?>
<category>
<pattern> WHO INVENTED COMPUTER</pattern>
<template>according to google Charles Babbage invented computer.</template>
<category>
<category>
<pattern> DO YOU KNOW WHO* IS</pattern>
<template>
<srai>WHO IS <stat/></srai>
<template>
</category>
</aiml>
Here it identifies the pattern and gives the respond,
If somebody asks it WHO INVENTED COMPUTER?
then it will identify the pattern and respond According to google Charles Babbage invented computer.
2) Natural language understanding(NLU)
NLU has 3 concepts
a} Entities
b} Context
c} Expectation
3) Natural Language Processing
In this format the chatbot converts the users speech in structured data and then it chooses the relevant answer
It takes place in 5 steps
a} Tokenization ; It separates the the series of words that are with different value of application
b}Sentiment Analysis ; It learns the users experience
c}Normalization; It processes the text and identifies the spelling mistakes it may have happen with you many times that you type the incorrect spelling on google and google prompts with the text in blue color Showing results for" "
Search instead for" "
d} Named identity recognition; In this stage the chtbot looks for the similar words to the words that user has typed than it could be the users address or other things.
f} Dependency Parsing; In this stage it searches for the similar verbs,nouns,objects in users text to discover related phrases what users want to convey.
In most of the applications the chatbot is connected to database which utilizes the database and provides the necessary respond to user.
🖝techbunnys.blogspot.com🖜⚠️
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Information about chatbot programing with example is interesting and easily we can understand. How that Artificial Intelligence works for human question is also interesting. Thanks a lot for knowledge.
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