Skip to main content

Information Retrieval in AI with examples and diagram

Information Retrieval in AI (IR) Definition:

IR involves several techniques and models, including text processing, indexing, ranking, and retrieval. Here are some examples and diagrams that illustrate the main concepts of IR:


Here are some examples of Information Retrieval in AI:

  1. Search engines: Search engines are an excellent example of Information Retrieval in AI. They use complex algorithms to retrieve the most relevant documents from their database based on the user's search query. Google, Bing, and Yahoo are some examples of search engines that utilize IR techniques.

  2. Spam filters: Email providers use IR techniques to filter out unwanted or spam messages from users' inboxes. They analyze the content of the email, check the sender's reputation, and other factors to determine whether the email is relevant or not.

  3. Recommender systems: E-commerce websites, such as Amazon, use IR techniques to recommend products to their customers based on their past purchases, search queries, and other behavioral data. The recommender system analyzes the user's behavior to determine their preferences and recommends products that match their interests.

  4. Chatbots: Chatbots use IR techniques to retrieve relevant information for the user's query. The chatbot analyzes the user's query and retrieves the most relevant information from the knowledge base or the web.

In summary, Information Retrieval in AI is a critical component of many applications that involve analyzing large amounts of data to retrieve the most relevant information for the user.

Here is a simple diagram of the IR process:



into the system, and the index is searched for relevant data. The retrieved data is then presented to the user, who can decide which data is relevant to their needs.


Comments

Post a Comment

Popular posts from this blog

Lets Blink LED using Arduino | Basic To Advanced Languages | Arduino Circuit and Programming | IOT | Arduino Tutorials Lessons | Part 1

LED Blinking using Arduino Circuit and Programming We will create a program for LED light blinking using Arduino Uno, first We'll discuss about LED Light Blinking of programming and then we'll put/insert LED light to the Arduino Uno Circuit in last we'll see LED light of blinking of OUTPUT. The Code: int ledpin = 13; void setup() { // put your setup code here, to run once: pinMode(ledpin , OUTPUT); } void loop() { // put your main code here, to run repeatedly: digitalWrite( ledpin, HIGH); delay(1000); digitalWrite( ledpin, LOW); delay(1000); } OR If you directly want to use the pin number instead of variables void setup() { // put your setup code here, to run once: pinMode(13 , OUTPUT); } void loop() { // put your main code here, to run repeatedly: digitalWrite( 13, HIGH); delay(1000); digitalWrite( 13, LOW); delay(1000); }
Post a Comment
Read more

On Off LEDs using Arduino Programming Breadboard Circuit LEDs and Resistors | Basic To Advanced Languages | Arduino Tutorials Lessons | Part 3

  ON/OFF LEDS using Arduino Programming, Circuit, LEDs and Resistors. In This Video, we'll discuss Arduino programming, Breadboard LEDs Resistors and Circuit How to On Off multiple LEDs. Use Resistors with LEDs, if you don't use your Arduino circuit maybe damage. because we on off LEDs there's a particular current therefore. You should have these to performing this basic task. Arduino IDE. Arduino Uno/ smd r3. 4 LEDs. 4 10K Resistors. Breadboard. I've not used Resistors just to show you output, in up coming course will learn the usage. The Code for you to Perform: int pin1=12; int pin2=10; int pin3=7; int pin4=3; void setup() { // put your setup code here, to run once: Serial.begin(9600); pinMode(pin1, OUTPUT); pinMode(pin2, OUTPUT); pinMode(pin3, OUTPUT); pinMode(pin4, OUTPUT); } void loop() { // put your main code here, to run repeatedly: if(Serial.available()) // if there is digital pin as output { String comma...
Post a Comment
Read more

Lets On/OFF LED using Arduino Programming and Circuit | Basic To Advanced Languages | Arduino Lesson Part 2

Lets ON/OFF LED Using Arduino Circuit and Programming. In this Videos we'll discuss Controlling Led On/Off Arduino Programming in detail, then we will plug/insert Led into the Arduino Circuit in last we will perform Outputs. Performing this basic task you should have a Arduino IDE on your PC or Laptop for write Arduino code to on/off LED. These things you must have: Arduino IDE. Arduino Code which is given bellow. Arduino Uno / smd r3. 10K resistor. LED. The code for you to test. void setup() { // put your setup code here, to run once: Serial.begin(9600); // set baud rate speed of communication pinMode(13, OUTPUT ); // led of output function } void loop() { // put your main code here, to run repeatedly: { if(Serial.available()) // if there is digital pin as output { String command = Serial.readStringUntil ('\n'); // read String Until Meet newline character if( command == "ON") { digitalWrite(13, HI...
Post a Comment
Read more