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Artificial Intelligence (AI)

How to Apply Artificial Intelligence in Chat Filters

In this article, we shall discuss how to apply Artificial Intelligence (AI) in chat filters. If you are building a chat room, you need to create a chat filter to remove offensive words from the conversation.

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In this article, we shall discuss how to apply Artificial Intelligence (AI) in chat filters.

If you are building a chat room, you need to create a chat filter to remove offensive words from the conversation. A chat filter is a script commonly used in chat rooms for automatically scanning the users’ comments. This process starts immediately after posting the comments, and filters remove or censor inappropriate words. These filters also decide the flow of the chat in a conversation.

Suppose you want to make a Career in Artificial Intelligence. In that case, you should have a strong foundation of statistics and mathematics, one programming language, preferably Python, and the fundamentals of machine learning and its various algorithms. It would help you to start a career in AI.

The people who are already in the AI and related industries can pursue the AI Program Leader. It will help them upgrade themselves to the latest trends and technologies related to AI and machine learning.

Career in Artificial Intelligence Programming

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As technology is advancing with time, the application of AI is increasing in every domain. Human beings capabilities like understanding the complexities of various languages, computer vision, speech, and building new intelligent ideas are now possible using AI technology. For that, we have to update with the latest developments in AI and its advanced areas.

Here, we will discuss the application of Artificial Intelligence in chatbot filters.

There are two categories of chat filters used in chat rooms or internet forums – the basic and advanced chatbot filters. The basic bot filters scan only for particular strings of letters and censor them. It doesn’t take care of the meaning of those letters in the context of the sentence.

Advanced chatbot filters examine the letters or words in the sentence context, and hence, their filtering is more sophisticated. Some more advanced chatting filters use a regular expression to find and replace terms in a sentence.

1. Types of Chat Filters

There are five different types of chatbot filter:

Attribute: In this type of filter, you have to create your quality to create a rule.

Lifespan: In this type, the bot acts based on the lifespan value.

Score: Here, we use the confidence score value to choose the response that should allow the bot trigger.

Resolve Query: In this filter, the bot responds depending on the user’s input.

Trigger: Determine trigger to activate bot responses and actions.

These are the different filters that may apply to a chatbot. We can use multiple filters for a single response. A user can see the reactions only if they meet the criteria in the filter.

2. Need for Artificial Intelligence in Chat Filters

Artificial Intelligence changed the way we think about data. It changed the people’s paradigm about how we integrate information and analyze data, and based upon the data, how to improve the decision-making ability of machines. AI is already interfering with our day-to-day life. From Google search results recommendations to Apple’s virtual assistant Siri, we use AI in every aspect of life.

Typically most filters use a binary allow/disallow list, but we know that languages are not binary. They are complex and modulated.

In many older internet forums, some common swear words will be allowed based on context. One can build a regular expression or RegEx tool, and it can filter the string out of terms, but it cannot distinguish between some critical phrases. For that, we need to apply artificial intelligence and natural language processing in creating chat rooms.

3. Application of Natural Language Processing in Chat Filters

In the case of chatbot filters, we use natural language processing. NLP is a sub-domain of AI that deals with the interaction between computers and human language. It helps the filters process and analyses the vast amount of natural language data that results in a machine capable of understanding the available content more clearly.

One can program our chatbots to reply according to the context of the conversation and the data about the user. For example, one may ask the visitor whether he/she is a vegetarian or non-vegetarian and display the menu based upon the visitor’s reply using chat filters.

Application of Natural Language Processing in Chat Filters

Image Credit: chatbot.com

In another example, consider a situation where you want your bot to forward registered users to your website and the new visitors to a registration form. Then, we have to create a flow to check if the user is registered or not.

Application of Natural Language Processing in Chat Filters

Image Credit: chatbot.com

If a user clicks on yes, it shows him one kind of bot response and if he chooses no, it would lead to a different action. We can implement all this filtering in a chatbot by using NLP.

It is not easy for computers to understand the rules that dictate information passing using natural language processing. Sometimes these rules may be highly complex; for example, when we use a sarcastic remark to convey the message. On the other hand, sometimes there may be situations where these rules may be low-levelled; for example, one can use the character “s” for the plural form of the word.

To comprehensively understand the human language, one needs to know the language and how the terms are connected to the sentence to deliver the desired message.

NLP necessitates the algorithms to identify and extract the natural language rules for converting unstructured language data into structured language data. This is how AI and NLP are applied to chat filters.

Overall, we can say that artificial intelligence can make chatbot filters very easy and efficient. However, the techniques deployed in a particular scenario would vary case by case.

4. Frequently Asked Questions (FAQs)

a. What are the chatbots and chat filters?

Ans: Chatbots are software application for conducting an online conversation between humans and machines. It can be a text-based or text-to-speech-based system and can respond according to the user’s query.

A chat filter is used in a chatbot to censor the inappropriate words or sentences in a chat. Chat filters decide the flow of the conversation based on the user’s input.

b. What are Artificial Intelligence (AI) and Natural Language Processing (NLP)?

Ans: It can learn a specific task by a machine without explicitly programming for that task. AI systems are designed to make decisions by analyzing real-time data.

NLP is a subdomain of AI, specially programmed for interaction between humans and computers. Using NLP, a machine can read, decipher, understand, and make sense of a human language in such a practical manner.

c. How to apply AI into a chat filter?

Ans: Using a particular NLP algorithm, we can apply artificial intelligence into chat filters to smooth the undesirable content in a chat. There are different ways in which we can control the flow of the conversation in a chat room.

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Artificial Intelligence (AI)

AI in Education: Importance and Benefits of Using It

The potential is enormous, especially when artificial intelligence or simple AI is involved. It mimics the brain of the human and provides instant results and calculations.

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Technology is widely used in merely all spheres of human activity. It serves people in a variety of ways. It simplifies many processes, provides tips, speeds up any function, enhances productivity, and so on. The potential is enormous, especially when artificial intelligence or simple AI is involved. It mimics the brain of the human and provides instant results and calculations. Therefore, it is no surprise this technology is used in education with huge benefits.

Lauren Bradshaw is a famous writer, professional researcher, and blogger employed at a leading essay writing service called CustomWritings. She covers many topics related to students, education, and technology. She has shared one exciting thought, and we want to provide it here:

“The use of artificial intelligence will sufficiently ease the life of students in many ways. Students will comprehend and learn new materials very fast. Smart technology will help to develop skills fast, and they will be applied correctly. The perspectives are enormous.” We understand the point of view of Lauren, because we think the same way. Our helpful blog post casts more light on the benefits and importance of AI in education.

1. Automation

One of the essential benefits of AI is the automation of merely all processes. It saves precious time and energy. AI can help students, as well as teachers and professors. For example, students can create interactive schedules that reflect all the tasks and grades they have. Thus, youngsters will know what should be done and how good their score is. AI will calculate the odds, and students will know if any adjustments and improvements are required.

Teachers and professors do not have to spend heaps of time checking the progress of their students. An intelligent program will take into account the grades of all students and will provide the average rates. Educators will not spend their energy doing that and will have more time to heed the students who need their support more.

2. Big Data Collection

Artificial intelligence may help learners and educators in finding the correct information. It works fast and ensures the desired results. Every time you place an online request, AI registers it and saves it in your browser’s history. This function helps to speed up the process of searching and makes it more accurate. After it gathers enough facts from the requests of all users, you receive instant targeted results. For example, you may write an “essay,” and the browser will provide you with all related products:

Artificial Intelligence (AI)

  • How to write an essay;
  • Essay writing structure;
  • Essay outline;
  • How to write an introduction to an essay;
  • How to research an article, etc.

It hugely saves time, and users receive instant search options that are relevant for them. AI may provide recommendations of information sources that can be helpful for students. These are:

  • Learning courses and programs;
  • Educational websites;

3. Assistance for Disabled Students

As we all know, some students have specific disabilities. They appeared because of accidents, traumas, or genetic peculiarities. Students have problems with talking, walking, or writing. AI can overcome most of those complications.

Let’s review a few typical situations. A student has problems with gripping. He cannot hold the pen firmly, and it is impossible to understand what he writes. Thanks to special digital writing tools and AI, this issue can be successfully solved. A student should take a special pen and write with it on the screen. AI will analyze what is written and will type it.

Another example is related to students with speaking issues. They may not be able to pronounce all the words. Thus, a specific AI technology can speak instead of them using an intelligent, sensitive algorithm. It can identify the quietest sounds and pronounce them instead of a student. Steven Hawking used to utilize this unique technology. Mind that he could not speak and even move.

4. Interactive Assistants

AI software is brilliant and can become the most effective helper of students. It is used in various learning tools and helps to improve skills and avoid mistakes. The most widely used learning apps based on artificial intelligence are:

  • Grammar checkers. These intelligent apps scan the text and underline grammar, punctuation, and spelling mistakes. They also show how to correct those mistakes.
  • Editors. Thanks to online editors, students receive editing tips to improve the readability of their texts.
  • Topic generators. If you have problems with choosing a topic, topic generators will help you. AI proposes the most relevant ideas after you specify at least one keyword.
  • Organizers. An intelligent organizer may become your assistant. It will schedule and adjust your routine. Thanks to its assistance, you’ll be able to control time and optimize your work.

5. Virtual Reality

Artificial intelligence allows using virtual reality or, shortly, VR. AI will create unique environments for students according to their needs and the goals of their educators. For example, nobody can travel back in time to observe Ancient Greece or Rome or travel to the time when dinosaurs lived. Thanks to a special algorithm, AI provides this opportunity.

They should only put on special glasses and headsets to feel the virtual world as accurate. Such use of artificial intelligence makes lessons more attractive and provides more details necessary for adequate comprehension. It encourages students to attend such classes and do their best to succeed in learning.

The Bottom Line

As you can see, the potential of artificial intelligence in education is beneficial for educators and learners. It assists fast and precisely. Students can find the required data, optimize their schedule, improve learning skills, get brilliant prompts, and save heaps of precious time. It is only necessary to find the right software, optimize, and use it correctly. The positive results will appear almost in a blink of an eye. AI has the potential we cannot ignore. It should be used wisely.

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