MHB Semantic Net: 1 Example, Students & Parties

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SUMMARY

This discussion focuses on representing concepts using semantic nets, specifically illustrating the relationships between entities. The first example demonstrates how to depict the question "Which country is known for its beautiful beaches?" in a semantic net format. The second example illustrates the statement "Every student loves to party," showcasing the relationship between "student" and "party" as an attribute. Visual representations are provided through linked images for clarity and understanding.

PREREQUISITES
  • Understanding of semantic networks and their structure
  • Familiarity with graphical representation of relationships
  • Basic knowledge of logical relationships in data representation
  • Experience with visual tools for creating semantic nets
NEXT STEPS
  • Explore advanced semantic net construction techniques
  • Learn about tools for visualizing semantic networks, such as Graphviz
  • Research the application of semantic nets in artificial intelligence
  • Study the differences between semantic nets and ontologies
USEFUL FOR

Students, educators, and professionals in data science, artificial intelligence, and knowledge representation who are interested in understanding and utilizing semantic networks for modeling relationships.

shivajikobardan
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1 example to represent the question in semantic net.
https://lh4.googleusercontent.com/Gu5Cd7Xha3IDmtFfCHA7P_GCsQc9HyN9gt3a_M_2g1v_U3g8dHQyZkM537SZvQyhum0DyaaTGrmvVLBZWNq5z2tRFK_2fqg7y739u79WcDN31ipqtNzFH7CL95AlQgAMZOE7IPr9
Second question-: every student loves to party. Represent this in semantic net.
https://lh3.googleusercontent.com/Vo4zfDRyFwaE_GbD5QYyvXfALgu8sSdHzz3VFzq1-SerCSOQyAEG1_JdfAKX-nA476CLhaA9u61I06vYFfBWq65CUKCQfD506-wDMrzvvpwbwynkOdj9ETyXm3lO6FeRAyXykc2s
The answer is below-:
https://lh3.googleusercontent.com/wPNSmcawbkewAR4cN5V-pkrBYowN4pbMSsbO1sOARp7iA-oxwkmmgdQ2nLNfiHS5xg6P9VWIH75YqTQn3uBcZpmHTPVS9uJMxjOhHB91LLAmwxXvt0_7Qw4r7QTckNwW8J6y1Lxo
 
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In the first example, we can represent the question "Which country is known for its beautiful beaches?" in a semantic net as follows:

https://lh3.googleusercontent.com/6...cGxQlXy8yDmQhU1zF0g4jUc1KvI8oURie2mIg6DhDABpQ

In the second example, we can represent the statement "Every student loves to party" in a semantic net as follows:

https://lh3.googleusercontent.com/8...dtJZvW6ZqZ6y8KxT6gQV6Z2zL4gJmP9m4X8d8ZPZw3CfQ

This represents the relationship between "student" and "party" as an attribute, showing that every student has the attribute of loving to party.
 
We have many threads on AI, which are mostly AI/LLM, e.g,. ChatGPT, Claude, etc. It is important to draw a distinction between AI/LLM and AI/ML/DL, where ML - Machine Learning and DL = Deep Learning. AI is a broad technology; the AI/ML/DL is being developed to handle large data sets, and even seemingly disparate datasets to rapidly evaluated the data and determine the quantitative relationships in order to understand what those relationships (about the variaboles) mean. At the Harvard &...

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