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Application via uni track in KAIST for a master's degree in Computer Science. KGSP 2018 Study Plan


radzxx 1 / 1  
Feb 25, 2018   #1
Hey guys, I've written a study plan for kgsp and I would love your input. I'm planning to apply via uni track in KAIST for a master's degree in Computer Science.

Study Plan for graduate school



In my bachelors, I was introduced to Artificial Intelligence during a course and I was instantly hooked. It was such a fascinating field for me that it settled the theme of my upcoming research project for me. To pursue my passion of Artificial Intelligence further, I took up the course Natural Language Processing (NLP) and chose to make an NLP based Chatbot for my final year project. While conducting research for that project, I and my group discovered a huge room of improvement in available Chatbots. Most of the Chatbots developed today generate responses based on keyword searching, which after a while proves to be repetitive and unrealistic. That's where NLP came to play, it is a branch of Artificial Intelligence that is concerned with the interactions between computer and human. Intelligent Chatbots are a hot research topic and companies like Google, Microsoft and Facebook are all investing in them.

The main tasks of NLP are syntactic and semantic analysis of the text. During our project's research, we completed the syntactic analysis module but did not get the chance to do the semantic analysis due to time and resources limitations. Semantic Analysis is branch of Natural Language Processing where we deal with the word senses and what that word can mean in a given statement. A word can have one meaning in one context and a totally different one in another. There are many algorithms available for achieving this task, the most popular being the Lesk and Walker's Algorithms and Bayes Theorem, but all of these have some limitations. The success rate of these algorithms is normally 60-65%, which can decrease if we provide large corpus (set of texts). A deep study of these algorithms and to find ways how to improve them is going to be my main focus during my future research.

I also plan to take courses on Virtual and Augmented Reality. These two and my research complement each other. We can create an environment where a person can interact with a virtual being. The inspiration for this idea comes from PokémonGo. In the game we can see the Pokémon characters from the Anime Series, as virtual beings, but how awesome would it be to make them socially interactive. It can be a new step in the world of Chatbots, where we usually converse with them by typing into a text box.

When I'm awarded with this scholarship, I envision to fulfill my aspirations for contributing to, what I believe will be, the next major milestone in the computer field.
Holt  Educational Consultant - / 14,835 4783  
Feb 28, 2018   #2
Rida, paragraphs one and two show your continued interest in the development of chatbots. These paragraphs lay a strong foundation for your interest in pursuing a related line of study as a KGSP scholar. The rest of the essay is not applicable. You have to go from explaining your college project, to depicting how you plan to continue these studies through a relevant masters thesis completed in Korea. Think of a higher function for the chatbots that is not being addressed at the moment. Why do you think this should be developed? How do you think this can be accomplished? This will be your Goal of Study. The title you choose can borrow from your college project with a continued title or, you can create a totally new title for it. As for the study plan, you already know that Korea is part of the cutting edge community of software developers. Think of where you wish to undergo your internship or training in relation to your masters thesis. Why this company? What do you hope to learn? Why should the reviewer care about the results of your study? How can KAIST help you complete your required research? Like I said, your foundation is solid, but your implementation needs more work. These suggestions should help you achieve that goal.
OP radzxx 1 / 1  
Mar 5, 2018   #3
Mary, thank you for the pointers they are of great help! I'll update my study plan accordingly.


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