Darwin Quotes Quote 57 "There are only two possibilities as to how life arose. One is spontaneous generation arising to evolution; the other is a supernatural creative act of God.
Tweet I have seen many people asking for help in data mining forums and on other websites about how to choose a good thesis topic in data mining. Therefore, in this this post, I will address this question.
Personally, I think that designing or improving data mining techniques is more challenging than using already existing techniques. Moreover, you can make a more fundamental contribution if you work on improving data mining techniques instead of applying them.
Data mining is a broad field consisting of many techniques such as neural networks, association rule mining algorithms, clustering and outlier detection.
You should try to get some overview of the different techniques to see what you are more interested in. If your goal is just to apply data mining techniques to achieve some other purpose e. This requires more thoughts. This helps to see what are the current popular topics and what kind of problems researchers are currently trying to solve.
It does not mean that you need to work on the most popular topic. Working on a popular topic e. It is easier to get grants or in some case to get your papers accepted in special issues, workshops, etc. Actually, the most important is that you find a topic that you like and will enjoy working on it for perhaps a few years of your life.
Finding a good problem to work on can require to read several articles to understand what are the limitations of current techniques and decide what can be improved.
It is normal that it takes time to find a more specific topic. Therefore, if you are looking for a thesis topic, it is good to talk with your supervisor and ask for suggestions.
He should help you.
Choosing a supervisor is a very important and strategic decision that every graduate student has to make. For more information about choosing a supervisor, you can read this post: How to choose a research advisor for M.
There are two problems with this question. The first problem is that it is too general. As mentioned, data mining is a very broad field. For example, I could suggest you some very specific topics such as detecting outliers in imbalanced stock market data or to optimize the memory efficiency of subgraph mining algorithms for community detection in social networks.
But will you like it? It is best to choose something by yourself that you like. The second problem with the above question is that choosing a topic is the work that a researcher should do or learn to do.
In fact, in research, it is equally important to be able to find a good research problem as it is to find a good solution. Therefore, I highly recommend to try to find a research topic by yourself, as it is important to develop this skill to become a successful researcher.
If you are a student, when searching for a topic, you can ask your research advisor to guide you. Also, just for fun, here is a Ph. D thesis title generator. Visited times, 9 visits today Related posts:Hurriers were as vital to the operation of a colliery as were the colliers.
They were invariably children or women and as in textiles and many other trades in the industrial revolution, coal mining could not have developed without the exploitation of this source of labour power.
Expect Nvidia to report a record blowout quarter. Why high-end graphics cards have virtually disappeared.
How crypto mining is affecting Nvidia. Hidden clouds m. A page about Crowsnest, Alberta, describing the history of its industry and society, its layout, accommodations, tourist attractions and recreation. Dec 31, · Is sentiment analysis a good topic for an MS thesis?
What are the hot topics in this area? Update Cancel. ad by Toptal. Read Sentiment Analysis and Opinion Mining by Bing Liu to get an idea of the current state-of-the-art sentiment analysis models.
Is sentiment analysis a good idea for a graduation thesis? I went to the library and found the [September ] article. The quote is a complete fabrication. What the article does say is: The great idea emerges originally in the consciousness of the race as a vague intuition; and this is the form it keeps, rude and imposing, in myth, tradition and poetry.
The essay is the most important part of a college appllication, see sample essays perfect for applying to schools in the US.