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 Master thesis opinion mining 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.
Sentiment analysis or opinion mining is used to automate the detection of subjectiveinformation such as opinions, attitudes, emotions, and feelings. Dec 14, · You’ve got a few great answers. Maybe go beyond Twitter to include Geo and some type of social segmentation. You can use data from US Gov., Kaggle, Uber, etc. to get population density, income, etc. and maybe show opinion . Dec 31, · Read Sentiment Analysis and Opinion Mining by Bing Liu to get an idea of the current state-of-the-art sentiment analysis models. for a masters thesis, looking deeper into composition and assessing how this impacts sentiment analysis can lead to quite a few research topics. Is sentiment analysis a good idea for a graduation thesis?
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 1, times, 12 visits today Related posts:Aug 17, · This article provides guidelines about how to choose a thesis topic in data mining.
I want researches about applying Data Mining techniques on master and PHD thesis and dissertations database. Thanks. I have chosen opinion mining under data mining.
Can you suggest some topics in it? Can you suggest which tool I should . Opinion Mining is the science which combines techniques of computational linguistics and information retrieval and is concerned with .
Jan 02, · Read Sentiment Analysis and Opinion Mining by Bing Liu to get an idea of the current state-of-the-art sentiment analysis models. What would be a suitable topic for a master thesis on graph/text mining?
Is sentiment analysis a good idea for a graduation thesis?
Master Thesis Data Mining for Tweet Sentiment Classi cation Author: Internal Supervisors: These messages contain an opinion about a speci c sub-ject.
The sentiment of this opinion can be classi ed in di erent categories. This master thesis is part of the study computing science, a 2-year research.
The importance of online opinion mining for vaccination Nowadays, online social media platforms like Twitter or Facebook provide a valuable framework for individuals to share and discuss ideas and opinions regarding various topics, including health related.
|A blog by Philippe Fournier-Viger about data mining, data science, big data…||These writers enjoy writing and are very good at it.|
|What We Offer||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.|
|Types of essays for esl students||Dissertation Amour Lots of students and professionals find themselves overwhelmed by the sheer number of writing assignments, papers and projects they are assigned.|
|Thesis opinion mining||This early book, which the child to a number of cases in the context of all sizes are medium to large - scale assessment. Providing important insights about the problem, those stars had the support needs and expectations of particular cases and if all oh what is being adopted at griffith university qcgu.|
|Master Thesis Opinion Mining||The following material explains how to produce a position paper sometimes called a point of view paper.|
Dec 14, · You’ve got a few great answers. Maybe go beyond Twitter to include Geo and some type of social segmentation. You can use data from US Gov., Kaggle, Uber, etc. to get population density, income, etc. and maybe show opinion .