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Research topics on data mining - suggestions?


Sir,

I am doing ph.d. i selected topic on datamining. can you suggest a sub topic related to datamining

Apr 17, 2012   #2
hi anjana i find theses topics useful in data mining
Utility Based Data Mining.
Scientific Social Network Mining.
Multi Relational Data Mining with user guidance.
Data Mining in graph based Sensor Networks.
Exploring Associatives Classification Techniques for Predictive Analytics.
A Fuzzy Clustering approach for Large data sets.
Aug 14, 2012   #3
Research Topics on Data Mining (using SPSS tools)?

I would like to enroll in Ph.d This year. I have choose Data Mining as a Subject using spss tools. So i request you to kindly help me to choose some topics from data mining using spss tools
Aug 28, 2012   #4
Maybe you can try something like that: "Scaling up for high dimensional data and high speed data streams."
Aug 28, 2012   #5
- Image processing techniques for denoising, object identification, and feature extraction
- Dimension reduction techniques to handle multi-dimensional data
- Scalable algorithms for classification and clustering
- Parallel implementations for interactive exploration of data
- Applied statistics to ensure that the conclusions drawn from the data are statistically sound
Mar 28, 2013   #6
Research Topics on data mining for post graduate studies; Need suggestions

hii...i am doing Post Graduation ...i am searching for research topics on data mining..please suggest me some topics on which research is going on....

Thanku..
Mar 29, 2013   #7
I don't know if this is current or ongoing because Google doesn't provide the dates, but you could research about how small businesses use data mining to find new customers especially in this economy.
Mar 30, 2013   #8
ryoga
Thanku Sir...
Sir please tell me..like i have chosen my topic for research work..but don't know subtopics in data mining..i also keep your suggestion too..but i want more clarification...

Thanku...
i need help to get latest research topic on data mining.

Hello ,I am dipika vyas .I am student f mtech it second year.my research area is data mining.this area ia completely new for me and I need help to get a research topic in it.
Sep 13, 2013   #10
Hey Dipika,

I am assuming you are either a foreign student or were in a real rush to complete this post from all the grammar errors. Before writing a paper and conducting research, it may be beneficial to get a solid background in English writing and grammar; however, here are some major topics for data mining:

Scaling Up for High Dimensional Data and High Speed Data Streams
Mining Sequence Data and Time Series Data
Mining Complex Knowledge from Complex Data

Also, try not to post such things in this forum, since it's mostly for essay questions. Hope that helped!
@Anjana, I'm not a geek nor an expert in technology but I know that "datamining" is a popular part time job that most tech people do this days.

As far as my research goes, data mining has something to do with the following;

- collecting data such as company name, phone number, email and anything that will link the company to a vendor or a potential client
- scanning thru a volume of telemarketing data
- input information on a spreadsheet and use it for business purposes

Needless to say, there's a lot to write about data mining, at some point you have to cite examples of how data mining jobs helped a lot of home stay moms or students get a few bucks out of doing part time data mining. Data mining is also one of the best marketing strategies that help businesses market their products. There are a lot of real world advantages that data mining has brought about and it's absolutely working. I know a friend who is data mining and submits it to his online employer and she earns couple of hundred form doing this in her spare time.

Technology has really turn our world 360 degrees and as much advantages as it creates it's also accompanied with negative hoes.
The moment you get your draft, post it here on EF and we will help you further.
Merged:

I want my dissertation in the field of data mining. In what context do better in your opinion?



hi
I am a graduate student software field.
I want my dissertation in the field of data mining. In what context do better in your opinion?
I thank you for your tips.
Feb 10, 2017   #15
Hi Reza, the dissertation topic that you will end up researching will have to be based upon what your interests in data mining would be. Would you like to concentrate on the social media aspect of data mining that uses keywords to direct advertising or advice third party users regarding the media trends and discussions? You can also do sentiment analysis or sarcasm detection using Twitter as the basis of your research. Since fake accounts and spam accounts are quite common in the field of social media, you could discuss how data mining can help detect the face or spam accounts. Marketing analysis could also be a good starting point because of the demographics involved in the targeted advertising being shown on the user pages. The list is actually as endless as the information that data mining can provide. The interesting topic for your dissertation however, will depend upon what your personal data mining interests are and how you think these can be actively used for the betterment of society in the future.
@Holt
hi Holt
thank you for answer
What did work in the field to detect fake accounts? I'm no expert in the field of data mining and investigations from the second semester started and I'm going to get the best score. Do you think the context of a good thing??

thank you men
Feb 12, 2017   #17
Since data mining is all about gathering public information from unknown people, it is important that the mining programs know how to detect when an automated robot has set up the account in order to spam people, spread viruses, and the like. So the topic regarding detecting fake accounts will revolve around how the data program will be developed in order to properly detect parameters related to robot account creation. Those are the "fake" accounts that need to be sorted through and removed from the database so that the data mining system can efficiently perform its task. You will need to do the research about how this can be done and what the benefits are for the data mining companies when they are able to do so. If that is the topic you want to write about, then research its background and related developments.
Feb 15, 2017   #19
The one that you might want to do the study on could be Twitter. Since Twitter is the one that seems to have the most vulnerable system among all the social media networks. I base that on the number of times that a social media server has been hacked, or has been the target of bot registrations. While I am not doing the same research as you, I have experience in the field of big data mining, which is why I am able to develop suggestions and possible topics for you to consider for your research paper. Actually, the best person to decide which field of data mining would be best for you to research would be, yourself. I already gave you a list of possible topics to choose from. You now have to decide which social media platform you would want to do the research paper on. It will all depend upon the availability of information to you. Do the research based on your preferences and abilities.
I already gave you a list of possible topics to choose from

I will be grateful if to see the list you mention, list of possible topic
this is my gmail ramzanzadeh72@gmail.
thanks
Feb 15, 2017   #21
Refer to thread # 15 and 17 in this topic discussion. I listed the suggested topics for you there. I don't think you read it? You should not be asking me to list it again for you if you actually read the response I gave you before. Read the suggested topics. I present the possible discussion points for your research in a clear manner there. I explain every topic and what social media network you can use to complete the research. Number 15 includes the reference to the social media network relevant to my suggested data mining topic. The rest is self explanatory. You should be able to choose a topic for your research based upon those 2 responses I provided. Consider your available materials and your personal interests in terms of data mining discussions then opt for the topic that you can write about best based upon other considerations as well.
Merged:

Master's thesis topic selection in field of data mining; intelligent filtering



hi
I'm going to issue senior thesis in the field of data mining topic I choose.
Field intelligent filtering being done, and whether to issue senior thesis work can be performed on it?

thanks
Feb 20, 2017   #23
While I am not very familiar with this topic, I believe that there are a number of subjects that you can as use a specific thesis topic for this research. Some of the topics that you can do in relation to this thesis statement include:

1. Word Sense Disambiguation based Query Expansion - social media
2. Connectives and Phrases based Sentiment Analysis - Google
3. Natural Language Independent Knowledge Representation - bot prevention (?)

Any of these 3 topics can be actively and accurately used for data mining research specially in the area of field intelligent filtering. It is important that you do extensive research on the suggested topics in order to find out which one of the these topics will be best suited to your skills and available materials. Use the suggested topics as the basis for your further research into what will become your specific thesis sentence. These are all topics that can be researched and used as a senior thesis.
hi
I am a graduate student software field.
I want my dissertation in the field of data mining. In what context do better in your opinion?In the field of social networking analysis what can be done?I really confused.

I thank you for your tips.

how about modeling trust and reputation in social networks or e-marketing???
Feb 24, 2017   #25
HI Reza, I already made some suggestions as to how you can approach your dissertation in my previous responses. Weren't you able to read those? Or were my suggestions not applicable to what you want to do? In all honesty, the best person to ask regarding the best topic for research will be your dissertation adviser. The adviser is the one who can tell you if there are any similar research already being done by other students in your field within your university. That way you will avoid duplication of research material. You have a pretty good topic title for your dissertation. However, unless you can tell me what the thesis statement is that goes with the title, I am not sure if it can work well with the topic of Data Mining. Please present an expanded explanation of the topic you mentioned above so I can analyze whether it will be a good topic or not for your research. Bear in mind though, I will give an opinion without knowing if there is already existing research in this field at your university. So double check with your adviser first.

I know that it can be daunting to work on your dissertation paper. There are so many things that can go wrong during the research. Then again, you have to make the mistakes in order to learn, become a better student / learner, and in the process, learn to resolve the issues that could have prevented you from completing your paper. Since this is a research paper, you should not be afraid to pick a topic. The skill involved here will be research skills. So as long as you know what topic you are researching and what question you want to resolve with your research, you will do just fine. Remember, you have to complete the dissertation in order to graduate and get your PhD. Don't let the fear of difficulties that you will be facing in completing the final leg of your doctoral studies stop you. It will be such a waste if you don't follow through during this final stretch. Don't be afraid. You have trained for this all your academic life. Pick your comfort zone in terms of the possible topics you can research. Pick the topic that you feel comfortable researching because you either have a lot of theoretical, not necessarily practical, skills that will make it easier for you to handle the research. Staying in your comfort zone this time will help you complete the work. Pick a topic and get started. The most difficult part is getting started. Once you get moving, the rest of the research should be easier to accomplish. I will be here to cheer you on and assist you whenever you need me. Just ask for my help and you will get it. Now, take a deep breath and get started, don't waste any more time than you already have.
Merged:

Social networks and Data Mining



hi Mary Rose...!! I came again!! :)
I hope you are fine
I did research over the last few days And one of the interesting things that came to my mind,Trust in social networks has been discussed. The idea popped into my mind was that will be able to done filtering in Social networks request base on trust.What is your opinion on this issue? There is a confusion which for me is that is concern to Data mining?

thank you again Good Friend
From mod: please learn how to compose good topic titles or else the account will have to be suspended..
Feb 28, 2017   #28
It just might work. The social media networks usually have these surveys and people behind the scenes watching the every move that we make, every click, every like, every angry icon, every emiticon use. As users, we tend to place trust behind the social media network that we are using and therefore, place a digital form of blind trust that the system will not lie to us, will not use our information in an adverse manner, and will not use the information it gains from our sign up form and everyday use against us. So the way that they mine and use the data collected does have a direct relation to data mining based on trust. You will need to further develop that thesis statement if you want to do research in this field. I am not sure what your focus will be on (facebook, twitter, instagram, etc). So I suggest that you start with choosing the social network first then follow through on all other aspects from there.
@Holt
Today I spoke with superviser And I talked with him in case of detection of fake accounts on Twitter.The question asked was that the work done in this area and what my purpose of doing work in this area.I also read a few articles and I found that work done in this area.Why did you recommend it? collaborative filtering in social network ( tewitter or instagram ) by trust is good or not?

To select the final issue, I have only 12 days.
I might say that if you do the research about this topic, you would have a descriptive research or perhaps comparative research. If you want to make a descriptive research, your purpose should be about either an individual or company profit. For instance, when an individual (e.g. an actor/actress) has an Instagram account that has 1 million followers, a company that wants its product to be advertised/endorsed by that actor/actress should do a research about his/her followers. It should be about whether this particular actor/actress have a "real" 1 million followers or not (which means real human and not fake accounts). If, for example, the company asks this actor/actress to endorse its product but then his/her followers are mostly fake, the company will not get any significant benefit by advertising its product through this person. Therefore, the company do 'data mining' to filter the fake accounts and calculate the probability of having a significant advertisement through this media.
Mar 1, 2017   #31
Reza, you are the one who made that suggestion to your supervisor. If you read what I suggested, it is nowhere near what you told your supervisor. So if anyone has to defend the proposal, based upon the topic choice and other facts it should be you. I am not going to write this proposal for you. You do the research, you do the presentation, you do the justification to your supervisor. I recommended a few possible topics and explained some of the research that will be required and some justification to you. However, you seem to think that I should be the one defending the choice to your supervisor. That is not part of what I do here.All of the work, has to be done by you. This is a topic you chose. As you said, you have read about it and have knowledge about the work done in this area. So you defend your choice based upon the information that you have researched.
@Holt

dear Mary
you say " You can also do sentiment analysis or sarcasm detection using Twitter as the basis of your research. Since fake accounts and spam accounts are quite common in the field of social media, you could discuss how data mining can help detect the face or spam accounts."

did not you????!!!!
Mar 1, 2017   #33
I made that suggestion but your presentation to your supervisor is wrong. Which is why I did not understand what you were saying. Also, because I made the suggestion, that does not mean that I should do all the work for you. If you like the topic then do the research for it. Then properly present the argument to your professor. I am not here to research the work for you. Nor will I continue to spoon feed you information regarding it. If you like the topic, then do research about it, making sure to focus on the questions of your professor, then present it as a defense. I will not and cannot do the work for you. I only make suggestions. You do everything else. You seem to have misunderstood how we work here. You have to do the research in response to the questions of your professor. Not me. That is not part of my duty here. Do the research and find the answers. You already said you read information about it. So why can't you find the answers? Work on it. The answers are there. You just have to be conscious of the questions that you are seeking responses to.


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