Transkills Course
How to do an Informatics PhD
Pre-Course Reading
For the purposes of this course on Doing Informatics Research,
it will be assumed that you have a research project, which you will
be expected to analyse and describe. Normally, you would use your
MSc by research, MPhil or PhD project. If, for some reason, this is
inappropriate, e.g. you have not yet finalised your project, then
please make up a suitable project. For instance, use someone else's
projects that you have learnt about in your reading of your chosen
field.
Now answer each of the following questions for your research
project. When you have done this, tackle the exercise at the end.
It is essential to the practical exercises in the course
that you both do this exercise and bring the result with you.
- What are your aims and objectives? What do you hope to
have achieved when you are finished, e.g. build a program to do
some task, prove a theorem, model a natural system?
- What is the motivation of your project? That is, why
do you think it will make a significant and original contribution
to the scientific and/or engineering progress of Informatics? Why
is it timely to tackle this project now and do you think it is
feasible to achieve in the timescale available to you? Who would
benefit from a solution to the problem you have set yourself?
- What are the main pieces of related work? Have other
people tried to solve the same problem using a different solution?
Has a similar solution to yours been applied to different problems?
What is the state of the art in this field? What are the
limitations of previous work on this problem?
- What is your novel idea? What do you bring to this
project that is new? Why do you think you can extend the state of
the art? Can you solve any previously unsolved problems or overcome
limitations of previous work? Why might you succeed where others
have failed?
- What are your claims or hypotheses? For instance, if
you plan to build a computer program, in what way will this program
be better than each of the rival programs for solving the same or
similar tasks? Will it: exhibit better quality behaviour, be more
efficient, apply to a wider range of problems, be more dependable,
be easier to maintain, more accurately model some natural system,
...?
- What kind of evidence will be needed to support these
claims or hypotheses? Is your evidence experimental or
theoretical? Is it amenable to statistical analysis? Will you need
to experiment using humans or other animals? Will you require a
large corpus of test data? How will your ensure that your test data
is representative? What will provide the "gold standard" by which
you judge the correctness and/or quality of your project's
results?
- At what stage is your project? Are you just
formulating your project proposal, is the work in progress or is it
finished or nearly finished? What further work do you still have to
do or have you identified for others to do after you?
Bearing in mind your answers to the above questions, now write
a 1000 (+/- 100) word summary of your research project. Print
this summary and bring it to the course with you. It is essential
that you do this or you will not be able to play a full role in the
practical part of the course.
In particular you should address two of the above questions with
especial care, namely:
- What are your claims or hypotheses?
- What kind of evidence will be needed to support these
claims or hypotheses?
During the course, one of your fellow students will read your
summary and then give you feedback on it, especially with regard to
the above two questions. .