I would like you to create a tool that is capable of simulating requests made to a notional website - including attributes like the users IP, location, form fields, etc. The idea is to build up a corpus of data representing "normative" behaviour for a number of simulated users. Via some stastical process, events will be injected into the data stream that are non-normative - i.e. differ from the standard pattern of activity but some understood level of variance.
The ultimate goal of this is to produce a corpus of data that can be used to train and test an unsupervised learning algorithm ( to be developed separately).
The system should be capable of producing large volumes of data, representative of large time spans of simulated activity, very quickly
More detail on the attributes required (and two more basic sample implementations of this system) can be provided if this project is of interest.
Deliverable would be the tool that is able to generate the data, with configuration settings that allow the properties of the generated data to be adjusted to fit different models.
Hello,
I have a MSc degree in Artificial Intelligence and exactly know what you want to do.
So please contact me and lets start asap :).
Thanks,
Helmot
Hello, I might be interested in this sort of project. I am particularly skilled in algorithm development and in Artificial Intelligence. I have over 10 years R&D experience and over 5 as a professional programmer. Please see my web site for examples of my work - the licas distributed system, for example. I have a lot of experience in the specified problem field.
I've recently done something similar for a bank who wanted to cut out the endpoints to external systems for their training sessions. Unlike the production system, the training environment essentially simulated these responses.
I have quite a couple of insights and details I'd like to share regarding the project which should make the overall project a bit easier to manage
PS: Well done on writing the requirements for this, one of the better set out projects I've seen around here.
Please do get in touch to have a conversation about it :)
Martin
User's behavior is appeared by 3 points , TPO (time, position, occasion)
so i 'd like to perdict this via perdicion IO .
i will solve the problem within your time.
I am waiting for your request.
Thanks.