Task/Sequence Mining algorithm
Budget: $30 – $250 USD
If I have windows usage data table like
StartTime | EndTime | Window | Value
that records a history of windows usage - how can we mine this data to get some repetitive patters, e.g. wnd1->wnd2->wnd3 (set of records running consistently, set of records in different patterns may vary.. ) ?
What algorithm is better to use for this? Are there any implementations for Excel, Python and Delphi?
I will provide 2 files (with app+web usage log and web usage log) - you should write a program in Python to extract repetitive workflow patterns (using start_time, window, url, e.g. MS Word - Order.doc -> MS Excel -> Invoice.xls -> Chrome SaleForce...) for both log files and help to build process diagram based on these patters (this should be negotiated).
StartTime | EndTime | Window | Value
that records a history of windows usage - how can we mine this data to get some repetitive patters, e.g. wnd1->wnd2->wnd3 (set of records running consistently, set of records in different patterns may vary.. ) ?
What algorithm is better to use for this? Are there any implementations for Excel, Python and Delphi?
I will provide 2 files (with app+web usage log and web usage log) - you should write a program in Python to extract repetitive workflow patterns (using start_time, window, url, e.g. MS Word - Order.doc -> MS Excel -> Invoice.xls -> Chrome SaleForce...) for both log files and help to build process diagram based on these patters (this should be negotiated).