We invite you to submit your answer to the following tasks:
Task 1:
Build a model that can predict which coordinates a vessel should prioritize in order to maximize the likelihood of catching a type of fish of your choosing (haddock or mackerel is most valuable for our industry partners). The prediction can be based on historical data.
Predict a point (coordinates) where this type of fish is most likely to be caught on that day
- From submission day seven days into the future (24.09.2022-30.09.2022)
- Ten different types of fish (Sild, Makrell, Hyse, Sei, Uer (vanlig), Lyr, Torsk, Breiflabb, Lange, Berggylt)
- One possible location per fish per day (fangsdata files column Art FAO)
Submission format:
Csv file
Filename: teamname_sevendayspred.csv
Date;type of fish; lon; lat
24092022;Sild;55;5775
24092022;Torsk;55;5775
Metrics:
Precision, Recall, F1-score, MCC (MCC will be used for the ranking)
Task 2 and 3 will be evaluated by an expert jury consisting of industry, fishery and academic experts.
Task 2:
Create a report of your analysis that can be read by experienced fishermen; an user-friendly visualization that a captain can read to make a assessment of where the vessel should search for fish the next day
Criteria that will be taken into account by the jury
- Presentation
- Usefulness
- Correctness
Exploratory and innovative task with not right and wrong answers per se!
Task 3:
Make a Sustainable Fishing Plan; a weekly plan that suggests the routes the fisherman should follow to optimize fish caught and fuel consumption
Criteria that will be taken into account by the jury
- Presentation
- Usefulness
- Correctness
- Fish versus fuel consumption (subjectively assessed by fisherman)
Exploratory and innovative task with not right and wrong answers per se!
If you have any questions, please email Birte Hansen (birte.hansen@nora.ai)