FeelCoolOne / similarity_recommend

find similar tv according to property actor/director/country/language....

recommendation for TV

step 1

edit ./etc/config.ini

step 2

python ./tools/preprocess.py

get data from mongodb and format

step 3 [optional]

python ./tools/standard_douban_recommend.py

get standard recommend result of douban from mongodb

step 4 [optional]

python ./tools/get_prefix.py

get prefix map from mongo

step 5

[predict mode]
python ./rec_content_based.py predict

[train mode]
python ./rec_content_based.py train

calculate recommend data result and write into redis. if you run mode 'train', the weight of train will be work in this time and history weight should be modify manually if you like the 'train' weight and want to affect next 'work' mode. prefix mode like work mode ,but result add prefix ahead of value.

crontab
per week

Since the change of database "chiq_video_converge" not support douban, the mode "train" not work.