Personalized Residential Energy Usage Recommendation System Based on Load Monitoring and Collaborative Filtering.
Fengji LuoGianluca RanziWeicong KongGaoqi LiangZhao Yang DongPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- collaborative filtering
- personalized recommendation
- energy consumption
- context aware recommendation
- energy saving
- recommender systems
- user profiles
- product recommendation
- recommendation systems
- information filtering
- total energy
- user modeling
- user specific
- monitoring system
- matrix factorization
- wireless sensor networks
- user preferences
- data sparsity
- energy efficiency
- energy efficient
- web personalization
- load balancing
- real time
- real estate
- e learning
- user interests
- sensor networks
- transfer learning
- power consumption
- hurricane katrina
- user based collaborative filtering
- making recommendations
- electrical power
- power system
- energy minimization
- user model
- sensor nodes
- cold start problem
- usage data
- recommendation algorithms
- user feedback
- information overload