Using Collaborative Filtering to Automate Worker-Job Recommendations for Crowdsourcing Services.
Julian JarrettM. Brian BlakePublished in: ICWS (2016)
Keyphrases
- collaborative filtering
- recommender systems
- making recommendations
- product recommendation
- personalized recommendation
- user preferences
- recommendation quality
- recommendation systems
- collaborative filtering algorithms
- user ratings
- online dating
- web services
- cold start problem
- latent factor models
- cold start
- matrix factorization
- demographic information
- content based filtering
- service oriented
- service providers
- context aware
- ubiquitous computing
- user specific
- recommendation algorithms
- user feedback
- end users
- personal preferences
- processing times
- hybrid recommendation
- data sparsity
- service quality
- user similarity
- online services
- service composition
- collaborative filtering recommendation
- social tagging systems
- social networks
- single machine scheduling problem
- amazon mechanical turk
- item recommendation
- information services
- collaborative filtering recommender systems