Scratch my back and I'll scratch yours: The impact of user effort and recommendation agent effort on perceived recommendation agent quality.
Dimitrios TsekourasTing LiIzak BenbasatPublished in: Inf. Manag. (2022)
Keyphrases
- recommender systems
- collaborative filtering
- multi agent systems
- recommendation systems
- multi agent
- user preferences
- multiagent systems
- cognitive effort
- user satisfaction
- intelligent agents
- software agents
- current situation
- personalized recommendation
- user feedback
- mobile agents
- interface agent
- recommendation quality
- effort needed
- cold start problem
- autonomous agents
- decision making
- multiple agents
- user experience
- content based filtering
- conversational agent
- recommendation algorithms
- agent model
- user modeling
- high quality
- individual user
- long tail
- action selection
- information overload
- human users
- agent technology
- user interests
- dynamic environments
- end users
- agent systems
- data sparsity
- agent architecture
- helping users
- user model
- user profiles
- reinforcement learning
- web page recommendation