Open Issues

As a newly emergent area, there are many many open issues associated with this specific area ---- Agent Mining or similar topics.

To our limited knowledge, we list some of them.

• Human role and intelligence in agent mining
• Human-system interaction
• Domain knowledge in agent mining
• Ontology issues in agent mining
• Constraints in agent & mining
• Intelligence metasynthesis in agent mining
• Knowledge management in agent mining
• Security, privacy, trust
• Agent-based cloud computing
• Agent-based data mining infrastructure
• Agent-based mining process and project management
• Agent-based distributed data mining and learning
• Agent-based grid computing
• Agent-based human mining cooperation
• Agent-based link mining
• Agent-based multi-data source mining
• Agent-based interactive data mining
• Agent-enriched ontology mining
• Agent-based parallel data mining
• Agent-based web mining
• Agent-based text mining
• Agent-based ubiquitous data mining
• Agent for data mining data preparation
• Agent networks in distributed knowledge discovery and servicing
• Agent system providing data mining services
• Autonomous learning
• Agent-human-cooperated data mining
• Multiagent Reinforcement Learning
• Domain intelligence in agent-based data mining
• Protocols for agent-based data mining
• Self-organizing data mining learning
• Data mining enhancing agent intelligence
• Data mining-driven agent learning, adaptation and evolution
• Data mining-driven multiagent communication, planning and dispatching
• Data mining-driven user modeling
• Data mining-driven network servicing
• Data mining driven agent recommender
• Data mining-driven trading agents
• Data mining agent assistant
• Collaborative learning in multiagents
• Information gathering agents
• Agent-based network intrusion detection
• Decentralized clustering in large multi-agent systems
• Emergent agent organization and behavior
• ...