Multi-Agent & Data Mining Group, UTS, Australia Chengqi Zhang Faculty of Information Technology University of Technology Sydney, Australia Longbing Cao Faculty of Information Technology University of Technology Sydney, Australia

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 2 Group  Multi-Agent & Data Mining Group  Web:  People: Data mining  Shichao Zhang, Yanchang Zhao, Huaifeng Zhang, Zhenxing Qin, Dan Luo, Yuming Ou Agent & mining  Chengqi Zhang, Longbing Cao, Jiarui Ni, Chao Luo, Ting Yu

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 3 Research interest

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 4 Agent-driven data mining  Agent service-based mining infrastructure Software engineering System implementation  Agent-based data integration and management  Agent service-based parallel mining

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 5 Data mining driven agents  Data mining driven trading agents  Data mining driven agent recommender

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 6 Agent & Mining Interaction and Integration  Mutual issues in agent & mining Domain knowledge Human roles Ontology Constraint Actionability Intelligence metasynthesis

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 7 Projects  Research grants 5 Australian Research Council Discovery grants 1 Australian Research Council Linkage grant

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 8 Projects  Industry grants Australian Commonwealth Government - - Centrelink projects Capital Markets Cooperative Research Centre projects

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 9 Applications  Ontology-based hybrid business intelligence systems  Agent service-based finance data mining Agent-based data source management Agent-based data preprocessing Agent service-based data mining web platform Data mining algorithm plug-n-play Actionable trading pattern mining Trading rule optimization Parallel mining Pairs/link mining

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 10 F-Trade (  F-Trade: Financial Trading Rule Automated Development and Evaluation  Started in 2003  Sponsored by Australian Capital Markets CRC, Securities Industry Research Centre of Asia-Pacific, UTS  Environment: web-based, distributed, Java, C, Window, Linux

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 11 F-Trade

18 December 2006MultAgent & DataMining Group -- UTS, Hongkong 12 Directions  Agent & mining interaction and integration  Mutual issues  Intelligence metasynthesis Agent-mining symbiosis Agent-human-cooperated data mining system