2012 CrossMediaKnowledgeDiscovery
- (Shi, 2012) ⇒ Zhongzhi Shi. (2012). “Cross-media Knowledge Discovery.” In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2012). ISBN:978-1-4503-1462-6 doi:10.1145/2339530.2339660
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- http://scholar.google.com/scholar?q=%222012%22+Cross-media+Knowledge+Discovery
- http://dl.acm.org/citation.cfm?id=2339530.2339660&preflayout=flat#citedby
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Abstract
In this talk I introduce cloud computing based cross-media knowledge discovery. We propose a framework for cross-media semantic understanding which contains discriminative modeling, generative modeling and cognitive modeling. In cognitive modeling a new model entitled CAM is proposed which is suitable for cross-media semantic understanding. We develop an agent-aid model for load balance in cloud computing environment. For quality of service we present a utility function to evaluate the cloud performance. A Cross-Media Intelligent Retrieval System (CMIRS), which is managed by ontology-based knowledge system KMSphere, will be illustrated. Finally, the directions for further researches on cloud computing based cross-media knowledge discovery will be pointed out and discussed.
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2012 CrossMediaKnowledgeDiscovery | Zhongzhi Shi | Cross-media Knowledge Discovery | 10.1145/2339530.2339660 | 2012 |