Multimedia conversation system with application in supervised learning methods and ranking function

作者：Teng Zhi; Liu Ye; Ren Fuji

来源：International Journal of Innovative Computing Information and Control, 2008, 4(6): 1489-1498.

• multimedia conversation systems
• really simple syndication
• okapi BM25
• support vector machines

Conversation systems are moving out of the research labs and out into the real world. The persistent belief that conversation would be the most natural and powerful user interface to computers. This change is important for the performance of the systems. In this paper we present an experiment named a multimedia conversation System with application in supervised learning method and ranking function. This paper firstly discusses how to use multimedia information build knowledge database. Then it introduces applying the supervised learning method and ranking function to Natural Language Understanding (NLU) and Natural Language Generation (NLG). Finally, it gives experiment approach and results. The experiment showed that this method could achieve better results in practice.

• 出版日期2008-6
• 单位北京大学