Artificial intelligence;
Intelligent behaviour;
Cybernetics;
Statistical learning theory;
Data driven AI;
Intelligent systems;
Pattern analysis;
Viterbi's algorithm;
History of artificial intelligence;
MODELS;
D O I:
10.1016/j.neunet.2010.01.006
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Statistical approaches to Artificial Intelligence are behind most success stories of the field in the past decade. The idea of generating non-trivial behaviour by analysing vast amounts of data has enabled recommendation systems, search engines, spam filters, optical character recognition, machine translation and speech recognition, among other things. As we celebrate the spectacular achievements of this line of research, we need to assess its full potential and its limitations. What are the next steps to take towards machine intelligence? (C) 2010 Elsevier Ltd. All rights reserved.
机构:
CUNY, Natl Ctr Educ Restructuring & Inclus, Grad Sch, New York, NY 10036 USACUNY, Natl Ctr Educ Restructuring & Inclus, Grad Sch, New York, NY 10036 USA