An intelligent multi-agent system of mobile information consultation and sharing with big data and time series analysis technologies for smart tourism

According to the practical progress of Dr. What-Info I and II, this paper continues to develop Dr. What-Info III. Moreover, the big data technology, the MapReduce paralleled decrement mechanism of the cloud information agent CEOntoIAS, as supported by the Hadoop-like framework, software R, and time series analysis are adopted to enhance the precision, reliability, and integrity of cloud information. Furthermore, the proposed system app receives a collective satisfaction score of 80% in terms of Quesenbery's 5Es and Nielsen ratings. In addition, the verification results of interface design show that the human-machine interface of our proposed system can meet important design preferences and provide approximately optimal balance.