Study on softman for mining tourism information

Yipeng Zhou; Junping Du; Min Zuo; Xuyan Tu

doi:10.1117/12.784078

9 January 2008 Study on softman for mining tourism information

Yipeng Zhou, Junping Du, Min Zuo, Xuyan Tu

Proceedings Volume 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials; 67944J (2008) https://doi.org/10.1117/12.784078
Event: ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 2007, Gifu, Japan

Abstract

To mine useful tourism events' knowledge from different data sources distributed on Internet, we design a kind of data mining "Softman" which is based on quantum computing and artificial immune system. The thinking state of softman is encoded as quantum-bits (qubits). Its advantage is that the qubit linear superposition can represent the probability of softman taking action according to its thinking state, so it is consistent with the way of human. Then we apply quantuminspired immune clone algorithm to the thinking state evolution of softman, which utilizes immune learning and clonal selection to improve softman's learning ability. A multi-softmen organization can be used to do parallel data mining. And some organizations can also be applied on several data sources to implement distributed data mining.

Citation Download Citation

Yipeng Zhou, Junping Du, Min Zuo, and Xuyan Tu "Study on softman for mining tourism information", Proc. SPIE 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 67944J (9 January 2008); https://doi.org/10.1117/12.784078

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