Discovery of Chances Underlying Real Data
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
KeyGraph: Automatic Indexing by Co-occurrence Graph based on Building Construction Metaphor
ADL '98 Proceedings of the Advances in Digital Libraries Conference
Chance Discovery
Chance Discoveries in Real World Decision Making: Data-based Interaction of Human intelligence and Artificial Intelligence (Studies in Computational Intelligence)
Technological change and technology monitoring process: Evidence from four Italian case studies
Journal of Engineering and Technology Management
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
To propose strategic suggestions for companies via IPC classification and association analysis
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
To construct a technology roadmap for technical trend recognition on thin-film solar cell
JSAI-isAI'10 Proceedings of the 2010 international conference on New Frontiers in Artificial Intelligence
An integration of grounded theory and chance discovery to explore the technology opportunity
International Journal of Intelligent Information and Database Systems
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Technology monitoring is helpful for companies, employees, and stakeholders to understand the technological situation of their supplying products nowadays. Solar cell, one of the green energy, is growing rapidly with its nonpolluted and unexhausted characteristics. In addition, the patent data contains plentiful technological information from which is worthwhile for exploring further knowledge. Therefore, two graph-based methods, KeyGraph and Data Crystallization, were employed so as to analyze the patent data, to form a technological scenario, and to explain the overview of solar cell technology. Finally, the relations among companies, technology, and application have been observed, and the strategic suggestions have been proposed accordingly.