KeyGraph: Automatic Indexing by Co-occurrence Graph based on Building Construction Metaphor
ADL '98 Proceedings of the Advances in Digital Libraries Conference
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Service-oriented Technology Roadmap (SoTRM) using patent map for R&D strategy of service industry
Expert Systems with Applications: An International Journal
Applying KeyGraph and Data Crystallization to technology monitoring on solar cell
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Knowledge integration and management in autonomous systems
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To recognize technical trends is essential for the interested parties to understand the development directions of a technology at the industry level. Therefore, a research design has been formed for conducting technology roadmapping where association analysis is employed to measure the co-occurrence in the patent data sets and data crystallization is adopted to build the relations between clusters. Consequently, a technology roadmap for thin-film solar cell was constructed and relations between topics and subtopics were identified. Finally, according to the relations, the technical trends of thin-film solar cell were recognized and depicted.