KeyGraph: Automatic Indexing by Co-occurrence Graph based on Building Construction Metaphor
ADL '98 Proceedings of the Advances in Digital Libraries Conference
Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data
Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Text mining techniques for patent analysis
Information Processing and Management: 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
A proposed IPC-Based clustering and applied to technology strategy formulation
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
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Strategic suggestions are essential for companies to facilitate the top management to foresee and review the future directions of their company's research and development investment. Therefore, a research design has been formed for performing the strategic planning on technology where IPC classification was employed to divide the patents into different categories and association analysis was adopted to discover the relations between terms and between clusters. Consequently, the visualized results, crystallized diagrams and integrated map, were generated and the relations between technical topics and companies were observed. Finally, according to the relations, the strategic suggestions on thin-film solar cell for companies were recognized and proposed.