Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Concept decompositions for large sparse text data using clustering
Machine Learning
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
DIVA: a visualization system for exploring document databases for technology forecasting
Computers and Industrial Engineering
The Shape of Shakespeare: Visualizing Text using Implicit Surfaces
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
TopCat: Data Mining for Topic Identification in a Text Corpus
IEEE Transactions on Knowledge and Data Engineering
A systematic approach to eco-innovative product design based on life cycle planning
Advanced Engineering Informatics
Generation of new service concepts: A morphology analysis and genetic algorithm approach
Expert Systems with Applications: An International Journal
Procedural knowledge extraction on MEDLINE abstracts
AMT'11 Proceedings of the 7th international conference on Active media technology
Expert Systems with Applications: An International Journal
Feasibility study for procedural knowledge extraction in biomedical documents
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
A patent intelligence system for strategic technology planning
Expert Systems with Applications: An International Journal
How to identify the trends of services: GTM-TT service map
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Analyzing interdisciplinarity of technology fusion using knowledge flows of patents
Expert Systems with Applications: An International Journal
Hi-index | 12.06 |
Technology intelligence tools have come to be regarded as vital components in planning for technology development and formulating technology strategies. However, most such tools currently focus on providing graphical frameworks and databases to support the process of technology analysis. Techpioneer, the proposed tool in this paper, aims to offer decisive information in order to identify technology opportunities. To this end, the system uses textual information from technological document databases and applies morphology analysis to derive promising alternatives and conjoint analysis to evaluate their priority. In addition, the method used in developing a technology dictionary is presented, employing clustering and network analysis. This system also has the ability to communicate with experts in order to estimate the value of existing patents, which is inevitable for the priority-setting of alternatives, construct a morphological matrix and so on. This paper presents the system architecture and functions of this tool and moreover, illustrates the prototype implementation and case study of the same.