Extraction of multi-dimensional research knowledge model from scientific articles for technology monitoring

The usage of patents and journal articles for technology evaluation and monitoring are highly recognized. Unfortunately, there is a lack of identifying knowledge within. In this paper we propose an approach how to extract knowledge inside the document to develop a research map for monitoring and evaluating technology development. For this purpose, we extract vocabulary from the journal articles to represent knowledge in content of the articles and made linkage between researches represented by the articles. For case study, we used articles issued from 2004 to 2013 in “Jurnal Teknologi Industri Pertanian”. We was able to develop a technology map from the data to monitor the technology development and enable further network analysis from the map.