Identifying Emerging Technologies and Influential Companies Using Network Dynamics of Patent Clusters

Abstract The need for dependable and real-time insights on technological paradigm shifts requires objective information. We develop a lean recommender system which predicts emerging technology by a sequential blend of machine learning and network analytics. We...

From scattered sources to comprehensive technology landscape : A recommendation-based retrieval approach

Abstract Mapping the technology landscape is crucial for market actors to take informed investment decisions. However,given the large amount of data on the Web and its subsequent information overload, manually retrievinginformation is a seemingly ineffective and...