Extraction of Principle Knowledge from Process Patents for Manufacturing Process Innovation

Process Knowledge Extraction

This project presents two novel techniques to improve existing semantic role representations to enable better understanding of the language. Firstly, We have tried to retrofit word vectors generated from LSTM model with scientific processes corpus to generate better word embeddings. Second technique uses a semi-supervised model which learns word embeddings using role as context. On testing, We ...

Organizational knowledge extraction from business process models

Knowledge in the Innovation Process:

Based upon an Innovation Knowledge Life Cycle (IKLC) and the six phases of the Innovation Process the project INNOVANET studies the processes applied in innovation and the knowledge management technologies in use for innovation support in European industry and science. This paper presents the IKLC and the process model together including the results of a study based on qualitative interviews co...

Spillovers in Product and Process Innovation : Evidence from Manufacturing Firms

This paper proposes a new empirical approach to assess the impact of knowledge spillovers on firms' productivity and demand. I consider a model where process innovations spillovers to other firms raise firms relative efficiency and technological diffusion of product innovations enhances firms' demand. By modelling knowledge capital as a function of own investment in R\&D and spillovers, I can c...

The impact of organizational innovation through innovation capabilities in ‎process and product on the performance of manufacturing firms

Abstract Innovation is considered as a critical factor for organizations to create value and ‎sustainable competitive advantage in today's complex and changing environment. ‎Organizations with more innovation, in response to the changing environments and ‎creating development of new capabilities that allows them to achieve better ‎performance will be more successful. The aim of curr...