Using Knowledge Graphs and Cognitive Approaches for Literature Review Analysis: A Framework

Business value of cognitive analytics technology: a dynamic capabilities perspective

“…Searching for and retrieving relevant information from outside the organization (external knowledge) is a critical starting point for a firm’s innovation-related activities. Search for ideas in the associative memory model is a well-known ideation support framework in this regard (Elnagar and Osei-Bryson, 2019), which depends on creating new relationships between data derived from long-term memory. Use of cognitive technologies helps firms overcome their earlier limitations of search and retrieval mechanisms while working with unstructured data (Damodaran and Olphert, 2000; Elnagar and Osei-Bryson, 2019; Morente-Molinera et al , 2016).…”

“…Search for ideas in the associative memory model is a well-known ideation support framework in this regard (Elnagar and Osei-Bryson, 2019), which depends on creating new relationships between data derived from long-term memory. Use of cognitive technologies helps firms overcome their earlier limitations of search and retrieval mechanisms while working with unstructured data (Damodaran and Olphert, 2000; Elnagar and Osei-Bryson, 2019; Morente-Molinera et al , 2016). Using cognitive technologies such as IBM Watson DeepQA services may help firms generate and develop creative ideas through the discovery of new relationships between the data retrieved from the various knowledge bases both inside, as well as outside the firm because DeepQA is able to better mimic human abilities of reasoning and inference, and thus can help machines know more and become wiser (Elnagar and Osei-Bryson, 2019).…”