Analytics and Knowledge Management

ISBN-13: 9781138630260 / Angielski / Twarda / 2018 / 446 str.

Suliman Hawamdeh; Hsia-Ching Chang

Opis

Analytics is the examination, interpretation and discovery of meaningful pattern, trends and knowledge from data and textual information. Knowledge management, on the other hand, is concerned with the knowledge processes and practices. This book examines the role of analytics in knowledge management including the integration of analytics theories, methods and technologies into knowledge management processes. It aims to identify the role of analytics in knowledge management and how analytics can be seamlessly integrated in the knowledge management processes.

Spis treści

1 Knowledge Management for Action-Oriented Analytics 2 Data Analytics Process: An Application Case on Predicting Student Attrition 3 Transforming Knowledge Sharing in Twitter-Based Communities Using Social Media Analytics 4 Data Analytics for Deriving Knowledge from User Feedback 5 Relating Big Data and Data Science to the Wider Concept of Knowledge Management 6 Fundamentals of Data Science for Future Data Scientists 7 Social Media Analytics 8 Transactional Value Analytics in Organizational Development 9 Data Visualization Practices and Principles 10 Analytics Using Machine Learning-Guided Simulations with Application to Healthcare Scenarios 11 Intangible Dynamics: Knowledge Assets in the Context of Big Data and Business Intelligence 12 Analyzing Data and Words—Guiding Principles and Lessons Learned 13 Data Analytics for Cyber Threat Intelligence