Buch, Englisch, Band 34, 287 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 617 g
Toward Establishing Knowledge Systems Science
Buch, Englisch, Band 34, 287 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 617 g
Reihe: Translational Systems Sciences
ISBN: 978-981-9910-74-8
Verlag: Springer Nature Singapore
The knowledge system creates ideas from data and knowledge through knowledge technologies. Based on the proposition that knowledge emerges by the interaction between explicit and tacit knowledge, another definition is possible: “The knowledge system is a system that promotes interaction between codified and personalized knowledge and creates ideas for solving a specific problem.” Codified knowledge includes data and information, while personalized knowledge is empirical knowledge or wisdom that is difficult to put into words.
Building a knowledge system requires mathematical or intelligent knowledge technology and participatory knowledge technology to create or manage codified knowledge and personalized knowledge. For example, a company builds cross-sectional knowledge systems by gathering human resources from various departments, according to the purpose, as in new product development or sales promotion. Chapter 1 defines knowledge technology and the knowledge system and organizes the challenges in their development, while Chapters 2 through 9 introduce mathematical or intelligent knowledge technologies by researchers at the forefront of knowledge technology development.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Wirtschaftswissenschaften Betriebswirtschaft Management Wissensmanagement
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Big Data
- Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
- Wirtschaftswissenschaften Betriebswirtschaft Betriebswirtschaft: Theorie & Allgemeines
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
- Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie
Weitere Infos & Material
1. Defining Knowledge Technology and Systems.- 2. Big Data Analytics in Healthcare.- 3. Knowledge Discovery from Online Review.- 4. Machine Learning for Solving Unstructured Problems.- 5. Qualitative Modeling to Extract Knowledge for Problem Structuring.- 6. Agent-Based Simulation of Low Carbon Emissions Product Diffusion.- 7. Emotional Product Development: Concepts, Framework, and Methodologies.- 8. Knowledge Synthesis and Promotion.- 9. Group Decision Making.