Digital Trace Data Research in Information Systems
portes grátis
Digital Trace Data Research in Information Systems
Foundations, Methods, and Applications
Wurm, Bastian; Mendling, Jan
Springer Nature Switzerland AG
02/2026
323
Dura
Inglês
9783032054968
15 a 20 dias
Descrição não disponível.
1. Introduction.- Part 1: Foundations.- 2. Research Management for Digital Trace Data Research Project.- 3. Navigating the Meanders of the Digital Trace Data Research Process: Some Observations and Recommendations.- 4. Building Research Programs in the Computationally Intensive Theory Construction Genre.- 5. From Digital Trace Data to Theory: Pathways towards Theory Construction.- Part 2: Methods.- 6. Trace Methods: Probing the Apparatus.- 7. Visual Analytics.- 8. Encoding Techniques for Digital Traca Data.- 9. Process Mining.- 10. Text Mining.- 11. Digital Traces as Measurement Instruments for Variance-Theoretic Research in Information Systems.- Part 3: Applications.- 12. When Chatbots meet Process Mining: Conversation Mining in the Era of Digital Trace Data.- 13. The Role of Firm Interaction in Shaping Online Community User Networks.- 14. Leveraging Digital Trace Data in Teaching for Improving Students' Technology Use and Well-Being.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Digital Trace Data;Information Systems;Computational Science;Social Computing;Management Science;Process Mining;Data Analytics;Organizational Science
1. Introduction.- Part 1: Foundations.- 2. Research Management for Digital Trace Data Research Project.- 3. Navigating the Meanders of the Digital Trace Data Research Process: Some Observations and Recommendations.- 4. Building Research Programs in the Computationally Intensive Theory Construction Genre.- 5. From Digital Trace Data to Theory: Pathways towards Theory Construction.- Part 2: Methods.- 6. Trace Methods: Probing the Apparatus.- 7. Visual Analytics.- 8. Encoding Techniques for Digital Traca Data.- 9. Process Mining.- 10. Text Mining.- 11. Digital Traces as Measurement Instruments for Variance-Theoretic Research in Information Systems.- Part 3: Applications.- 12. When Chatbots meet Process Mining: Conversation Mining in the Era of Digital Trace Data.- 13. The Role of Firm Interaction in Shaping Online Community User Networks.- 14. Leveraging Digital Trace Data in Teaching for Improving Students' Technology Use and Well-Being.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
