Digital Trace Data Research in Information Systems -

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Résumé :

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&rsquo...

Biographie:

Bastian Wurm is an assistant professor and research group leader at the Institute for Digital Management and New Media at LMU Munich School of Management. His group investigates various topics related to process and algorithmic management. His dissertation entitled &ldquo...

Sommaire:
Technology Use and Well-Being.