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MANTRA: A Topic Modeling-Based Tool to Support Automated Trend Analysis on Unstructured Social Media Data

2023 | International Conference on Information Systems | Citations: 0
Authors: Konadl, Daniel; Wörner, Janik; Schmid, Isabel; Leist, Susanne

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Topics: marketing management social media new product development social media analytics spreadsheet

Methods: topic model machine learning design theory survey kernel theory

Theories: innovation theory
On the Potential of Business Process Management for Digital Entrepreneurship: Findings from a Literature Review

2023 | International Conference on Information Systems | Citations: 0
Authors: Wuttke, Tobias; Haskamp, Thomas; Perscheid, Michael; Uebernickel, Falk

Abstract: Digital ventures face significant organizational challenges when scaling, inclu ... Expand

Abstract: Digital ventures face significant organizational challenges when scaling, including increasing sales and employee numbers, that withdraw resources from working on their market offerings. While digital entrepreneurship literature stresses the importance of creating processes that balance structure and flexibility to deal with these challenges, business process management (BPM) literature focuses on improving pre-designed business processes. We reconcile these perspectives in a structured literature review to explore how BPM can support digital venturing. We identify synergies and tensions between BPM and digital entrepreneurship and propose three avenues for future research. These include exploring ambidextrous BPM in digital ventures, treating digital venturing as a business process, and developing capabilities for balancing flexibility and structure. We contribute to information systems research by critically reviewing the literature on BPM and digital entrepreneurship and providing potential areas for future investigation. Collapse

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Topics: digital entrepreneurship business process management entrepreneurship database system task productivity

Methods: literature sample literature study structured literature research survey qualitative interview

Theories: dynamic capabilities theory dominant logic

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MANTRA: A Topic Modeling-Based Tool to Support Automated Trend Analysis on Unstructured Social Media Data

On the Potential of Business Process Management for Digital Entrepreneurship: Findings from a Literature Review