Search Results - subject:"Data mining."

Measuring the Digitalisation of Firms – A Novel Text Mining Approach

Axenbeck, Janna; Breithaupt, Patrick - 2023

Due to the omnipresence of digital technologies in the economy, measuring firm digitalisation is of high importance. However, current indicators show several shortcomings, e.g., they lack timeliness and regional granularity. In this study, we show that advances in text mining and comprehensive...

Persistent link: https://www.econbiz.de/10014256028

Data-driven approach to predict the sequence of component failures : a framework and a case study on a process industry

Antomarioni, Sara; Ciarapica, Filippo Emanuele; … - In: International journal of quality & reliability management 40 (2023) 3, pp. 752-776

Persistent link: https://www.econbiz.de/10014227483

Predictive end-to-end enterprise process network monitoring

Oberdorf, Felix; Schaschek, Myriam; Weinzierl, Sven; … - In: Business & information systems engineering 65 (2023) 1, pp. 49-64

Persistent link: https://www.econbiz.de/10014228189

Reuse, reduce, support : design principles for green data mining

Schneider, Johannes; Seidel, Stefan; Basalla, Marcus; … - In: Business & information systems engineering 65 (2023) 1, pp. 65-83

Persistent link: https://www.econbiz.de/10014228194

Multilingual text classification on social media data for incident alert in subway transportation network

Mehri, Banafsheh; Trépanier, Martin; Goussard, Yves - 2023

Persistent link: https://www.econbiz.de/10013539002

A resource orchestration perspective of organizational big data analytics adoption : evidence from supply chain planning

Xu, Jinou; Pero, Margherita Emma Paola - In: International journal of physical distribution and … 53 (2023) 11, pp. 71-97

Persistent link: https://www.econbiz.de/10014466353

Circular economy practices and environmental performance : analysing the role of big data analytics capability and responsible research and innovation

Sahoo, Saumyaranjan; Upadhyay, Arvind; Kumar, Anil - In: Business strategy and the environment 32 (2023) 8, pp. 6029-6046

Persistent link: https://www.econbiz.de/10014466910

A practical guide for practitioners seeking to create value with big data

Dal Zotto, Pierre - In: The journal of business strategy 44 (2023) 6, pp. 371-388

Persistent link: https://www.econbiz.de/10014468412

Big data analytics capabilities (BDAC) and sustainability reporting on Facebook : does tone at the top matter?

Fareyha Said; Dalilawati Zainal; Azlina Abdul Jalil - In: Cogent business & management 10 (2023) 1, pp. 1-20

This study examines the impact of big data analytics capabilities (BDAC) on sustainability reporting disclosure on Facebook (SRDF) and the moderating impact of tone at the top's attributes on the relationship between BDAC and SRDF. A total of 100 publicly listed companies (PLCs) in Malaysia that...

Persistent link: https://www.econbiz.de/10014469024

Employing machine learning for capturing COVID-19 consumer sentiments from six countries : a methodological illustration

Schlegelmilch, Bodo B.; Sharma, Kirti; Garg, Sambbhav - In: International marketing review 40 (2023) 5, pp. 869-893

Persistent link: https://www.econbiz.de/10014470099