Search Results - subject:"Topic Modeling"

Identification of innovation drivers based on technology-related news articles

Latifi, Albina; Lenz, David; Winker, Peter - 2024

Innovations contribute to economic growth. Hence, knowledge about drivers of innovation activities is a necessary input for economic policy making when it comes to implement targeted support measures. We focus on firms as potential drivers of innovation and use a novel data-driven approach to...

Persistent link: https://www.econbiz.de/10014470694

"Inside" versus "outside" trends in consumer research

Camilleri, Edwin; Garg, Nitika; Miah, Shah Jahan - In: Journal of consumer psychology : JCP ; the official … 34 (2024) 2, pp. 225-246

Persistent link: https://www.econbiz.de/10014534636

How to conduct efficient and objective literature reviews using natural language processing : a step-by-step guide for marketing researchers

Pugliese, Serena; Giannetti, Verdiana; Banerjee, Sourindra - In: Psychology & marketing 41 (2024) 2, pp. 427-441

Persistent link: https://www.econbiz.de/10014467581

An overview of blockchain research and future agenda : insights from structural topic modeling

Shukla, Anuja; Jirli, Poornima; Mishra, Anubhav; Singh, … - In: Journal of innovation & knowledge : JIK 9 (2024) 4, pp. 1-13

,360 academic articles were analyzed using the text-mining method of structural topic modeling. The identified fifteen topics were …

Persistent link: https://www.econbiz.de/10015179523

Metaverse applications and supply chain innovation : insights from text mining

Mahdikhani, Maryam; Meena, Purushottam Lal - In: Journal of innovation & knowledge : JIK 9 (2024) 4, pp. 1-15

Latent Dirichlet Allocation (LDA) and BERTopic topic-modeling methodologies to identify prevalent topics within these …

Persistent link: https://www.econbiz.de/10015177170

Zooming in and out the landscape : artificial intelligence and system dynamics in business and management

Armenia, Stefano; Franco, Eduardo; Iandolo, Francesca; … - In: Technological forecasting and social change : an … 200 (2024), pp. 1-20

Persistent link: https://www.econbiz.de/10015127506

Unpacking the complexities of crisis innovation : a comprehensive review of ecosystem-level responses to exogenous shocks

Brem, Alexander; Nylund, Petra A.; Roshani, Saeed - In: Review of managerial science : RMS 18 (2024) 8, pp. 2441-2464

Persistent link: https://www.econbiz.de/10015135701

A text mining approach to explore factors influencing consumer intention to use metaverse platform services : Insights from online customer reviews

Bala, Pradip Kumar; Chakraborty, Shibashish - In: Journal of retailing and consumer services 81 (2024), pp. 1-12

Persistent link: https://www.econbiz.de/10015116889

Unveiling themes in 10-k disclosures : a new topic modeling perspective

Fengler, Matthias; Phan, Tri Minh - 2024

Persistent link: https://www.econbiz.de/10015192728

Topic modeling of financial accounting research over 70 years

Yang, Mengxin - In: International studies of economics 19 (2024) 4, pp. 617-643

I utilize latent Dirichlet allocation and dynamic topic model that are machine learning algorithms across a data set encompassing 25,990 financial accounting articles issued from 1956 to 2023 in 16 accounting journals, and impartially ascertain 20 research topics. The topics of mergers and...

Persistent link: https://www.econbiz.de/10015194195