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Technology roadmapping using text mining : a foresight study for the retail industry

Ozcan, Sercan; Homayounfard, Amir; Simms, Christopher; … - In: IEEE transactions on engineering management : EM 69 (2022) 1, pp. 228-244

Persistent link: https://www.econbiz.de/10013162833

Characterizing generative artificial intelligence applications : text-mining-enabled technology roadmapping

Shiwangi Singh; Singh, Surabhi; Kraus, Sascha; Sharma, Anuj - In: Journal of innovation & knowledge : JIK 9 (2024) 3, pp. 1-12

This study aims to identify generative AI (GenAI) applications and develop a roadmap for the near, mid, and far future. Structural topic modeling (STM) is used to discover latent semantic patterns and identify the key application areas from a text corpus comprising 2,398 patents published...

Persistent link: https://www.econbiz.de/10015075364

Bridging customer knowledge to innovative product development : a data mining approach

Zhan, Yuanzhu; Tan, Kim Hua; Huo, Baofeng - In: International journal of production research 57 (2019) 20, pp. 6335-6350

Persistent link: https://www.econbiz.de/10012193708

Framework for analyzing and clustering short message database of ideas

Sanna Paukkeri, Mari; Kotro, Tanja - In: Proceedings of I-KNOW '09 : 9th International …, (pp. 239-247). 2009

We introduce a framework for a new idea tool Note, which gathers, fosters and manages innovative ideas. Note supports the development of organizational memory and is connected to the practices of organizational innovativeness. The tool utilizes text mining methods in idea processing, management...

Persistent link: https://www.econbiz.de/10009508404

Service innovation analytics : towards an approach for validating frameworks for service innovation capabilities via text mining

Feldmann, Niels; Kohler, Marc; Kimbrough, Steven O.; … - In: Exploring services science : 4th international …, (pp. 73-85). 2013

Persistent link: https://www.econbiz.de/10009728309

Integrating technology-relationship-technology semantic analysis and technology roadmapping method : a case of elderly smart wear technology

Miao, Hong; Wang, Yan; Li, Xin; Wu, Feifei - In: IEEE transactions on engineering management : EM 69 (2022) 1, pp. 262-278

Persistent link: https://www.econbiz.de/10013162842

Identifying and assessing innovation pathways for emerging technologies : a hybrid approach based on text mining and altmetrics

Zhou, Xiao; Guo, Ying; Li, Fangshun; Wang, Jin; Wei, Huanan - In: IEEE transactions on engineering management : EM 68 (2021) 5, pp. 1360-1371

Persistent link: https://www.econbiz.de/10012659429

Innovation analytics and digital innovation experimentation : the rise of research-driven online review platforms

Mariani, Marcello M.; Nambisan, Satish - In: Technological forecasting & social change : an … 172 (2021), pp. 1-15

Persistent link: https://www.econbiz.de/10013174436

Mapping the wave of industry digitalization by co-word analysis : an exploration of four disruptive industries

Bzhalava, Levan; Hassan, Sohaib Shahzad; Kaivo-oja, Jari; … - In: International journal of innovation and technology … 19 (2022) 2, pp. 1-22

Persistent link: https://www.econbiz.de/10013264531

Exploring how consumer goods companies innovate in the digital age : the role of big data analytics companies

Mariani, Marcello M.; Wamba, Samuel Fosso - In: Journal of business research : JBR 121 (2020), pp. 338-352

Persistent link: https://www.econbiz.de/10012417351

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