公开(公告)号：US20240054290A1

公开(公告)日：2024-02-15

申请号：US17885423

申请日：2022-08-10

申请人： ACCENTURE GLOBAL SOLUTIONS LIMITED

发明人： Raghavan Tinniyam IYER ,  Amod DESHPANDE ,  Puneet KALRA ,  Bhavna BUTANI ,  Kiran Raghunath SATHVIK ,  Bhaskar GHOSH

IPC分类号： G06F40/30 ,  G06F16/33 ,  G06N5/02 ,  G06F40/295 ,  G06F16/35 ,  G06K9/62 ,  G06F40/284 ,  G06F16/332

CPC分类号： G06F40/30 ,  G06F16/3347 ,  G06N5/022 ,  G06F40/295 ,  G06F16/35 ,  G06K9/6215 ,  G06F40/284 ,  G06K9/6223 ,  G06K9/6219 ,  G06F16/3326

摘要： Systems and methods for deep technology innovation management by cross-pollinating innovations dataset are disclosed. A system extracts context-based keyword from an innovation dataset by transforming the innovation dataset to a vector. Further, the system searches semantically relevant keywords for the extracted context-based keyword, by extracting an entity and a key phrase from the extracted a context-based keyword. Furthermore, system clusters the vector, by identifying frequent keywords in the semantically relevant keywords to obtain cluster centroids of the frequent keywords. Thereafter, the system determines weighted keywords in each cluster using the obtained cluster centroids, and classifies the weighted keywords to identify emerging innovation trends relevant to the innovation in the innovation dataset. The system forms cohorts of innovators to explore the reuse of innovations, assets, code, and build focused monetization model.